EUSIPCO 2022

Session Index


Tuesday, August 30, 11:20 - 13:00
Tuesday, August 30, 14:10 - 15:50
Tuesday, August 30, 16:20 - 18:00
Wednesday, August 31, 11:00 - 12:40
Wednesday, August 31, 14:00 - 15:40
Wednesday, August 31, 16:10 - 17:50
Thursday, September 1, 11:00 - 12:40
Thursday, September 1, 14:00 - 15:40
Thursday, September 1, 16:10 - 17:50
Friday, September 2, 11:00 - 12:40

Tuesday, August 30, 11:20 - 13:00 ∘ Atlantic 1
TMTSP_L1 - Compressed Sensing and Sparse Modeling

TMTSP_L1.1: FAST DISPARITY ESTIMATION FROM A SINGLE COMPRESSED LIGHT FIELD MEASUREMENT

Martinez, Emmanuel, Universidad Industrial de Santander, Colombia Vargas, Edwin, Universidad Industrial de Santander, Colombia Arguello, Henry, Universidad Industrial de Santander, Colombia

TMTSP_L1.2: CS-TOF SENSING BY MEANS OF GREEDY BI-LATERAL FUSION AND NEAR-TO-OPTIMAL LOW-DENSITY CODES

Lopez Paredes, Alvaro, University of Siegen, Germany Heredia Conde, Miguel, University of Siegen, Germany Loffeld, Otmar, University of Siegen, Germany

TMTSP_L1.3: ON THE RECONSTRUCTION OF MULTIPLE SINUSOIDAL SIGNALS FROM COMPRESSED MEASUREMENTS

Arronde Pérez, Dailys, Klagenfurt University, Austria Zangl, Hubert, Klagenfurt University, Austria

TMTSP_L1.4: REDUCED KERNEL DICTIONARY LEARNING

ILIE-ABLACHIM, Denis, University Politehnica of Bucharest, Romania DUMITRESCU, Bogdan, University Politehnica of Bucharest, Romania

TMTSP_L1.5: STP-DEQ-NET: A DEEP EQUILIBRIUM MODEL BASED ON ISTA METHOD FOR IMAGE COMPRESSIVE SENSING

Yu, Youhao, Carleton University, Canada Dansereau, Richard M., Carleton University, Canada

Tuesday, August 30, 11:20 - 13:00 ∘ Atlantic 3
SiG-DML_L1 - Learning Theory and Algorithms
Tuesday, August 30, 11:20 - 13:00 ∘ Mediterranean
SS_11 - AI/ML-based Disruptive Approaches for Next Generation Wireless Communication Systems

SS_11.1: DEEP LEARNING FOR UPLINK CSI-BASED DOWNLINK PRECODING IN FDD MASSIVE MIMO EVALUATED ON INDOOR MEASUREMENTS

Euchner, Florian, University of Stuttgart, Germany Süppel, Niklas, University of Stuttgart, Germany Gauger, Marc, University of Stuttgart, Germany Dörner, Sebastian, University of Stuttgart, Germany ten Brink, Stephan, University of Stuttgart, Germany

SS_11.2: JOINT CHANNEL ESTIMATION AND HYBRID BEAMFORMING VIA DEEP-UNFOLDING

Kang, Kai, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China, China Hu, Qiyu, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China, China Cai, Yunlong, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China, China Yu, Guanding, College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China, China Jakob, Hoydis, NVIDIA, 06906 Sophia Antipolis, France, France Yonina, C. Eldar, Department of Mathematics and Computer Science, Weizmann Institute of Science, Rehovot 7610001, Israel, Israel

SS_11.3: FEDERATED REINFORCEMENT LEARNING UAV TRAJECTORY DESIGN FOR FAST LOCALIZATION OF GROUND USERS

Shahbazi, Arzhang, Centre national de la recherche scientifique, France Donevski, Igor, Aalborg University, Denmark Jessen Nielsen, Jimmy, Aalborg University, Denmark Di Renzo, Marco, Centre national de la recherche scientifique, France

SS_11.4: GPU-ACCELERATED MACHINE LEARNING IN NON-ORTHOGONAL MULTIPLE ACCESS

Schäufele, Daniel, Fraunhofer Heinrich Hertz Institute, Germany Marcus, Guillermo, NVIDIA, Germany Binder, Nikolaus, NVIDIA, Germany Mehlhose, Matthias, Fraunhofer Heinrich Hertz Institute, Germany Keller, Alexander, NVIDIA, Germany Stańczak, Sławomir, Fraunhofer Heinrich Hertz Institute, Germany

Tuesday, August 30, 11:20 - 13:00 ∘ Adriatic
SPMuS_L1 - Direction-of-Arrival Estimation

SPMuS_L1.1: IDENTIFIABILITY RESULTS FOR NONUNIFORM LINEAR AND RECTANGULAR SENSOR ARRAYS

Sorensen, Mikael, University of Virginia, United States Sidiropoulos, Nicholas, University of Virginia, United States

SPMuS_L1.2: DEEP RESIDUAL LEARNING BASED LOCALIZATION OF NEAR-FIELD SOURCES IN UNKNOWN SPATIALLY COLORED NOISE FIELDS

Jiang, Zhuoqian, Xi'an Jiaotong University, China Xin, Jingmin, Xi'an Jiaotong University, China Zuo, Weiliang, Xi'an Jiaotong University, China Zheng, Nanning, Xi'an Jiaotong University, China Sano, Akira, Keio University, Japan

SPMuS_L1.3: SPARSE 3D ARRAY MADE FROM NESTED LINEAR ARRAY BRANCHES FOR UNDERDETERMINED SOURCE LOCALIZATION

Yadav, Shekhar Kumar, Indian Institute of Technology Gandhinagar, India George, Nithin V, Indian Institute of Technology Gandhinagar, India

SPMuS_L1.4: NONCOHERENT SPARSE SUBARRAYS FOR DOA ESTIMATION BASED ON LOW-RANK AND SPARSE RECOVERY

Leite, Wesley, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil C. de Lamare, Rodrigo, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil

SPMuS_L1.5: SINGLE-SNAPSHOT DOA ESTIMATION VIA WEIGHTED HANKEL-STRUCTURED MATRIX COMPLETION

Bokaei, mohammad, Sharif University of Technology, Denmark Razavikia, Seyedsaeed, Sharif University of Technology, Sweden Amini, Arash, Sharif University of Technology, Iran Rini, Stefano, National Chao Tung University, Iran

Tuesday, August 30, 11:20 - 13:00 ∘ Baltic + Aegean
ASMSP_L1 - Multimodal signal processing

ASMSP_L1.1: ZERO-SHOT AUDIO CLASSIFICATION USING IMAGE EMBEDDINGS

Dogan, Duygu, Tampere University, Finland Xie, Huang, Tampere University, Finland Heittola, Toni, Tampere University, Finland Virtanen, Tuomas, Tampere University, Finland

ASMSP_L1.2: IMPROVING MULTIMODAL MOVIE SCENE SEGMENTATION USING MIXTURE OF ACOUSTIC EXPERTS

Lin, Meng-Han, National Tsing Hua University, Taiwan Li, Jeng-Lin, National Tsing Hua University, Taiwan Lee, Chi-Chun, National Tsing Hua University, Taiwan

ASMSP_L1.3: ON THE INTEGRATION OF ACOUSTICS AND LIDAR: A MULTI-MODAL APPROACH TO ACOUSTIC REFLECTOR ESTIMATION

Riemens, Ellen, TU Delft, Netherlands Martinez-Nuevo, Pablo, Bang & Olufsen, Denmark Martinez, Jorge, TU Delft, Netherlands Moller, Martin, Bang & Olufsen, Denmark Hendriks, Richard C., TU Delft, Netherlands

ASMSP_L1.4: IMPROVING INDUCED VALENCE RECOGNITION BY INTEGRATING ACOUSTIC SOUND SEMANTICS IN MOVIES

Upadhyay, Shreya G., National Tsing Hua University, Taiwan Su, Bo-Hao, National Tsing Hua University, Taiwan Lee, Chi-Chun, National Tsing Hua University, Taiwan

ASMSP_L1.5: BONE-CONDUCTED SPEECH ENHANCEMENT USING VECTOR-QUANTIZED VARIATIONAL AUTOENCODER AND GAMMACHIRP FILTERBANK CEPSTRAL COEFFICIENTS

Nguyen, Quoc-Huy, Japan Advanced Institute of Science and Technology, Japan Unoki, Masashi, Japan Advanced Institute of Science and Technology, Japan

Tuesday, August 30, 11:20 - 13:00 ∘ Poster Area 1
BISA_P1 - Biomedical Signal Processing

BISA_P1.1: MS-MLP: MULTI-SCALE SAMPLING MLP FOR ECG CLASSIFICATION

Wang, Wenbo, Harbin Engineering University, China Guan, Jian, Harbin Engineering University, China Che, Xinyi, Harbin Engineering University, China Wang, Wenwu, University of Surrey, United Kingdom

BISA_P1.2: CLASSIFICATION OF HAND GESTURES USING SEMG SIGNALS AND HILBERT-HUANG TRANSFORM

Kisa, Deniz Hande, Izmir Katip Celebi University, Turkey Ozdemir, Mehmet Akif, Izmir Katip Celebi University, Turkey Guren, Onan, Izmir Katip Celebi University, Turkey Akan, Aydin, Izmir University of Economics, Turkey

BISA_P1.3: THE PREDICTION OF MORTALITY FROM CONTINUOUS NON-INVASIVE CARDIOVASCULAR SIGNALS ON STANDING: ENTROPY WAS SIGNIFICANT, BUT NOT THE OVERALL RESPONSE PROFILE

Knight, Silvin P., Trinity College Dublin, Ireland Ward, Mark, Trinity College Dublin, Ireland Davis, James, Trinity College Dublin, Ireland Duggan, Eoin, Trinity College Dublin, Ireland Kenny, Rose Anne, Trinity College Dublin, Ireland Romero-Ortuno, Roman, Trinity College Dublin, Ireland

BISA_P1.4: INTER-CHANNEL COVARIANCE MATRICES BASED ANALYSES OF EEG BASELINES

Gopan K, Gopika, International Institute of Information Technology - Bangalore, India Sinha, Neelam, International Institute of Information Technology - Bangalore, India Babu J, Dinesh, International Institute of Information Technology - Bangalore, India

BISA_P1.5: A MULTITASK BAYESIAN FRAMEWORK FOR THE ANALYSIS OF MOTOR IMAGERY EEG DATA

Oikonomou, Vangelis P., CERTH/ITI, Greece Nikolopoulos, Spiros, CERTH/ITI, Greece Kompatsiaris, Ioannis, CERTH/ITI, Greece

BISA_P1.6: SUBBAND TEAGER ENERGY REPRESENTATIONS FOR INFANT CRY ANALYSIS AND CLASSIFICATION

Patil, Ankur T., Dhirubhai Ambani Institute of Information and Communication Technology, India Kachhi, Aastha, Dhirubhai Ambani Institute of Information and Communication Technology, India Patil, Hemant A., Dhirubhai Ambani Institute of Information and Communication Technology, India

BISA_P1.7: INVERTING THE DIFFUSION-CONVECTION EQUATION FOR GAS DESORPTION THROUGH AN HOMOGENEOUS MEMBRANE BY KALMAN FILTERING

DUVAL COMȘA, Maria-Paula, Univ. Grenoble Alpes, CEA, Leti, MINATEC Campus, F-38000 Grenoble, France, France Phlypo, Ronald, Univ Grenoble Alpes, CNRS, Grenoble INP,, France Grangeat, Pierre, Univ. Grenoble Alpes, CEA, Leti, MINATEC Campus,, France

BISA_P1.8: A MULTI-SCALE CONTEXT AGGREGATION ENRICHED MLP-MIXER MODEL FOR ORAL CANCER SCREENING FROM ORAL SUB-EPITHELIAL CONNECTIVE TISSUES

Pratiher, Sawon, Indian Institute of Technology Kharagpur, India Chattoraj, Subhankar, Universite Jean Monnet, Saint-Etienne, Univ. Lyon, France, France Nawn, Debaleena, Indian Institute of Technology Kharagpur, India Pal, Mousumi, Guru Nanak Institute of Dental Sciences and Research Kolkata, India, India Paul, Ranjan Rashmi, Guru Nanak Institute of Dental Sciences and Research Kolkata, India, India Konik, Hubert, Hubert Curien Laboratory, University of Saint-Etienne, University of Lyon, France, France Chatterjee, Jyotirmoy, Indian Institute of Technology Kharagpur, India

Tuesday, August 30, 11:20 - 13:00 ∘ Poster Area 2
SPCN_P2 - Smart Grids and IoT

SPCN_P2.1: A MULTIPLE INSTANCE REGRESSION APPROACH TO ELECTRICAL LOAD DISAGGREGATION

Serafini, Luca, Università Politecnica delle Marche, Italy Tanoni, Giulia, Università Politecnica delle Marche, Italy Principi, Emanuele, Università Politecnica delle Marche, Italy Spinsante, Susanna, Università Politecnica delle Marche, Italy Squartini, Stefano, Università Politecnica delle Marche, Italy

SPCN_P2.2: FAIRNESS-AWARE USER CLASSIFICATION IN POWER GRIDS

Du, Ruijie, University of California, Irvine, United States Shen, Yanning, University of California, Irvine, United States

SPCN_P2.3: TRANSIENT POWER GRID PHENOMENA CLASSIFICATION BASED ON PHASE DIAGRAM FEATURES AND MACHINE LEARNING CLASSIFIERS

Stanescu, Denis, GIPSA-lab, France Digulescu, Angela, Military Technical Academy “Ferdinand I”, Romania Ioana, Cornel, GIPSA-lab, France Serbanescu, Alexandru, Military Technical Academy “Ferdinand I”, Romania

SPCN_P2.4: INFINITE IMPULSE RESPONSE GRAPH NEURAL NETWORKS FOR CYBERATTACK LOCALIZATION IN SMART GRIDS

Boyaci, Osman, Texas A&M University, United States Narimani, Mohammad Rasoul, Arkansas State University, United States Davis, Katherine, Texas A&M University, United States Serpedin, Erchin, Texas A&M University, United States

SPCN_P2.5: UNSUPERVISED SOURCE SEPARATION FOR MULTI-LABEL CLASSIFICATION

Mitiche, Imene, Glasgow Caledonian University, United Kingdom Salimy, Alireza, Glasgow Caledonian University, United Kingdom Boreham, Philip, Innovation Centre for Online Systems, United Kingdom McGrail, Tony, Innovation Centre for Online Systems, United Kingdom Nesbitt, Alan, Glasgow Caledonian University, United Kingdom Morison, Gordon, Glasgow Caledonian University, United Kingdom

SPCN_P2.6: QUANTIZATION-AWARE FEDERATED LEARNING WITH COARSELY QUANTIZED MEASUREMENTS

Danaee, Alireza, Pontifical Catholic University of Rio de Janeiro, Brazil C. de Lamare, Rodrigo, Pontifical Catholic University of Rio de Janeiro, Brazil H. Nascimento, Vítor, University of São Paulo, Brazil

Tuesday, August 30, 11:20 - 13:00 ∘ Poster Area 3
SS_5_P - Source Heterogeneity Problems in Multimedia Forensics and Steganalysis

SS_5_P.1: A CRITICAL LOOK INTO QUANTIZATION TABLE GENERALIZATION CAPABILITIES OF CNN-BASED DOUBLE JPEG COMPRESSION DETECTION

Rodríguez-Lois, Elena, University of Vigo, Spain Vázquez-Padín, David, University of Vigo, Spain Pérez-González, Fernando, University of Vigo, Spain Comesaña-Alfaro, Pedro, University of Vigo, Spain

SS_5_P.2: THE COVER SOURCE MISMATCH PROBLEM IN DEEP-LEARNING STEGANALYSIS

Giboulot, Quetin, University of Technology of Troyes, France Bas, Patrick, CNRS, France Cogranne, Rémi, University of Technology of Troyes, France Borghys, Dirk, Royal Military Academy, Belgium

SS_5_P.3: FORMALIZING COVER-SOURCE MISMATCH AS A ROBUST OPTIMIZATION

Sepak, Dominik, Czech Technical University in Prague, Czech Republic Adam, Lukas, Czech Technical University in Prague, Czech Republic Pevny, Tomas, Czech Technical University in Prague, Czech Republic

SS_5_P.4: SPEAKER-INDEPENDENT MICROPHONE IDENTIFICATION IN NOISY CONDITIONS

Giganti, Antonio, Politecnico di Milano, Italy Cuccovillo, Luca, Fraunhofer Institute for Digital Media Technology, Germany Bestagini, Paolo, Politecnico di Milano, Italy Aichroth, Patrick, Fraunhofer Institute for Digital Media Technology, Germany Tubaro, Stefano, Politecnico di Milano, Italy

SS_5_P.5: THE EFFECT OF THE JPEG IMPLEMENTATION ON THE COVER-SOURCE MISMATCH ERROR IN IMAGE STEGANALYSIS

Beneš, Martin, University of Innsbruck, Austria Hofer, Nora, University of Innsbruck, Austria Böhme, Rainer, University of Innsbruck, Austria

Tuesday, August 30, 11:20 - 13:00 ∘ Poster Area 3
SS_7_P - Biometric Sample Quality: Assessment and Applications

SS_7_P.1: IDENTITY DOCUMENTS IMAGE QUALITY ASSESSMENT

Schulz, Daniel, TOC-Biometrics, Chile Maureira, Jose, TOC-Biometrics, Chile Tapia, Juan, Hochschule Darmstadt, Germany Busch, Christoph, Hochschule Darmstadt, Germany

SS_7_P.2: TOWARDS REFINING ID CARDS PRESENTATION ATTACK DETECTION SYSTEMS USING FACE QUALITY INDEX

Gonzalez, Sebastian, TOC Biometrics, Chile Tapia, Juan, Hochschule Darmstadt, Germany

SS_7_P.3: ASSESSING BIAS IN FACE IMAGE QUALITY ASSESSMENT

Babnik, Žiga, University of Ljubljana, Faculty of Electrical Engineering, Slovenia Štruc, Vitomir, University of Ljubljana, Faculty of Electrical Engineering, Slovenia

SS_7_P.4: ON EVALUATING PIXEL-LEVEL FACE IMAGE QUALITY ASSESSMENT

Huber, Marco, Fraunhofer Institute for Computer Graphics Research IGD, Germany Terhörst, Philipp, Norwegian University of Science and Technology, Norway Kirchbuchner, Florian, Fraunhofer Institute for Computer Graphics Research IGD, Germany Damer, Naser, Fraunhofer Institute for Computer Graphics Research IGD, Germany Kuijper, Arjan, Fraunhofer Institute for Computer Graphics Research IGD, Germany

Tuesday, August 30, 14:10 - 15:50 ∘ Atlantic 1
TMTSP_L2 - Bayesian and Data Driven Methods

TMTSP_L2.1: A VERSATILE DISTRIBUTED MCMC ALGORITHM FOR LARGE SCALE INVERSE PROBLEMS

Thouvenin, Pierre-Antoine, Centrale Lille, France Repetti, Audrey, Heriot-Watt University, United Kingdom Chainais, Pierre, Centrale Lille, France

TMTSP_L2.2: SAFE IMPORTANCE SAMPLING BASED ON PARTIAL POSTERIORS AND NEURAL VARIATIONAL APPROXIMATIONS

Llorente, Fernando, Universidad Carlos III de Madrid, Spain Curbelo, Ernesto, Universidad Carlos III de Madrid, Spain Martino, Luca, Universidad Rey Juan Carlo, Spain Olmos, Pablo, Universidad Carlos III de Madrid, Spain Delgado-Gómez, David, Universidad Carlos III de Madrid, Spain

TMTSP_L2.3: STATE-SPACE PARTITIONING SCHEMES IN MULTIPLE PARTICLE FILTERING FOR IMPROVED ACCURACY

Iloska, Marija, Stony Brook University, United States Bugallo, Monica, Stony Brook University, United States

TMTSP_L2.4: MIXTURE OF NOISES AND SAMPLING OF NON-LOG-CONCAVE POSTERIOR DISTRIBUTIONS

Palud, Pierre, CRIStAL CNRS, France Chainais, Pierre, CRIStAL Centrale Lille, France Le Petit, Franck, Observatoire de Paris, France Bron, Emeric, Observatoire de Paris, France Thouvenin, Pierre-Antoine, CRIStAL Centrale Lille, France Vono, Maxime, Criteo, France

TMTSP_L2.5: APPLIANCE LOAD DISAGGREGATION BASED ON BAYESIAN SEQUENCE ESTIMATION USING IMPORTANCE SAMPLING

Pathuri-Bhuvana, Venkata, Silicon Austria Labs and JKU LIT SAL eSPML Lab, Austria

Tuesday, August 30, 14:10 - 15:50 ∘ Atlantic 3
VIP_L1 - Super-resolution and Denoising

VIP_L1.1: SELECTIVE RESIDUAL M-NET FOR REAL IMAGE DENOISING

Fan, Chi-Mao, National Chung Hsing University, Taiwan Liu, Tsung-Jung, National Chung Hsing University, Taiwan Liu, Kuan-Hsien, National Taichung University of Science and Technology, Taiwan Chiu, Ching-Hsiang, National Taichung University of Science and Technology, Taiwan

VIP_L1.2: MULTI-MODAL IMAGE SUPER-RESOLUTION WITH JOINT COUPLED DEEP TRANSFORM LEARNING

Kanth, R Krishna, Tata Consultancy Services, India Gigie, Andrew, Tata Consultancy Services, India Kumar, Kriti, Tata Consultancy Services, India Kumar, A Anil, Tata Consultancy Services, India Majumdar, Angshul, IIIT Delhi, India P, Balamuralidhar, Tata Consultancy Services, India

VIP_L1.3: FRISPEE: FRI-BASED SINGLE IMAGE SUPER-RESOLUTION WITH DEEP RECURSIVE RESIDUAL NETWORK

Wang, Renke, Imperial College London, United Kingdom Huang, Jun-Jie, National University of Defense Technology, China Dragotti, Pier Luigi, Imperial College London, United Kingdom

VIP_L1.4: A COMPARATIVE STUDY OF LOSS FUNCTIONS FOR HYPERSPECTRAL SISR

Aburaed, Nour, University of Strathclyde, United Kingdom Alkhatib, Mohammed, University of Dubai, United Arab Emirates Marshall, Stephen, University of Strathclyde, United Kingdom Zabalza, Jaime, University of Strathclyde, United Kingdom Al Ahmad, Hussain, University of Dubai, United Arab Emirates

VIP_L1.5: A CNC APPROACH FOR DIRECTIONAL TOTAL VARIATION

Scrivanti, Gabriele, Center for Visual Computing, OPIS Inria group, CentraleSupélec, Université Paris-Saclay, France Chouzenoux, Emilie, Center for Visual Computing, OPIS Inria group, CentraleSupélec, Université Paris-Saclay, France Pesquet, Jean-Christophe, Center for Visual Computing, OPIS Inria group, CentraleSupélec, Université Paris-Saclay, France

Tuesday, August 30, 14:10 - 15:50 ∘ Mediterranean
SS_12 - Signal Processing over Dynamic Graphs

SS_12.1: ALGORITHMIC ADVANCES FOR THE ADJACENCY SPECTRAL EMBEDDING

Fiori, Marcelo, Universidad de la República, Uruguay Marenco, Bernardo, Universidad de la República, Uruguay Larroca, Federico, Universidad de la República, Uruguay Bermolen, Paola, Universidad de la República, Uruguay Mateos, Gonzalo, University of Rochester, United States

SS_12.2: FAIRNESS-AWARE ADAPTIVE NETWORK LINK PREDICTION

Kose, O. Deniz, University of California, Irvine, United States Shen, Yanning, University of California, Irvine, United States

SS_12.3: DYNAMIC GRAPH TOPOLOGY LEARNING WITH NON-CONVEX PENALTIES

Mirzaeifard, Reza, Norwegian University of Science and Technology, Norway Gogineni, Vinay Chakravarthi, Norwegian University of Science and Technology, Norway Venkategowda, Naveen K. D., Linköping University, Sweden Werner, Stefan, Norwegian University of Science and Technology, Norway

SS_12.4: ONLINE JOINT NONLINEAR TOPOLOGY IDENTIFICATION AND MISSING DATA IMPUTATION OVER DYNAMIC GRAPHS

Money, Rohan, University of Agder, Norway Krishnan, Joshin, Simula Research Laboratory, Norway Beferull-Lozano, Baltasar, University of Agder, Norway

SS_12.5: DYNAMIC BI-COLORED GRAPH PARTITIONING

He, Yanbin, Delft University of Technology, Netherlands Coutino, Mario, Netherlands Organisation for Applied Scientific Research, Netherlands Isufi, Elvin, Delft University of Technology, Netherlands Leus, Geert, Delft University of Technology, Netherlands

Tuesday, August 30, 14:10 - 15:50 ∘ Adriatic
SS_14 - Signal Processing and Machine Learning at the Edge for beyond 5G Radio Access Networks

SS_14.1: DYNAMIC RESOURCE ALLOCATION FOR MULTI-USER GOAL-ORIENTED COMMUNICATIONS AT THE WIRELESS EDGE

Binucci, Francesco, University of Perugia, Italy Banelli, Paolo, University of Perugia, Italy Di Lorenzo, Paolo, Sapienza University of Rome, Italy Barbarossa, Sergio, Sapienza University of Rome, Italy

SS_14.2: UAV-AIDED DECENTRALIZED LEARNING OVER MESH NETWORKS

Zecchin, Matteo, EURECOM, France Gesbert, David, EURECOM, France Kountouris, Marios, EURECOM, France

SS_14.3: EDGE MACHINE LEARNING IN 3GPP NB-IOT: ARCHITECTURE, APPLICATIONS AND DEMONSTRATION

Vukobratovic, Dejan, University of Novi Sad, Serbia Lukic, Milan, University of Novi Sad, Serbia Mezei, Ivan, University of Novi Sad, Serbia Bajovic, Dragana, University of Novi Sad, Serbia Danilovic, Dragan, A1 Serbia, Serbia Savic, Milos, University of Novi Sad, Serbia Bodroski, Zarko, University of Novi Sad, Serbia Skrbic, Srdjan, University of Novi Sad, Serbia Jakovetic, Dusan, University of Novi Sad, Serbia

SS_14.4: STRAGGLER-RESILIENT SECURE AGGREGATION FOR FEDERATED LEARNING

Schlegel, Reent, Simula UiB, Norway Kumar, Siddhartha, Simula UiB, Norway Rosnes, Eirik, Simula UiB, Norway Graell i Amat, Alexandre, Chalmers University of Technology, Sweden

SS_14.5: REPULSIVE CLUSTERING BASED PILOT ASSIGNMENT FOR CELL-FREE MASSIVE MIMO SYSTEMS

Mohebi, Salman, University of Padova, Italy Zanella, Andrea, University of Padova, Italy Zorzi, Michele, University of Padova, Italy

SS_14.6: USER CLUSTERING FOR RATE SPLITTING USING MACHINE LEARNING

Pereira, Roberto, Centre Tecnològic de Telecomunicacions de Catalunya, Spain Deshpande, Anay, University of Padova, Italy Vaca-Rubio, Cristian, Aalborg University, Denmark Mestre, Xavier, Centre Tecnològic de Telecomunicacions de Catalunya, Spain Zanella, Andrea, University of Padova, Italy Gregoratt, David, Software Radio Systems, Spain de Carvalho, Elisabeth, Aalborg University, Denmark Popovski, Petar, Aalborg University, Denmark

Tuesday, August 30, 14:10 - 15:50 ∘ Baltic + Aegean
ASMSP_L2 - Acoustic source localization and tracking

ASMSP_L2.1: ELLIPTICALLY CONTOURED ALPHA-STABLE REPRESENTATION FOR MUSIC-BASED SOUND SOURCE LOCALIZATION

Fontaine, Mathieu, Télécom Paris, Institut Polytechnique de Paris, France Di Carlo, Diego, Inria, Université de Rennes 2, France Sekiguchi, Kouhei, Center for Advanced Intelligence Project (AIP), RIKEN, France Nugraha, Arie Aditya, Center for Advanced Intelligence Project (AIP), RIKEN, France Bando, Yoshiaki, National Institute of Advanced Industrial Science and Technology (AIST), France Yoshii, Kazuyoshi, Center for Advanced Intelligence Project (AIP), RIKEN, France

ASMSP_L2.2: MULTIPLE SOUND SOURCE LOCALIZATION BASED ON STOCHASTIC MODELING OF SPATIAL GRADIENT SPECTRA

Ueno, Natsuki, Tokyo Metropolitan University, Japan Kameoka, Hirokazu, Nippon Telegraph and Telephone Corporation, Japan

ASMSP_L2.3: BINAURAL SOURCE LOCALIZATION USING DEEP LEARNING AND HEAD ROTATION INFORMATION

García Barrios, Guillermo, Universidad Politécnica de Madrid, Spain Krause, Daniel Aleksander, Tampere University, Finland Politis, Archontis, Tampere University, Finland Mesaros, Annamaria, Tampere University, Finland Gutiérrez Arriola, Juana María, Universidad Politécnica de Madrid, Spain Fraile Muñoz, Rubén, Universidad Politécnica de Madrid, Spain

ASMSP_L2.4: END-TO-END SIGNAL-AWARE DIRECTION-OF-ARRIVAL ESTIMATION USING WEIGHTED STEERED-RESPONSE POWER

Wechsler, Julian, International Audio Laboratories Erlangen, Germany Mack, Wolfgang, International Audio Laboratories Erlangen, Germany Habets, Emanuël A. P., International Audio Laboratories Erlangen, Germany

ASMSP_L2.5: MEMORY-REDUCED DOA ESTIMATORS WHILE USING CYCLIC-SYMMETRICAL ARRAY

Schwartz, Ofer, CEVA Inc., Israel

Tuesday, August 30, 14:10 - 15:50 ∘ Poster Area 1
SPMuS_P1 - Radar Signal Processing

SPMuS_P1.1: NOVEL CLASSIFICATION SCHEMES FOR RADAR SCENARIOS: DESIGN AND COMPARISON

Yin, Chaoran, Institute of Acoustics, Chinese Academy of Sciences, and University of Chinese Academy of Sciences, China Yan, Linjie, Institute of Acoustics, Chinese Academy of Sciences, China Hao, Chengpeng, Institute of Acoustics, Chinese Academy of Sciences, China Ullo, Silvia Liberata, University of Sannio, Italy Orlando, Danilo, Università degli studi “Niccolò Cusano”, Italy Hou, Chaohuan, Institute of Acoustics, Chinese Academy of Sciences, China

SPMuS_P1.2: IMPROVING FACE LIVENESS DETECTION ROBUSTNESS WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS

Padnevych, Ruslan, Universidade NOVA de Lisboa, Portugal Semedo, David, Universidade NOVA de Lisboa, Portugal Carmo, David, Universidade NOVA de Lisboa, Portugal Magalhaes, Joao, Universidade NOVA de Lisboa, Portugal

SPMuS_P1.3: RADAR EMITTER CLASSIFICATION WITH OPTIMAL TRANSPORT DISTANCES

MOTTIER, Manon, Université Paris-Saclay, CNRS, CentraleSupélec, France CHARDON, Gilles, Université Paris-Saclay, CNRS, CentraleSupélec, France PASCAL, Frédéric, Université Paris-Saclay, CNRS, CentraleSupélec, France

SPMuS_P1.4: FAULT-TOLERANT RADAR SIGNAL PROCESSING USING SELECTIVE OBSERVATION WINDOWS AND PEAK DETECTION

Beyer, Michael, Robert Bosch GmbH, Germany Guntoro, Andre, Robert Bosch GmbH, Germany Blume, Holger, Leibniz University Hannover, Germany

SPMuS_P1.5: EFFICIENT AND ROBUST AUTOMOTIVE RADAR COHERENT INTEGRATION WITH RANGE MIGRATION

Bialer, Oded, General Motors, Israel Jonas, Amnon, General Motors, Israel Longman, Oren, General Motors, Israel

SPMuS_P1.6: END-TO-END SYSTEM FOR OBJECT DETECTION FROM SUB-SAMPLED RADAR DATA

Sakthi, Madhumitha, The University of Texas at Austin, United States Tewfik, Ahmed, The University of Texas at Austin, United States Arvinte, Marius, The University of Texas at Austin, United States Vikalo, Haris, The University of Texas at Austin, United States

SPMuS_P1.7: A NOVEL INVERSE SAR MICROWAVE IMAGING TECHNIQUE USING ULTRA WIDEBAND PULSED RADAR

Rani, Smriti, TCS Research, India Chakravarty, Soumya, TCS Research, India Chowdhury, Arijit, TCS Research, India Khasnobish, Anwesha, TCS Research, India Kumar, Achanna Anil, TCS Research, India Chakravarty, Tapas, TCS Research, India Pal, Arpan, TCS Research, India

SPMuS_P1.8: DESIGN OF SINGLE UNIMODULAR WAVEFORM WITH GOOD CORRELATION LEVEL VIA PHASE OPTIMIZATIONS

Zhao, Xiaohan, Beijing Institute of Technology, China Li, Yongzhe, Beijing Institute of Technology, China Tao, Ran, Beijing Institute of Technology, China

SPMuS_P1.9: MIMO RADAR TRANSMIT BEAMPATTERN MATCHING BASED ON BLOCK SUCCESSIVE UPPER-BOUND MINIMIZATION

Raei, Ehsan, University of Luxembourg, Luxembourg Alaee-Kerahroodi, Mohammad, University of Luxembourg, Luxembourg Shankar M. R., Bhavani, University of Luxembourg, Luxembourg

Tuesday, August 30, 14:10 - 15:50 ∘ Poster Area 2
SiG-DML_P1 - Bayesian Learning and Signal Processing

SiG-DML_P1.1: MESSAGE PASSING-BASED INFERENCE IN SWITCHING AUTOREGRESSIVE MODELS

Podusenko, Albert, Eindhoven University of Technology, Netherlands van Erp, Bart, Eindhoven University of Technology, Netherlands Bagaev, Dmitry, Eindhoven University of Technology, Netherlands Senoz, Ismail, Eindhoven University of Technology, Netherlands de Vries, Bert, Eindhoven University of Technology, Netherlands

SiG-DML_P1.2: INCREMENTAL LEARNING THROUGH PROBABILISTIC BEHAVIOR PREDICTION

Nozari, Sheida, University of Genoa, Italy Krayani, Ali, University of Genoa, Italy Marcenaro, Lucio, University of Genoa, Italy Martin, David, University Carlos III of Madrid, Spain Regazzoni, Carlo, University of Genoa, Spain

SiG-DML_P1.3: POLYGONAL SHAPES RECONSTRUCTION FROM ACOUSTIC ECHOES USING A MOBILE SENSOR AND BEAMFORMING

Ouabi, Othmane-Latif, International Research Lab 2958 Georgia Tech-CNRS, France Yi, Jiawei, Georgia Institute of Technology, United States Zeghidour, Neil, Google Brain, France Declercq, Nico F., Georgia Institute of Technology, United States Geist, Matthieu, Google Brain, France Pradalier, Cédric, International Research Lab 2958 Georgia Tech-CNRS, France

SiG-DML_P1.4: PROBABILISTIC ULTRA-WIDEBAND TDOA LOCALIZATION WITH BIAS CORRECTION

Vollmer, Felix, Fraunhofer, Germany Graßhoff, Jan, Fraunhofer, Germany Rostalski, Philipp, Fraunhofer, Germany

SiG-DML_P1.5: GAUSSIAN PROCESS-BASED AMORTIZATION OF VARIATIONAL MESSAGE PASSING UPDATE RULES

Nguyen, Hoang, Eindhoven University of Technology, Netherlands Akbayrak, Semih, Eindhoven University of Technology, Netherlands Koudahl, Magnus, Eindhoven University of Technology, Netherlands Vries, Bert, Eindhoven University of Technology, Netherlands

SiG-DML_P1.6: OPTIMAL BAYESIAN REGRESSION FOR SERIALLY DEPENDENT TRAINING OBSERVATIONS

Reihanian, Samira, Nazarbayev University, Kazakhstan Zollanvari, Amin, School of Engineering and Digital Sciences, Nazarbayev University, Kazakhstan

SiG-DML_P1.7: USING THE PROJECTED BELIEF NETWORK AT HIGH DIMENSIONS

Baggenstoss, Paul, Fraunhofer FKIE, Germany Kurth, Frank, Fraunhofer, Germany

Tuesday, August 30, 14:10 - 15:50 ∘ Poster Area 3
SS_9b - New Frontiers in Integrated Sensing and Communications (ISAC)

SS_9b.1: DISTRIBUTED 5G NR-BASED INTEGRATED SENSING AND COMMUNICATION SYSTEMS: FRAME STRUCTURE AND PERFORMANCE ANALYSIS

SHI, SHENGNAN, University of Electronic Science and Technology of China, China Cheng, Ziyang, University of Electronic Science and Technology of China, China Wu, Linlong, University of Luxembourg, Luxembourg He, Zishu, University of Electronic Science and Technology of China, China Shankar, Bhavani, University of Luxembourg, Luxembourg

SS_9b.2: HYBRID BEAMFORMING DESIGN FOR OFDM DUAL-FUNCTION RADAR-COMMUNICATION SYSTEM WITH DOUBLE-PHASE-SHIFTER STRUCTURE

Wang, Bowen, University of Electronic Science and Technology of China, China Cheng, Ziyang, University of Electronic Science and Technology of China, China Wu, Linlong, University of Luxembourg, Luxembourg He, Zishu, University of Electronic Science and Technology of China, China

SS_9b.3: WAVEFORM DESIGN FOR A JOINT MIMO RADAR AND COMMUNICATION SYSTEMS

Gong, Pengcheng, Wuhan Institute of Technology, China Xu, Kaiyan, Hubei University of Technology, China Wu, Yuntao, Wuhan Institute of Technology, China Jiang, Panke, Hubei University of Technology, China

SS_9b.4: DISTRIBUTED TARGET DETECTION USING QUANTIZED MEASUREMENTS FOR COOPERATIVE MIMO RADAR AND COMMUNICATIONS

Wang, Zhen, University of Electronic Science and Technology of China, China He, Qian, University of Electronic Science and Technology of China, China

SS_9b.5: BEAMFORMING IN HYBRID RIS ASSISTED INTEGRATED SENSING AND COMMUNICATION SYSTEMS

Sankar, R.S. Prasobh, Indian Institute of Science Bangalore, India Chepuri, Sundeep Prabhakar, Indian Institute of Science Bangalore, India

Tuesday, August 30, 16:20 - 18:00 ∘ Atlantic 1
SS_20 - Learning on graphs and networks

SS_20.1: LEARNING TO IDENTIFY SOURCES OF NETWORK DIFFUSION

Ye, Chang, University of Rochester, United States Mateos, Gonzalo, University of Rochester, United States

SS_20.2: THE BEST OF BOTH WORLDS: DISTRIBUTED PCA THAT IS BOTH EXACT AND COMMUNICATION EFFICIENT

Gang, Arpita, Rutgers University, New Brunswick, United States Bajwa, Waheed U., Rutgers University, New Brunswick, United States

SS_20.3: GRAPH-ASSISTED COMMUNICATION-EFFICIENT ENSEMBLE FEDERATED LEARNING

M. Ghari, Pouya, University of California Irvine, United States Shen, Yanning, University of California Irvine, United States

SS_20.4: CONTRASTIVE LEARNING FOR TIME SERIES ON DYNAMIC GRAPHS

Zhang, Yitian, McGill University, Canada Regol, Florence, McGill University, Canada Valkanas, Antonios, McGill University, Canada Coates, Mark, McGill University, Canada

SS_20.5: ENSEMBLE LINK LEARNING FOR LARGE STATE SPACE MULTIPLE ACCESS COMMUNICATIONS

Bozkus, Talha, University of Southern California, United States Mitra, Urbashi, University of Southern California, United States

Tuesday, August 30, 16:20 - 18:00 ∘ Atlantic 3
BISA_L1 - Biomedical Signal Processing I

BISA_L1.1: WAVELET TRANSFORMATION APPROACHES FOR PREDICTION OF ATRIAL FIBRILLATION.

Serhal, Hassan, University of Angers, France Abdallah, Nassib, University of Angers, France Marion, Jean-Marie, UCO, France Chauvet, Pierre, UCO, France Oueidat, Mohamad, Lebanese University, Lebanon Humeau-Heurtier, Anne, University of Angers, France

BISA_L1.2: A HYBRID TENSOR FACTORIZATION - SINGULAR SPECTRUM ANALYSIS APPROACH FOR ERP-BASED ASSESSMENT OF AUTISM IN CHILDREN

Sanabria-Barradas, Beatriz, Universidad Veracruzana, Mexico Sanei, Saeid, Nottingham Trent University, United Kingdom Granados-Ramos, Dora E., Universidad Veracruzana, Mexico

BISA_L1.3: SEMG FEATURE EXTRACTION USING GENERALIZED DISCRETE ORTHONORMAL STOCKWELL TRANSFORM AND MODIFIED MULTI-DIMENSIONAL SCALING

Karheily, Somar, Universit´e de Haute-Alsace, Germany Moukadem, Ali, Universit´e de Haute-Alsace, France Courbot, Jean-Baptiste, Universit´e de Haute-Alsace, France Ould Abdeslam, Djaffar, Universit´e de Haute-Alsace, France

BISA_L1.4: UTILITY OF ACTIMETRY TO DETECT APATHY IN OLD-AGE DEPRESSION: A PILOT STUDY

Abbas, Manuel, Université de Rennes 1, France Roy, Jean-Charles, Université de Rennes 1, France Robert, Gabriel, Université de Rennes 1, France Le Bouquin Jeannès, Régine, Université de Rennes 1, France

BISA_L1.5: WINDOWED STATE SPACE FILTERS FOR PEAK INTERFERENCE SUPPRESSION IN NEURAL SPIKE SORTING

Baeriswyl, Christof, KU Leuven, Belgium Bertrand, Alexander, KU Leuven, Belgium Wildhaber, Reto A., University of Applied Sciences and Arts Northwestern Switzerland, Switzerland

Tuesday, August 30, 16:20 - 18:00 ∘ Mediterranean
SS_15 - Acoustic Scene Analysis and Signal Enhancement Based on Advanced Signal Processing and Machine Learning

SS_15.1: DEEP LEARNING-BASED JOINT CONTROL OF ACOUSTIC ECHO CANCELLATION, BEAMFORMING AND POSTFILTERING

Haubner, Thomas, Friedrich-Alexander-University Erlangen-Nuremberg, Germany Kellermann, Walter, Friedrich-Alexander-University Erlangen-Nuremberg, Germany

SS_15.2: GEOMETRICALLY CONSTRAINED INDEPENDENT VECTOR ANALYSIS WITH AUXILIARY FUNCTION APPROACH AND ITERATIVE SOURCE STEERING

Goto, Kana, University of Tsukuba, Japan Ueda, Tetsuya, University of Tsukuba, Japan Li, Li, Nippon Telegraph and Telephone Corporation, Japan Yamada, Takeshi, University of Tsukuba, Japan Makino, Shoji, Waseda University, Japan

SS_15.3: SINGLE MICROPHONE SPEAKER EXTRACTION USING UNIFIED TIME-FREQUENCY SIAMESE-UNET

Eisenberg, Aviad, Bar-Ilan University, Israel Gannot, Sharon, Bar-Ilan University, Israel Chazan, Shlomo E., Bar-Ilan University, Israel

SS_15.4: MISSING DATA RECOVERY USING AUTOENCODER FOR MULTI-CHANNEL ACOUSTIC SCENE CLASSIFICATION

Shiroma, Yuki, Tokyo Metropolitan University, Japan Kinoshita, Yuma, Tokyo Metropolitan University, Japan Imoto, Keisuke, Doshisha University, Japan Shiota, Sayaka, Tokyo Metropolitan University, Japan Ono, Nobutaka, Tokyo Metropolitan University, Japan Kiya, Hitoshi, Tokyo Metropolitan University, Japan

SS_15.5: DEEP NEURAL DECISION FOREST FOR ACOUSTIC SCENE CLASSIFICATION

Sun, Jianyuan, University of Surrey, United Kingdom Liu, Xubo, University of Surrey, United Kingdom Mei, Xinhao, University of Surrey, United Kingdom Zhao, Jinzheng, University of Surrey, United Kingdom Plumbley, Mark D., University of Surrey, United Kingdom kılıç, Volkan, Izmir Katip Celebi University, Turkey Wang, Wenwu, University of Surrey, United Kingdom

Tuesday, August 30, 16:20 - 18:00 ∘ Adriatic
SS_17 - Machine Learning for Sequential Monte Carlo Methods

SS_17.1: A PARTICLE BERNOULLI FILTER BASED ON GAUSSIAN PROCESS LEARNING FOR MANEUVERING TARGET TRACKING

Hu, Zheng, Northwestern Polytechnical University, China Li, Tiancheng, Northwestern Polytechnical University, China

SS_17.2: CONDITIONAL MEASUREMENT DENSITY ESTIMATION IN SEQUENTIAL MONTE CARLO VIA NORMALIZING FLOW

Chen, Xiongjie, University of Surrey, United Kingdom Li, Yunpeng, University of Surrey, United Kingdom

SS_17.3: VISUALLY ASSISTED SELF-SUPERVISED AUDIO SPEAKER LOCALIZATION AND TRACKING

Zhao, Jinzheng, University of Surrey, United Kingdom Wu, Peipei, University of Surrey, United Kingdom Goudarzi, Shidrokh, University of Surrey, United Kingdom Liu, Xubo, University of Surrey, United Kingdom Sun, Jianyuan, University of Surrey, United Kingdom Xu, Yong, Tencent AI Lab, United Kingdom Wang, Wenwu, University of Surrey, United Kingdom

SS_17.4: INFERENCE WITH DEEP GAUSSIAN PROCESS STATE SPACE MODELS

Liu, Yuhao, Stony Brook University, United States Ajirak, Marzieh, Stony Brook University, United States Djuric, Petar M., Stony Brook University, United States

SS_17.5: PARAMETER ESTIMATION IN SPARSE LINEAR-GAUSSIAN STATE-SPACE MODELS VIA REVERSIBLE JUMP MARKOV CHAIN MONTE CARLO

Cox, Benjamin, University of Edinburgh, United Kingdom Elvira, Victor, University of Edinburgh, United Kingdom

Tuesday, August 30, 16:20 - 18:00 ∘ Baltic + Aegean
ASMSP_L3 - Array signal processing: Beamforming and Enhancement

ASMSP_L3.1: CONSTANT-BEAMWIDTH LINEARLY CONSTRAINED MINIMUM VARIANCE BEAMFORMER

Frank, Ariel, Technion–Israel Institute of Technology, Israel Ben-Kish, Assaf, Technion–Israel Institute of Technology, Israel Cohen, Israel, Technion–Israel Institute of Technology, Israel

ASMSP_L3.2: SPEECH ENHANCEMENT IN DISTRIBUTED MICROPHONE ARRAYS USING POLYNOMIAL EIGENVALUE DECOMPOSITION

d'Olne, Emilie, Imperial College London, United Kingdom Neo, Vincent W., Imperial College London, United Kingdom Naylor, Patrick A., Imperial College London, United Kingdom

ASMSP_L3.3: DUAL MVDR ARCHITECTURE FOR ADAPTIVE CANCELLATION OF DYNAMIC INTERFERENCE

Schreibman, Amos, General Motors, Israel Hadad, Elior, General Motors, Israel Barnov, Anna, General Motors, Israel Tzirkel-Hancock, Eli, General Motors, Israel

ASMSP_L3.4: ISS2: AN EXTENSION OF ITERATIVE SOURCE STEERING ALGORITHM FOR MAJORIZATION-MINIMIZATION-BASED INDEPENDENT VECTOR ANALYSIS

Ikeshita, Rintaro, NTT Corporation, Japan Nakatani, Tomohiro, NTT Corporation, Japan

ASMSP_L3.5: BINAURAL WIND-NOISE TRACKING WITH STEERING PRESET

Thaleiser, Stefan, Ruhr-Universität Bochum, Germany Enzner, Gerald, Carl von Ossietzky University of Oldenburg, Germany

Tuesday, August 30, 16:20 - 18:00 ∘ Poster Area 1
TMTSP_P1 - Signal Processing over Graphs and Networks

TMTSP_P1.1: TIME-VARYING GRAPH LEARNING UNDER STRUCTURED TEMPORAL PRIORS

Zhang, Xiang, Southeast University, China Wang, Qiao, Southeast University, China

TMTSP_P1.2: GRAPH NEURAL NETWORK SENSITIVITY UNDER PROBABILISTIC ERROR MODEL

Wang, Xinjue, Aalto University, Finland Ollila, Esa, Aalto University, Finland Vorobyov, Sergiy A., Aalto University, Finland

TMTSP_P1.3: ONLINE GRAPH LEARNING IN DYNAMIC ENVIRONMENTS

Zhang, Xiang, Southeast University, China Wang, Qiao, Southeast University, China

TMTSP_P1.4: GAUSSIAN PROCESSES FOR TOPOLOGY INFERENCE OF DIRECTED GRAPHS

Cui, Chen, Stony Brook University, United States Banelli, Paolo, University of Perugia, Italy Djuric, Petar, Stony Brook University, United States

TMTSP_P1.5: NNK-MEANS: DATA SUMMARIZATION USING DICTIONARY LEARNING WITH NON-NEGATIVE KERNEL REGRESSION

Shekkizhar, Sarath, University of Southern California, United States Ortega, Antonio, University of Southern California, United States

TMTSP_P1.6: TWO FOR THE PRICE OF ONE: COMMUNICATION EFFICIENT AND PRIVACY-PRESERVING DISTRIBUTED AVERAGE CONSENSUS USING QUANTIZATION

Li, Qiongxiu, Aalborg university, Denmark Lopuhaä-Zwakenberg, Milan, University of Twente, Netherlands Heusdens, Richard, Netherlands Defence Academy and Delft University of Technology, Netherlands Græsbøll Christensen, Mads, Aalborg university, Denmark

TMTSP_P1.7: SOCIAL LEARNING WITH DISPARATE HYPOTHESES

NTEMOS, KONSTANTINOS, Ecole Polytechnic Federal de Lausanne, Switzerland Bordignon, Virginia, Ecole Polytechnic Federal de Lausanne, Switzerland Vlaski, Stefan, Imperial College London, United Kingdom Sayed, Ali H., Ecole Polytechnic Federal de Lausanne, Switzerland

TMTSP_P1.8: LINEAR FUSION UNDER RANDOM CORRELATION OF ESTIMATION ERRORS

Ajgl, Jiří, University of West Bohemia, Czech Republic Straka, Ondřej, University of West Bohemia, Czech Republic

TMTSP_P1.9: RECOVERY OF MISSING SENSOR DATA BY RECONSTRUCTING TIME-VARYING GRAPH SIGNALS

Mondal, Anindya, Jadavpur University, India Das, Mayukhmali, Jadavpur University, India Chatterjee, Aditi, Jadavpur University, India Venkateswaran, Palaniandavar, Jadavpur University, India

Tuesday, August 30, 16:20 - 18:00 ∘ Poster Area 2
ASMSP_P1 - Music Signal Processing and Information Retrival

ASMSP_P1.1: AN ANALYSIS OF USING FUZZY ANNOTATIONS IN CRNN-BASED JOINT BEAT AND DOWNBEAT TRACKING

Cheng, Tian, National Institute of Advanced Industrial Science and Technology (AIST), Japan Goto, Masataka, National Institute of Advanced Industrial Science and Technology (AIST), Japan

ASMSP_P1.2: NOTE-LEVEL AUTOMATIC GUITAR TRANSCRIPTION USING ATTENTION MECHANISM

Kim, Sehun, Nagoya University, Japan Hayashi, Tomoki, Nagoya University, Japan Toda, Tomoki, Nagoya University, Japan

ASMSP_P1.3: STYLEWAVEGAN : STYLE-BASED SYNTHESIS OF DRUM SOUNDS USING GENERATIVE ADVERSARIAL NETWORKS FOR HIGHER AUDIO QUALITY

Lavault, Antoine, Apeira Technologies, France Roebel, Axel, UMR CNRS 9912, France Voiry, Matthieu, Apeira Technologies, France

ASMSP_P1.4: TRANSFER LEARNING FOR VIOLINIST IDENTIFICATION

Zhao, Yudong, Queen Mary University of London, United Kingdom Fazekas, György, Queen Mary University of London, United Kingdom Sandler, Mark, Queen Mary University of London, United Kingdom

ASMSP_P1.5: IMPROVING BALANCE IN AUTOMATIC CHORD RECOGNITION WITH RANDOM FORESTS

Miller, Jeff, Queen Mary University of London, United Kingdom O'Hanlon, Ken, Queen Mary University of London, United Kingdom Sandler, Mark, Queen Mary University of London, United Kingdom

ASMSP_P1.6: MULTI-BAND MASKING FOR WAVEFORM-BASED SINGING VOICE SEPARATION

Papantonakis, Panagiotis, National Technical University of Athens, Greece Garoufis, Christos, National Technical University of Athens, Greece Maragos, Petros, National Technical University of Athens, Greece

ASMSP_P1.7: INVESTIGATING NONNEGATIVE AUTOENCODERS FOR EFFICIENT AUDIO DECOMPOSITION

Özer, Yigitcan, International Audio Laboratories Erlangen, Germany Hansen, Jonathan, International Audio Laboratories Erlangen, Germany Zunner, Tim, International Audio Laboratories Erlangen, Germany Müller, Meinard, International Audio Laboratories Erlangen, Germany

Wednesday, August 31, 11:00 - 12:40 ∘ Atlantic 1
TMTSP_L3 - Sparse Optimization

TMTSP_L3.1: OPERATOR-NORM-BASED VARIABLE-WISE DIAGONAL PRECONDITIONING FOR AUTOMATIC STEPSIZE SELECTION OF A PRIMAL-DUAL SPLITTING ALGORITHM

Naganuma, Kazuki, Tokyo Institute of Technology, Japan Ono, Shunsuke, Tokyo Institute of Technology, Japan

TMTSP_L3.2: ADMM FOR SPARSE-PENALIZED QUANTILE REGRESSION WITH NON-CONVEX PENALTIES

Mirzaeifard, Reza, Norwegian University of Science and Technology, Norway Venkategowda, Naveen K. D., Linköping University, Sweden Gogineni, Vinay Chakravarthi, Norwegian University of Science and Technology, Norway Werner, Stefan, Norwegian University of Science and Technology, Norway

TMTSP_L3.3: A UNIFIED CLASS OF DC-TYPE CONVEXITY-PRESERVING REGULARIZERS FOR IMPROVED SPARSE REGULARIZATION

Zhang, Yi, Tokyo Institute of Technology, Japan Yamada, Isao, Tokyo Institute of Technology, Japan

TMTSP_L3.4: BEYOND GAP SCREENING FOR LASSO BY EXPLOITING NEW DUAL CUTTING HALF-SPACES

Tran, Thu-Le, Université de Rennes 1, France Elvira, Clément, CentraleSupélec - Rennes Campus, France Dang, Hong-Phuong, LaTIM, Univ. de Bretagne Occidentale, France Herzet, Cédric, Inria Rennes, France

TMTSP_L3.5: REGION-FREE SAFE SCREENING TESTS FOR L1-PENALIZED CONVEX PROBLEMS

Herzet, Cédric, INRIA Rennes - Bretagne Atlantique, France Elvira, Clément, IETR UMR CNRS 6164, CentraleSupelec Rennes Campus, France Dang, Hong-Phuong, Univ. de Bretagne Occidentale, LaTIM, INSERM-UMR1101, France

Wednesday, August 31, 11:00 - 12:40 ∘ Atlantic 3
SiG-DML_L2 - Interpretable Machine Learning

SiG-DML_L2.1: HYBRID INFERENCE WITH INVERTIBLE NEURAL NETWORKS IN FACTOR GRAPHS

van Erp, Bart, Eindhoven University of Technology, Netherlands de Vries, Bert, Eindhoven University of Technology, Netherlands

SiG-DML_L2.2: LEARNING-BASED SCATTERING TRANSFORM FOR EXPLAINABLE CLASSIFICATION

Mahiout, Thomas, Thales DMS, France Fillatre, Lionel, Université Côte d'Azur, I3S, France Deruaz-Pepin, Laurent, Thales DMS, France

SiG-DML_L2.3: AUTOMATIC SELECTION OF LATENT VARIABLES IN VARIATIONAL AUTO-ENCODERS

Jouffroy, Emma, CEA - University of Bordeaux- IMS - UMR CNRS 5218, France Giremus, Audrey, University of Bordeaux- IMS - UMR CNRS 5218, France Berthoumieu, Yannick, University of Bordeaux- IMS - UMR CNRS 5218, France Olivier, Bach, CEA, France Hugget, Alain, CEA, France

SiG-DML_L2.4: TOWARDS INTERPRETING DEEP LEARNING MODELS FOR INDUSTRY 4.0 WITH GATED MIXTURE OF EXPERTS

Chaoub, ALAAEDDINE, Université de Lorraine, Laboratoire Lorrain de Recherche en Informatique et ses Applications, France Cerisara, Christophe, Université de Lorraine, Centre national de la recherche scientifique, Laboratoire Lorrain de Recherche en Informatique et ses Applications, France Voisin, Alexandre, Université de Lorraine, Centre national de la recherche scientifique, Centre de Recherche en Automatique de Nancy, France Iung, Benoît, Université de Lorraine, Centre national de la recherche scientifique, Centre de Recherche en Automatique de Nancy, France

SiG-DML_L2.5: ON INTERPRETABILITY OF CNNS FOR MULTIMODAL MEDICAL IMAGE SEGMENTATION

Lazendic, Srdan, Ghent University, Belgium Janssens, Jens, Ghent University, Belgium Huang, Shaoguang, Ghent University, Belgium Pizurica, Aleksandra, Ghent University, Belgium

Wednesday, August 31, 11:00 - 12:40 ∘ Mediterranean
BForSec_L - Information Forensics and Security

BForSec_L.1: ADVERSARIAL TRAINING WITH INFORMED DATA SELECTION

Oliveira Kuhfuss de Mendonça, Marcele, Federal University of Rio de Janeiro, Brazil Maroto, Javier, École Polytechnique Fédérale de Lausanne, Switzerland Frossard, Pascal, École Polytechnique Fédérale de Lausanne, Switzerland Sergio Ramirez Diniz, Paulo, Federal University of Rio de Janeiro, Brazil

BForSec_L.2: COMPLIANCE CHALLENGES IN FORENSIC IMAGE ANALYSIS UNDER THE ARTIFICIAL INTELLIGENCE ACT

Lorch, Benedikt, Friedrich-Alexander-Universität, Germany Scheler, Nicole, Friedrich-Alexander-Universität, Germany Riess, Christian, Friedrich-Alexander-Universität, Germany

BForSec_L.3: SIDE-CHANNEL ATTACK COUNTERMEASURE BASED ON POWER SUPPLY MODULATION

Jevtic, Ruzica, Universidad CEU San Pablo, CEU Universities, Spain Perez-Tirador, Pablo, Universidad CEU San Pablo, CEU Universities, Spain Cabezaolias, Carmen, Universidad CEU San Pablo, CEU Universities, Spain Carnero, Pablo, Universidad CEU San Pablo, CEU Universities, Spain Caffarena, Gabriel, Universidad CEU San Pablo, CEU Universities, Spain

BForSec_L.4: AN EFFICIENT CLUSTERING-BASED NON-FIDUCIAL APPROACH FOR ECG BIOMETRIC RECOGNITION

Meltzer, David, Universidad Politécnica de Madrid, Spain Luengo, David, Universidad Politecnica de Madrid, Spain

BForSec_L.5: CNN-BASED FISH IRIS IDENTIFICATION

Schraml, Rudolf, University of Salzburg, Austria Wimmer, Georg, University of Salzburg, Austria Hofbauer, Heinz, University of Salzburg, Austria Jalilian, Ehsaneddin, University of Salzburg, Austria Bekkozhayeva, Dinara, University of South Bohemia, Czech Republic Cisar, Petr, University of South Bohemia, Czech Republic Uhl, Andreas, University of Salzburg, Austria

Wednesday, August 31, 11:00 - 12:40 ∘ Adriatic
SS_1 - Robust and Distributed Learning over Networks

SS_1.1: LEARNING WHILE RESPECTING PRIVACY AND ROBUSTNESS TO ADVERSARIAL DISTRIBUTED DATASETS

Sadeghi, Alireza, University of Minnesota, United States Giannakis, Georgios, University of Minnesota, United States

SS_1.2: UNDERSTANDING BENIGN OVERFITTING IN PERSONALIZED FEDERATED LEARNING

Chen, Lisha, Rensselaer Polytechnic Institute, United States Chen, Tianyi, Rensselaer Polytechnic Institute, United States

SS_1.3: MULTISCALE GRAPH SCATTERING TRANSFORM

Liu, Genjia, Shanghai Jiao Tong University, China Li, Maosen, Shanghai Jiao Tong University, China Chen, Siheng, Shanghai Jiao Tong University, China

SS_1.4: ROBUST AND EFFICIENT AGGREGATION FOR DISTRIBUTED LEARNING

Vlaski, Stefan, Imperial College London, United Kingdom Schroth, Christian, Technische Universität Darmstadt, Germany Muma, Michael, Technische Universität Darmstadt, Germany Zoubir, Abdelhak, Technische Universität Darmstadt, Germany

SS_1.5: DISTRIBUTED DENOISING OVER SIMPLICIAL COMPLEXES USING CHEBYSHEV POLYNOMIAL APPROXIMATION

Kadambari, Sai Kiran, Indian Institute of Science, Bangalore, India Francis, Robin, Indian Institute of Science, Bangalore, India Chepuri, Sundeep Prabhakar, Indian Institute of Science, Bangalore, India

Wednesday, August 31, 11:00 - 12:40 ∘ Baltic + Aegean
SS_21 - Missing Data in Signal & Image Processing: Trends and New Challenges

SS_21.1: ROBUST ESTIMATION OF GAUSSIAN MIXTURE MODELS USING ANOMALY SCORES AND BAYESIAN INFORMATION CRITERION FOR MISSING VALUE IMPUTATION

Mouret, Florian, IRIT Computer Science Research Institute of Toulouse / TERRANIS, France Albughdadi, Mohanad, TERRANIS, France Duthoit, Sylvie, TERRANIS, France Kouamé, Denis, IRIT Computer Science Research Institute of Toulouse, France Tourneret, Jean-Yves, IRIT Computer Science Research Institute of Toulouse, France

SS_21.2: ROBUST TENSOR TRACKING WITH MISSING DATA UNDER TENSOR-TRAIN FORMAT

Le, Trung Thanh, University of Orleans, France Abed-Meraim, Karim, University of Orleans, France Nguyen, Linh Trung, VNU University of Engineering and Technology, Viet Nam Hafiane, Adel, INSA Centre Val de Loire, France

SS_21.3: STATE ESTIMATION OF LINEAR SYSTEMS WITH SPARSE INPUTS AND MARKOV-MODULATED MISSING OUTPUTS

Joseph, Geethu, TU Delft, Netherlands K. Varshney, Pramod, Syracuse University, United States

SS_21.4: RIEMANNIAN CLASSIFICATION OF EEG SIGNALS WITH MISSING VALUES

Hippert-Ferrer, Alexandre, Université Paris-Saclay, CNRS, CentraleSupélec, Laboratoire des Signaux et Systèmes, France Mian, Ammar, Laboratoire d’Informatique, Systèmes, Traitement de l’Information et de la Connaissance, Université Savoie Mont Blanc, France Bouchard, Florent, Université Paris-Saclay, CNRS, CentraleSupélec, Laboratoire des Signaux et Systèmes, France Pascal, Frédéric, Université Paris-Saclay, CNRS, CentraleSupélec, Laboratoire des Signaux et Systèmes, France

SS_21.5: TRUNCATED MATRIX COMPLETION - AN EMPIRICAL STUDY

Naik, Rishhabh, University of Michigan, United States Trivedi, Nisarg, University of Michigan, United States Ataee Tarzanagh, Davoud, University of Michigan, United States Balzano, Laura, University of Michigan, United States

Wednesday, August 31, 11:00 - 12:40 ∘ Poster Area 1
ASMSP_P2 - Applications of audio and acoustics: Anomaly detection

ASMSP_P2.1: UNSUPERVISED ACOUSTIC ANOMALY DETECTION SYSTEMS BASED ON GAUSSIAN MIXTURE DENSITY NEURAL NETWORK

Liu, Zhaoyi, Catholic University of Leuven, Belgium Tang, Haoyu, Norwegian University of Science and Technology, Norway Michiels, Sam, Catholic University of Leuven, Belgium Joosen, Wouter, Catholic University of Leuven, Belgium Hughes, Danny, Catholic University of Leuven, Belgium

ASMSP_P2.2: AN OPEN-ACCESS SYSTEM FOR LONG-RANGE CHAINSAW SOUND DETECTION

Stefanakis, Nikolaos, Foundation of Research and Technology Hellas, Greece Psaroulakis, Konstantinos, Foundation of Research and Technology Hellas, Greece Simou, Nikonas, Foundation of Research and Technology Hellas, Greece Astaras, Christos, Forest Research Institute, Greece

ASMSP_P2.3: ANOMALOUS SOUND DETECTION BASED ON MACHINE ACTIVITY DETECTION

Nishida, Tomoya, Hitachi, Ltd., Japan Dohi, Kota, Hitachi, Ltd., Japan Endo, Takashi, Hitachi, Ltd., Japan Yamamoto, Masaaki, Hitachi, Ltd., Japan Kawaguchi, Yohei, Hitachi, Ltd., Japan

ASMSP_P2.4: HIERARCHICAL CONDITIONAL VARIATIONAL AUTOENCODER BASED ACOUSTIC ANOMALY DETECTION

Purohit, Harsh, Hitachi, Japan Endo, Takashi, Hitachi, Japan Yamamoto, Masaaki, Hitachi, Japan Kawaguchi, Yohei, Hitachi, Japan

ASMSP_P2.5: DISENTANGLING PHYSICAL PARAMETERS FOR ANOMALOUS SOUND DETECTION UNDER DOMAIN SHIFTS

Dohi, Kota, Hitachi Ltd., Japan Endo, Takashi, Hitachi Ltd., Japan Kawaguchi, Yohei, Hitachi Ltd., Japan

ASMSP_P2.6: ADVERSARIAL ATTACKS AGAINST AUDIO SURVEILLANCE SYSTEMS

Ntalampiras, Stavros, Università degli studi Milano, Italy

ASMSP_P2.7: NEURAL NETWORK BASED CARRIER FREQUENCY OFFSET ESTIMATION FROM SPEECH TRANSMITTED OVER HIGH FREQUENCY CHANNELS

Heitkaemper, Jens, Paderborn University, Germany Schmalenstroeer, Joerg, Paderborn University, Germany Haeb-Umbach, Reinhold, Paderborn University, Germany

ASMSP_P2.8: IMPROVEMENT OF SERIAL APPROACH TO ANOMALOUS SOUND DETECTION BY INCORPORATING TWO BINARY CROSS-ENTROPIES FOR OUTLIER EXPOSURE

Kuroyanagi, Ibuki, Nagoya University, Japan Hayashi, Tomoki, Human Dataware Lab. Co., Ltd., Japan Takeda, Kazuya, Nagoya University, Japan Toda, Tomoki, Nagoya University, Japan

Wednesday, August 31, 11:00 - 12:40 ∘ Poster Area 2
VIP_P1 - Detection and classification

VIP_P1.1: MULTI-TEMPORAL SAR CHANGE DETECTION USING WAVELET TRANSFORMS

BOUHLEL, Nizar, Agrocampus-ouest Angers, France ROUSSEAU, David, University of Angers, France

VIP_P1.3: PRIVACY-PRESERVING IMAGE CLASSIFICATION USING VISION TRANSFORMER

Qi, Zheng, Tokyo Metropolitan University, Japan MaungMaung, AprilPyone, Tokyo Metropolitan University, Japan Kinoshita, Yuma, Tokyo Metropolitan University, Japan Kiya, Hitoshi, Tokyo Metropolitan University, Japan

VIP_P1.4: DEEP CODING PATTERNS DESIGN FOR COMPRESSIVE NEAR-INFRARED SPECTRAL CLASSIFICATION

Bacca, Jorge, Universidad Industrial De Santander, Colombia Hernández Rojas, María Alejandra, Universidad Industrial De Santander, Colombia Arguello, Henry, Universidad Industrial De Santander, Colombia

VIP_P1.5: AUDIO VISUAL GRAPH ATTENTION NETWORKS FOR EVENT DETECTION IN SPORTS VIDEO

Ishiwatari, Taichi, NHK, Japan Azuma, Makiko, NHK, Japan Handa, Takuya, NHK, Japan Takahashi, Masaki, NHK, Japan Mochizuki, Takahiro, NHK, Japan Sano, Masanori, NHK, Japan

VIP_P1.6: A NOVEL MACHINE LEARNING APPROACH IN IMAGE PATTERN RECOGNITION UNDER INVARIANCE CONSTRAINTS

Nastasiu, Dragoș, Univeristé Grenoble-Alpes, France Digulescu, Angela, Military Technical Academy “Ferdinand I”, Romania Ioana, Cornel, Univeristé Grenoble-Alpes, France Bernier, Maxime, Univeristé Savoie Mont-Blanc, France Garet, Fréderic, Univeristé Savoie Mont-Blanc, France Șerbănescu, Alexandru, Military Technical Academy “Ferdinand I”, Romania

VIP_P1.7: LEVEL FUSION ANALYSIS OF RECURRENT AUDIO AND VIDEO NEURAL NETWORK FOR VIOLENCE DETECTION IN RAILWAY

Marteau, Tony, SNCF Voyageurs, France Sodoyer, David, Univ Gustave Eiffel, France Ambellouis, Sebastien, Univ Gustave Eiffel, France Afanou, Sitou, SNCF Voyageurs, France

Wednesday, August 31, 11:00 - 12:40 ∘ Poster Area 3
SS_13_P - Recent Trends in Advanced Satellite Communications

SS_13_P.1: A DEEP LEARNING BASED ACCELERATION OF COMPLEX SATELLITE RESOURCE MANAGEMENT PROBLEM

Abdu, Tedros Salih, University of Luxembourg, Luxembourg Kisseleff, Steven, University of Luxembourg, Luxembourg Lei, Lei, Xi’an Jiaotong University, China Lagunas, Eva, University of Luxembourg, Luxembourg Grotz, Joel, SES Engineering, Luxembourg Chatzinotas, Symeon, University of Luxembourg, Luxembourg

SS_13_P.2: SCHEDULING FOR GROUND-ASSISTED FEDERATED LEARNING IN LEO SATELLITE CONSTELLATIONS

Razmi, Nasrin, University of Bremen, Germany Matthiesen, Bho, University of Bremen, Germany Dekorsy, Armin, University of Bremen, Germany Popovski, Petar, Aalborg University, Denmark

SS_13_P.3: LEARNING TO OPTIMIZE SATELLITE FLEXIBLE PAYLOADS

Vázquez, Miguel Ángel, Centre Tecnològic de Telecomunicacions de Catalunya, Spain Henarejos, Pol, Centre Tecnològic de Telecomunicacions de Catalunya, Spain Pérez-Neira, Ana, Centre Tecnològic de Telecomunicacions de Catalunya, Spain

Wednesday, August 31, 11:00 - 12:40 ∘ Poster Area 3
SS_16_P - Edge-Fog-Cloud Machine Learning for Smart Cities Application

SS_16_P.1: ACTIVE VISION CONTROL POLICIES FOR FACE RECOGNITION USING DEEP REINFORCEMENT LEARNING

Tosidis, Pavlos, Aristotle University of Thessaloniki, Greece Passalis, Nikolaos, Aristotle University of Thessaloniki, Greece Tefas, Anastasios, Aristotle University of Thessaloniki, Greece

SS_16_P.2: BACS: A COMPREHENSIVE TOOL FOR DEEP LEARNING-BASED ANOMALY DETECTION IN EDGE-FOG-CLOUD SYSTEMS

Milosevic, Nemanja, University of Novi Sad, Faculty of Sciences, Serbia Jakovetic, Dusan, University of Novi Sad, Faculty of Sciences, Serbia Skrbic, Srdjan, University of Novi Sad, Faculty of Sciences, Serbia Savic, Milos, University of Novi Sad, Faculty of Sciences, Serbia Stamenkovic, Dusan, University of Novi Sad, Faculty of Sciences, Serbia Mascolo, Julien, Centro Ricerche Fiat, Italy Masera, Davide, Centro Ricerche Fiat, Italy

SS_16_P.3: WEIGHTED EDIT DISTANCE FOR COUNTRY CODE RECOGNITION IN LICENSE PLATES

Chumachenko, Kateryna, Tampere University, Finland Iosifidis, Alexandros, Aarhus University, Denmark Gabbouj, Moncef, Tampere University, Finland

SS_16_P.4: EVALUATING SHORT-TERM FORECASTING OF MULTIPLE TIME SERIES IN IOT ENVIRONMENTS

Tzagkarakis, Christos, Foundation for Research and Technology-Hellas, Greece Charalampidis, Pavlos, Foundation for Research and Technology-Hellas, Greece Roubakis, Stylianos, Foundation for Research and Technology-Hellas, Greece Fragkiadakis, Alexandros, Foundation for Research and Technology-Hellas, Greece Ioannidis, Sotiris, Technical University of Crete, Greece

SS_16_P.5: OPTIMIZING PHINET ARCHITECTURES FOR THE DETECTION OF URBAN SOUNDS ON LOW-END DEVICES

Brutti, Alessio, FBK, Italy Paissan, Francesco, FBK, Italy Ancilotto, Alberto, FBK, Italy Farella, Elisabetta, FBK, Italy

Wednesday, August 31, 14:00 - 15:40 ∘ Atlantic 1
TMTSP_L4 - Signal Processing over Graphs and Networks
Wednesday, August 31, 14:00 - 15:40 ∘ Atlantic 3
BISA_L4 - Artificial Intelligence in Biomedical Applications

BISA_L4.1: CONVOLUTIONAL DICTIONARY LEARNING BY END-TO-END TRAINING OF ITERATIVE NEURAL NETWORKS

Kofler, Andreas, Physikalisch-Technische Bundesanstalt, Germany Wald, Christian, Charité - Universitätsmedizin Berlin, Germany Schäffter, Tobias, Physikalisch-Technische Bundesanstalt, Germany Haltmeier, Markus, University of Innsbruck, Austria Kolbitsch, Christoph, Physikalisch-Technische Bundesanstalt, Germany

BISA_L4.2: CONTRASTIVE LEARNING FOR ATRIAL FIBRILLATION DETECTION IN CHALLENGING SCENARIOS.

Fonseca, Karen, Universidad Industrial de Santander, Colombia Osorio, Sergio, Universidad Industrial de Santander, Colombia Castillo, Jeyson, Universidad Industrial de Santander, Colombia Fajardo, Carlos, Universidad Industrial de Santander, Colombia

BISA_L4.3: DEEP LEARNING FOR SCALP HIGH FREQUENCY OSCILLATIONS IDENTIFICATION

Milon-Harnois, Gaëlle, Laboratoire Angevin en Recherche des Systèmes (LARIS), France Jrad, Nisrine, Laboratoire Angevin en Recherche des Systèmes (LARIS), France Schang, Daniel, ESEO Tech, LERIA, France Van Bogaert, Patrick, Centre Hospitalier Universitaire, France Chauvet, Pierre, Laboratoire Angevin en Recherche des Systèmes (LARIS), France

BISA_L4.4: SECONDARY STRUCTURE CLASSIFICATION OF LOW-HOMOLOGY PROTEINS WITH GRAPH NEURAL NETWORKS

Zervou, Michaela Areti, University of Crete, Foundation for Research and Technology-Hellas, Greece Doutsi, Effrosyni, Foundation for Research and Technology-Hellas, Greece Tsakalides, Panagiotis, University of Crete, Foundation for Research and Technology-Hellas, Greece

BISA_L4.5: AUDIO-BASED DEEP LEARNING FRAMEWORKS FOR DETECTING COVID-19

Ngo, Dat, University of Essex, United Kingdom Pham, Lam, Austrian Institute of Technology, Austria Hoang, Truong, FPT Software Company Limited, Viet Nam Kolozali, Sefki, University of Essex, United Kingdom Jarchi, Delaram, University of Essex, United Kingdom

Wednesday, August 31, 14:00 - 15:40 ∘ Mediterranean
SPCN_L1 - Machine Learning in Communications

SPCN_L1.1: PARAMNET: A MULTI-LAYER PARAMETRIC NETWORK FOR JOINT CHANNEL ESTIMATION AND SYMBOL DETECTION

Choqueuse, VIncent, ENIB, France Frunza, Alexandru, ENIB, France Belouchrani, Adel, Ecole Nationale Polytechnique, Algeria Azou, Stéphane, ENIB, France Morel, Pascal, ENIB, France

SPCN_L1.2: INFERENCE-BASED REINFORCEMENT LEARNING AND ITS APPLICATION TO DYNAMIC RESOURCE ALLOCATION

Tsiaflakis, Paschalis, Nokia, Belgium Coomans, Werner, Nokia, Belgium

SPCN_L1.3: ROBUST MIMO DETECTION USING HYPERNETWORKS WITH LEARNED REGULARIZERS

Zilberstein, Nicolas, Rice University, United States Dick, Chris, Nvidia, United States Doost-Mohammady, Rahman, Rice University, United States Sabharwal, Ashutosh, Rice University, United States Segarra, Santiago, Rice University, United States

SPCN_L1.4: DEEP UNFOLDING IN MULTICELL MU-MIMO

Schynol, Lukas, Technische Universität Darmstadt, Germany Pesavento, Marius, Technische Universität Darmstadt, Germany

SPCN_L1.5: SAFEAMC: ADVERSARIAL TRAINING FOR ROBUST MODULATION CLASSIFICATION MODELS

Maroto, Javier, EPFL, Switzerland Bovet, Gérôme, armasuisse Science\&Technology, Switzerland Frossard, Pascal, EPFL, Switzerland

Wednesday, August 31, 14:00 - 15:40 ∘ Adriatic
SS_2 - Hearing the Walls: Methods and Applications for the Inference of Geometric and Acoustic Properties of Reverberant Environments

SS_2.1: ECHO-ENABLED DIRECTION-OF-ARRIVAL AND RANGE ESTIMATION OF A MOBILE SOURCE IN AMBISONIC DOMAIN

Daniel, Jérôme, Orange Labs, France Kitić, Srđan, Orange Labs, France

SS_2.2: ROOM ACOUSTIC PROPERTIES ESTIMATION FROM A SINGLE 360◦ PHOTO

Alawadh, Mona, University of Southampton, United Kingdom Wu, Yihong, University of Southampton, United Kingdom Heng, Yuwen, University of Southampton, United Kingdom Niranjan, Mahesan, University of Southampton, United Kingdom Kim, Hansung, University of Southampton, United Kingdom

SS_2.3: TOWARDS GRIDLESS SOUND FIELD RECONSTRUCTION

van der Werf, Ids, Delft University of Technology, Netherlands Martínez-Nuevo, Pablo, Bang & Olufsen, Denmark Møller, Martin, Bang & Olufsen, Denmark Hendriks, Richard, Delft University of Technology, Netherlands Martinez, Jorge, Delft University of Technology, Netherlands

SS_2.4: GEOMETRY-INFORMED ESTIMATION OF SURFACE ABSORPTION PROFILES FROM ROOM IMPULSE RESPONSES

Dilungana, Stéphane, Inria, France Deleforge, Antoine, Inria, France Foy, Cédric, Cerema, France Faisan, Sylvain, Université de Strasbourg, France

Wednesday, August 31, 14:00 - 15:40 ∘ Baltic + Aegean
ASMSP_L4 - Dereverberation and Echo Cancellation

ASMSP_L4.1: AN IMPROVED FUNCTIONAL LINK ARCHITECTURE FOR NONLINEAR AEC

Burra, Srikanth, Indian Institute of Information Technology Design and Manufacturing Kancheepuram, India Kar, Asutosh, Indian Institute of Information Technology Design and Manufacturing, India Græsbøll Christensen, Mads, Aalborg University, Denmark

ASMSP_L4.2: RECEPTIVE FIELD ANALYSIS OF TEMPORAL CONVOLUTIONAL NETWORKS FOR MONAURAL SPEECH DEREVERBERATION

Ravenscroft, William, The University of Sheffield, United Kingdom Goetze, Stefan, The University of Sheffield, United Kingdom Hain, Thomas, The University of Sheffield, United Kingdom

ASMSP_L4.3: CONDITIONAL GENERATIVE ADVERSARIAL NETWORKS FOR ACOUSTIC ECHO CANCELLATION

Pastor-Naranjo, Fran, Universitat Politècnica de València, Spain del Amor, Rocío, Universitat Politècnica de València, Spain Silva-Rodríguez, Julio, Universitat Politècnica de València, Spain Ferrer, Miguel, Universitat Politècnica de València, Spain Piñero, Gema, Universitat Politècnica de València, Spain Naranjo, Valery, Universitat Politècnica de València, Spain

ASMSP_L4.4: A UNIFIED PERSPECTIVE ON TIME-DOMAIN AND FREQUENCY-DOMAIN KALMAN FILTERS FOR ACOUSTIC SYSTEM IDENTIFICATION

Kabzinski, Tobias, RWTH Aachen University, Germany Jax, Peter, RWTH Aachen University, Germany

ASMSP_L4.5: ADAPTIVE DEREVERBERATION, NOISE AND INTERFERER REDUCTION USING SPARSE WEIGHTED LINEARLY CONSTRAINED MINIMUM POWER BEAMFORMING

Gode, Henri, University of Oldenburg, Germany Doclo, Simon, University of Oldenburg, Germany

Wednesday, August 31, 14:00 - 15:40 ∘ Poster Area 1
SPMuS_P2 - Array Signal Processing

SPMuS_P2.1: COHERENCE-BASED SUBSPACE PACKINGS FOR MIMO NONCOHERENT COMMUNICATIONS

Álvarez-Vizoso, Javier, Universidad de Cantabria, Spain Cuevas, Diego, Universidad de Cantabria, Spain Beltrán, Carlos, Universidad de Cantabria, Spain Santamaria, Ignacio, Universidad de Cantabria, Spain Tuček, Vít, Huawei Technologies, Sweden Peters, Gunnar, Huawei Technologies, Sweden

SPMuS_P2.2: INTEGRATED MIMO SIGNAL DESIGN VIA SPATIO-SPECTRAL MODULATION

Yu, Xianxiang, University of Electronic Science and Technology of China, China Yao, Xue, Southeast University, China Qiu, Hui, University of Electronic Science and Technology of China, China Cui, Guolong, University of Electronic Science and Technology of China, China

SPMuS_P2.3: USER LOCALIZATION USING RF SENSING: A PERFORMANCE COMPARISON BETWEEN LIS AND MMWAVE RADARS

J. Vaca-Rubio, Cristian, Department of Electronic Systems, Aalborg University, Aalborg, Denmark, Denmark Salami, Dariush, Department of Communications and Networking, Aalto University, Espoo, Finland, Finland Popovski, Petar, Department of Electronic Systems, Aalborg University, Aalborg, Denmark, Denmark de Carvalho, Elisabeth, Department of Electronic Systems, Aalborg University, Aalborg, Denmark, Denmark Tan, Zheng-Hua, Department of Electronic Systems, Aalborg University, Aalborg, Denmark, Denmark Sigg, Stephan, Department of Communications and Networking, Aalto University, Espoo, Finland, Finland

SPMuS_P2.4: COOPERATIVE RADAR-COMMUNICATIONS SYSTEM WITH REDUCED-COMPLEXITY: A COMBINED TRANSMITTER SELECTION AND RECEIVER DEPLOYMENT APPROACH

Wang, Liming, University of Electronic Science and Technology of China, China He, Qian, Yangtze Delta Region Institute Quzhou, University of Electronic Science and Technology of China, China Li, Huiyong, University of Electronic Science and Technology of China, China

SPMuS_P2.5: PHASELESS PASSIVE SYNTHETIC APERTURE IMAGING WITH REGULARIZED WIRTINGER FLOW

Aditi, K., TCS Research, India Kumar, A. Anil, TCS Research, India Majumdar, Angshul, IIIT-Delhi, India Chakravarty, Tapas, TCS Research, India Kumar, Kriti, TCS Research, India

SPMuS_P2.6: FLEXIBLE EXTENDED NESTED ARRAY WITH MULTIPLE SUBARRAYS ACHIEVING IMPROVED DEGREES OF FREEDOM

Wandale, Steven, Yokohama National University, Japan Ichige, Koichi, Yokohama National University, Japan

SPMuS_P2.7: GLOBAL MDL MINIMIZATION-BASED METHOD FOR DETECTION OF THE NUMBER OF SOURCES IN PRESENCE OF UNKNOWN NONUNIFORM NOISE

Liu, Aifei, Northwestern Polytechnical University, China Guo, Hanjun, Guilin University Of Electronic Technology, China Arnatovich, Yauhen, Northwestern Polytechnical University, China

SPMuS_P2.8: SENSOR NODE CALIBRATION IN PRESENCE OF A DOMINANT REFLECTIVE PLANE

Tegler, Erik, Lund University, Sweden Larsson, Martin, Lund University, Combain Mobile AB, Sweden Oskarsson, Magnus, Lund University, Sweden Åström, Kalle, Lund University, Sweden

SPMuS_P2.9: 3D DDOA-BASED SELF-POSITIONING AT MOBILE DEVICES

LE, Hoang, EURECOM, France SLOCK, Dirk, EURECOM, France ROSSI, Jean-Pierre, Orange Labs, France

Wednesday, August 31, 14:00 - 15:40 ∘ Poster Area 2
SiG-DML_P2 - Applications of Machine Learning

SiG-DML_P2.1: FAST AND ACCURATE GRAVITATIONAL-WAVE MODELLING WITH PRINCIPAL COMPONENT REGRESSION

Cano, Cyril, Univ. Grenoble Alpes, CNRS, Grenoble INP, GIPSA-Lab, F-38000 Grenoble, France, France Chassande-Mottin, Éric, Université de Paris, CNRS, Astroparticule et Cosmologie, F-75006 Paris, France, France Le Bihan, Nicolas, Univ. Grenoble Alpes, CNRS, Grenoble INP, GIPSA-Lab, F-38000 Grenoble, France, France

SiG-DML_P2.2: AN EFFICIENT DEEP BIDIRECTIONAL TRANSFORMER MODEL FOR ENERGY DISAGGREGATION

Sykiotis, Stavros, National Technical University of Athens, Greece Kaselimi, Maria, National Technical University of Athens, Greece Doulamis, Anastasios, National Technical University of Athens, Greece Doulamis, Nikolaos, National Technical University of Athens, Greece

SiG-DML_P2.3: DETECTION OF ELECTRICITY THEFT FALSE DATA INJECTION ATTACKS IN SMART GRIDS

Takiddin, Abdulrahman, Texas A&M University, United States Ismail, Muhammad, Tennessee Technological University, United States Serpedin, Erchin, Texas A&M University, United States

SiG-DML_P2.4: ESTIMATION OF COOLING CIRCUITS' TEMPERATURE IN BATTERY ELECTRIC VEHICLES USING KARHUNEN LOEVE EXPANSION AND LSTM

Padrós, Marc Sebastián, BMW GROUP, Germany Schirmer, Pascal Alexander, University of Hertfordhshire, United Kingdom Mporas, Iosif, University of Hertfordhshire, United Kingdom

SiG-DML_P2.5: ACCURATE FREQUENCY ESTIMATION USING DFT AND ARTIFICIAL NEURAL NETWORKS

Minda, Andrea-Amalia, Babes-Bolyai University, Romania Burtea, Daniela-Giorgiana, Babes-Bolyai University, Romania Gillich, Gilbert-Rainer, Babes-Bolyai University, Romania Tufisi, Cristian, Babes-Bolyai University, Romania Gillich, Nicoleta, Babes-Bolyai University, Romania Praisach, Zeno-Iosif, Babes-Bolyai University, Romania

SiG-DML_P2.6: CLASSIFICATION OF RADAR TARGETS USING FEATURES BASED ON WARPED DISCRETE FOURIER TRANSFORM

Bujaković, Dimitrije, University of Defence in Belgrade, Military Academy, Serbia Andrić, Milenko, University of Defence in Belgrade, Military Academy, Serbia Bondžulić, Boban, University of Defence in Belgrade, Military Academy, Serbia Simić, Slobodan, University of Defence in Belgrade, Military Academy, Serbia

SiG-DML_P2.7: ACOUSTIC TEMPERATURE TOMOGRAPHY USING A UNET BASED DEEP LEARNING APPROACH

Tamire, Messay Tafesse, Silicon Austria Labs, Austria Pathuri-Bhuvana, Venkata, Silicon Austria Labs, Austria Lehner, Bernhard, Silicon Austria Labs, Austria Schuster, Stefan, voestalpine Stahl GmbH, Austria Och, Andreas, Infineon Technologies Austria AG, Austria Akram, Muhammad Nadeem, University of South-Eastern Norway, Norway

SiG-DML_P2.8: UNSUPERVISED DOMAIN ADAPTATION ACROSS FMCW RADAR CONFIGURATIONS USING MARGIN DISPARITY DISCREPANCY

Hernangomez, Rodrigo, Fraunhofer Heinrich Hertz Institute, Germany Bjelakovic, Igor, Fraunhofer Heinrich Hertz Institute, Germany Servadei, Lorenzo, Infineon Technologies AG, Germany Stanczak, Slawomir, Fraunhofer Heinrich Hertz Institute, Germany

Wednesday, August 31, 14:00 - 15:40 ∘ Poster Area 3
ASMSP_P3 - Spatial audio: Capture and reproduction

ASMSP_P3.1: GEOMETRICALLY-MOTIVATED PRIMARY-AMBIENT DECOMPOSITION WITH CENTER-CHANNEL EXTRACTION

Paulus, Jouni, Fraunhofer Institute for Integrated Circuits IIS, Germany Torcoli, Matteo, Fraunhofer Institute for Integrated Circuits IIS, Germany

ASMSP_P3.2: OPTIMIZED LEARNING OF SPATIAL-FOURIER REPRESENTATIONS FROM FAST HRIR RECORDINGS

Enzner, Gerald, Carl von Ossietzky University Oldenburg, Germany Urbanietz, Christoph, Ruhr-Universität Bochum, Germany Martin, Rainer, Ruhr-Universität Bochum, Germany

ASMSP_P3.3: AMBISONICS CAPTURE USING MICROPHONES ON HEAD-WORN DEVICE OF ARBITRARY GEOMETRY

Bastine, Amy, Australian National University, Australia Birnie, Lachlan, Australian National University, Australia Abhayapala, Thushara, Australian National University, Australia Samarasinghe, Prasanga, Australian National University, Australia Tourbabin, Vladimir, Meta (Facebook) Reality Labs, United States

ASMSP_P3.4: ESTIMATING AND REPRODUCING AMBIENCE IN AMBISONIC RECORDINGS

McCormack, Leo, Aalto University, Finland Politis, Archontis, Tampere University, Finland

ASMSP_P3.5: WAVE DOMAIN SOUND FIELD INTERPOLATION USING TWO SPHERICAL MICROPHONE ARRAYS

Tang, Xiaoli, The Australian National University, Australia Zhang, Jihui (Aimee), The Australian National University, Australia Alon, David, Meta, United States Ben-Hur, Zamir, Meta, United States Samarasinghe, Prasanga, The Australian National University, Australia Abhayapala, Thushara, The Australian National University, Australia

ASMSP_P3.6: MICROPHONE ARRAY CODING PRESERVING SPATIAL INFORMATION FOR CLOUD-BASED MULTICHANNEL SPEECH RECOGNITION

Jones, Daniel, Imperial College London, United Kingdom Sharma, Dushyant, Nuance Communications Inc., USA, United States Kruchinin, Stanislav, Nuance Communications GmbH, Austria, United States Naylor, Patrick, Imperial College London, United States

ASMSP_P3.7: COMPARISON OF LEARNING-BASED DOA ESTIMATION BETWEEN SH DOMAIN FEATURES

Hu, Yonggang, Australian National University, Australia Gannot, Sharon, Bar-Ilan University, Israel

ASMSP_P3.8: TOWARDS ALL-PURPOSE FULL-SPHERE BINAURAL LOCALIZATION

Kaneko, Shoken, University of Maryland, College Park, United States Gamper, Hannes, Microsoft Research, United States

ASMSP_P3.9: SECTOR-BASED ENCODING AND DATA COMPRESSION OF VIRTUAL ACOUSTIC SCATTERING

Gonzalez, Raimundo, Aalto University, Finland Hold, Christoph, Aalto University, Finland Politis, Archontis, Tampere University of Technology, Finland Lokki, Tapio, Aalto University, Finland

ASMSP_P3.10: MODIFIED SOUND FIELD INTERPOLATION METHOD FOR ROTATION-ROBUST BEAMFORMING WITH UNEQUALLY SPACED CIRCULAR MICROPHONE ARRAY

Luan, Shuming, Nagoya University, Japan Wakabayashi, Yukoh, Tokyo Metropolitan University, Japan Toda, Tomoki, Nagoya University, Japan

Wednesday, August 31, 16:10 - 17:50 ∘ Atlantic 1
SS_3 - Recent Advances on Statistical and Optimisation Methods for High-Dimensional Data

SS_3.1: A BAYESIAN BASED UNROLLING APPROACH TO SINGLE-PHOTON LIDAR IMAGING THROUGH OBSCURANTS

Koo, Jakeoung, Heriot-Watt University, United Kingdom Halimi, Abderrahim, Heriot-Watt University, United Kingdom Maccarone, Aurora, Heriot-Watt University, United Kingdom Buller, Gerald S., Heriot-Watt University, United Kingdom McLaughlin, Stephen, Heriot-Watt University, United Kingdom

SS_3.2: AN EM ALGORITHM FOR MIXTURES OF HYPERSPHERES

Lesouple, Julien, ENAC, France Burger, Philippe, INRAE, France Tourneret, Jean-Yves, IRIT/ENSEEIHT/TéSA, France

SS_3.3: DEEP DECONVOLUTION APPLIED TO DISTRIBUTED ACOUSTIC SENSING FOR TRAFFIC ANALYSIS

van den Ende, Martijn, Université Côte d'Azur, France Ferrari, André, Université Côte d'Azur, France Sladen, Anthony, Université Côte d'Azur, France Richard, Cédric, Université Côte d'Azur, France

SS_3.4: ROBUST TENSOR REGRESSION WITH APPLICATIONS IN IMAGING

Ollila, Esa, Aalto University, Finland Kim, Hyon-Jung, Tampere University, Finland

SS_3.5: FALSE DISCOVERY RATE CONTROL FOR GROUPED VARIABLE SELECTION IN HIGH-DIMENSIONAL LINEAR MODELS USING THE T-KNOCK FILTER

Machkour, Jasin, Technische Universität Darmstadt, Germany Muma, Michael, Technische Universität Darmstadt, Germany Palomar, Daniel P., The Hong Kong University of Science and Technology, China

Wednesday, August 31, 16:10 - 17:50 ∘ Atlantic 3
SiG-DML_L3 - Applications of Machine Learning

SiG-DML_L3.1: DISTRIBUTED KALMAN FILTERS FOR RELATIVE FORMATION CONTROL OF MULTI-AGENT SYSTEMS

van der Marel, Martijn, Delft university of technology, Netherlands Rajan, Raj Thilak, Delft university of technology, Netherlands

SiG-DML_L3.2: PERSONALIZED SLEEP STATE CLASSIFICATION VIA LEARNED FACTOR GRAPHS

Rubinstein, Bar, Ben-Gurion University of the Negev, Israel Filin, Yoav, Ben-Gurion University of the Negev, Israel Shlezinger, Nir, Ben-Gurion University of the Negev, Israel Farsad, Nariman, Ryerson University, Canada

SiG-DML_L3.3: ROBUST FEATURE LEARNING FOR REMAINING USEFUL LIFE ESTIMATION USING SIAMESE NEURAL NETWORKS

Aydemir, Gurkan, Bursa Technical University, Turkey Paynabar, Kamran, Georgia Institute of Technology, United States Acar, Burak, Bogazici University, Turkey

SiG-DML_L3.4: GROUP EQUIVARIANT NETWORKS FOR LEAKAGE DETECTION IN VACUUM BAGGING

Brauer, Christoph, Technical University of Braunschweig, Germany Lorenz, Dirk, Technical University of Braunschweig, Germany Tondji, Lionel, Technical University of Braunschweig, Germany

SiG-DML_L3.5: CONDITIONAL VARIATIONAL GRAPH AUTOENCODER FOR AIR QUALITY FORECASTING

Rodrigo Bonet, Esther, Vrije Universiteit Brussel, Belgium Huu Do, Tien, Vrije Universiteit Brussel, Belgium Qin, Xuening, Ghent University, Belgium Hofman, Jelle, imec, Belgium Panzica La Manna, Valerio, imec, Belgium Philips, Wilfried, Ghent University, Belgium Deligiannis, Nikos, Vrije Universiteit Brussel, Belgium

Wednesday, August 31, 16:10 - 17:50 ∘ Mediterranean
SPMuS_L2 - Graph Signal Processing and Learning

SPMuS_L2.1: EIGENVALUE-BASED BLOCK DIAGONAL REPRESENTATION AND APPLICATION TO $P$-NEAREST NEIGHBOR GRAPHS

Tastan, Aylin, Technische Universität Darmstadt, Germany Muma, Michael, Technische Universität Darmstadt, Germany Zoubir, Abdelhak, Technische Universität Darmstadt, Germany

SPMuS_L2.2: DENSITY AWARE BLUE-NOISE SAMPLING ON GRAPHS

Dapena, Daniela, University of Delaware, United States Lau, Daniel, University of Kentucky, United States Arce, Gonzalo, University of Delaware, United States

SPMuS_L2.3: VARIANCE REDUCTION IN STOCHASTIC METHODS FOR LARGE-SCALE REGULARIZED LEAST-SQUARES PROBLEMS

Pilavci, Yusuf Yigit, GIPSA Lab, France Amblard, Pierre-Olivier, CNRS, GIPSA LAB, France Barthelme, Simon, CNRS, GIPSA LAB, France Tremblay, Nicolas, CNRS, GIPSA LAB, France

SPMuS_L2.4: EFFICIENT ROBUST GRAPH LEARNING BASED ON MINIMAX CONCAVE PENALTY AND Γ-CROSS ENTROPY

Koyakumaru, Tatsuya, Keio University, Japan Yukawa, Masahiro, Keio University, Japan

SPMuS_L2.5: NON-NEGATIVE KERNEL GRAPHS FOR TIME-VARYING SIGNALS USING VISIBILITY GRAPHS

Bozkurt, Ecem, University of Southern California, United States Ortega, Antonio, University of Southern California, United States

Wednesday, August 31, 16:10 - 17:50 ∘ Adriatic
SS_4 - Recent Advances in Ultrasound Signal Processing

SS_4.1: EFFICIENT 2D ULTRASOUND SIMULATION BASED ON DART-THROWING 3D SCATTERER SAMPLING

Gaits, François, IRIT, Université de Toulouse, CNRS, Toulouse INP, UT3, France Mellado, Nicolas, CNRS, IRIT, Université de Toulouse, Toulouse INP, UT3, France Basarab, Adrian, Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, CREATIS UMR 5220, U1206, France

SS_4.2: A NEURAL NETWORK APPROACH FOR ULTRASOUND ATTENUATION COEFFICIENT ESTIMATION

Birdi, Jasleen, KU Leuven, Belgium D'hooge, Jan, KU Leuven, Belgium Bertrand, Alexander, KU Leuven, Belgium

SS_4.3: MULTIPARAMETRIC ULTRASOUND AND MACHINE LEARNING FOR PROSTATE CANCER LOCALIZATION

Chen, Peiran, Eindhoven University of Technology, Netherlands Calis, Metin, Technical University of Delft, Netherlands Wijkstra, Hessel, Amsterdam University Medical Centers, Netherlands Huang, Pintong, The Second Affiliated Hospital of Zhejiang University, China Hunyadi, Borbála, Technical University of Delft, Netherlands Mischi, Massimo, Eindhoven University of Technology, Netherlands

SS_4.4: HIGH-RESOLUTION METHOD FOR PRIMARY SIGNAL PROCESSING IN HFSWR

Golubović, Dragan, University of Belgrade, School of Electrical Engineering/Vlatacom Institute, Serbia Erić, Miljko, Vlatacom Institute/University of Belgrade, School of Electrical Engineering, Serbia Vukmirović, Nenad, University of Belgrade, School of Electrical Engineering/Innovation Center of the School of Electrical Engineering, Serbia

SS_4.5: BREAST IMAGING BY CASCADED CNN FROM JOINT MICROWAVE AND ULTRASONIC DATA

Noël, Valentin, ENS Paris-Saclay & CentraleSupélec, France Qin, Yingying, The Arctic University of Norway, Norway Rodet, Thomas, ENS Paris-Saclay, France Lesselier, Dominique, CentraleSupélec, France

Wednesday, August 31, 16:10 - 17:50 ∘ Baltic + Aegean
ASMSP_L5 - Emotion recognition

ASMSP_L5.1: MORLET WAVELET-BASED VOICE LIVENESS DETECTION USING CONVOLUTIONAL NEURAL NETWORK

Gupta, Priyanka, Dhirubhai Ambani Institute of Information and Communication Technology, India Chodingala, Piyushkumar K., Dhirubhai Ambani Institute of Information and Communication Technology, India Patil, Hemant A., Dhirubhai Ambani Institute of Information and Communication Technology, India

ASMSP_L5.2: AFFECTIVE BURST DETECTION FROM SPEECH USING KERNEL-FUSION DILATED CONVOLUTIONAL NEURAL NETWORKS

Köprü, Berkay, Koc University, Turkey Erzin, Engin, Koc University, Turkey

ASMSP_L5.3: VOICE LIVENESS DETECTION USING CONSTANT-Q TRANSFORM-BASED FEATURES

Patil, Ankur T., DA-IICT, Gandhinagar, India Khoria, Kuldeep, DA-IICT, Gandhinagar, India Patil, Hemant A., DA-IICT, Gandhinagar, India

ASMSP_L5.4: TOXIC SPEECH AND SPEECH EMOTIONS: INVESTIGATIONS OF AUDIO-BASED MODELING AND INTERCORRELATIONS

Lin, Wei-Cheng, The University of Texas at Dallas, United States Emmanouilidou, Dimitra, Microsoft Research, United States

ASMSP_L5.5: IMPROVED SPEECH EMOTION RECOGNITION BASED ON MUSIC-RELATED AUDIO FEATURES

Vu, Linh, Monash University, Malaysia Phan, Raphael, Monash University, Malaysia Lim, Wern-Han, Monash University, Malaysia Phung, Dinh, Monash University, Australia

Wednesday, August 31, 16:10 - 17:50 ∘ Poster Area 1
TMTSP_P2 - Bayesian, Sparse and Data Driven Methods

TMTSP_P2.1: EMPIRICAL MODE DECOMPOSITION REVISITED USING ORDINAL PATTERN CONCEPTS

JABLOUN, Meryem, Orleans University, France

TMTSP_P2.2: ON APPROXIMATE BAYESIAN METHODS FOR LARGE-SCALE SPARSE LINEAR INVERSE PROBLEMS

ALTMANN, Yoann, Heriot-Watt University, United Kingdom

TMTSP_P2.4: CREDIBILITY INTERVAL DESIGN FOR COVID19 REPRODUCTION NUMBER FROM NONSMOOTH LANGEVIN-TYPE MONTE CARLO SAMPLING

Artigas, Hugo, Ecole Polytechnique, Paris, France, France Pascal, Barbara, Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France, France Fort, Gersende, CNRS, Institut de Mathématiques de Toulouse, France, France Abry, Patrice, Univ Lyon, Ens de Lyon, Univ Claude Bernard, CNRS, Laboratoire de Physique, Lyon, France., France Pustelnik, Nelly, Univ Lyon, Ens de Lyon, Univ Claude Bernard, CNRS, Laboratoire de Physique, Lyon, France., France

TMTSP_P2.5: A BAYESIAN ESTIMATION FORMULATION TO VOXEL-BASED LESION-SYMPTOM MAPPING

FALL, Mame Diarra, Institut Denis Poisson, Université d’Orléans, Université de Tours, CNRS, France Dobigeon, Nicolas, Université de Toulouse, IRIT/INP-ENSEEIHT, France Auzou, Pascal, Centre Hospitalier Régional d’Orléans, Service de Neurologie, 14 avenue de l’hôpital,, France

TMTSP_P2.6: FAST OFF-THE-GRID SPARSE RECOVERY WITH OVER-PARAMETRIZED PROJECTED GRADIENT DESCENT

Bénard, Pierre-Jean, University of Bordeaux, France Traonmilin, Yann, University of Bordeaux, France Aujol, Jean-François, University of Bordeaux, France

TMTSP_P2.7: FAST QUADRATIC SENSING VIA NONCONVEX OPTIMIZATION

Liu, kaihui, Great Bay University, China Wan, Liangtian, Dalian University of Technology, China Sun, Lu, Dalian Maritime University, China

TMTSP_P2.8: PREDICTING LATENT STATES OF DYNAMICAL SYSTEMS WITH STATE-SPACE RECONSTRUCTION AND GAUSSIAN PROCESSES

Butler, Kurt, Stony Brook University, United States Feng, Guanchao, Stony Brook University, United States Mikell, Charles B., Stony Brook University, United States Mofakham, Sima, Stony Brook University, United States Djuric, Petar M., Stony Brook University, United States

TMTSP_P2.9: DEEP LEARNING AIDED INTERPOLATION OF SPATIO-TEMPORAL NONSTATIONARY DATA

Kodera, Sayako, Fraunhofer Institute for Nondestructive Testing IZFP, Germany Römer, Florian, Fraunhofer Institute for Nondestructive Testing IZFP, Germany Pérez, Eduardo, Technische Universität Ilmenau, Fraunhofer Institute for Nondestructive Testing IZFP, Germany Kirchhof, Jan, Technische Universität Ilmenau, Germany Krieg, Fabian, Technische Universität Ilmenau, Fraunhofer Institute for Nondestructive Testing IZFP, Hochschule für Technik und Wirtschaft des Saarlandes, Germany

TMTSP_P2.10: JOINT PROBABILITY ESTIMATION USING TENSOR DECOMPOSITION AND DICTIONARIES

Haque, Shaan ul, Indian Institute of Technology, Bombay, India Rajwade, Ajit, Indian Institute of Technology, Bombay, India Gurumoorthy, Karthik S., Amazon, India

Wednesday, August 31, 16:10 - 17:50 ∘ Poster Area 2
ASMSP_P4 - Robust speaker recognition and verification

ASMSP_P4.1: LINEAR FREQUENCY RESIDUAL CEPSTRAL FEATURES FOR REPLAY SPOOF DETECTION ON ASVSPOOF 2019

Gupta, Priyanka, Dhirubhai Ambani Institute of Information and Communication Technology, India Patil, Hemant A., Dhirubhai Ambani Institute of Information and Communication Technology, India

ASMSP_P4.2: SPEAKER VERIFICATION IN MULTI-SPEAKER ENVIRONMENTS USING TEMPORAL FEATURE FUSION

Aloradi, Ahmad, International Audio Laboratories Erlangen, Germany Mack, Wolfgang, International Audio Laboratories Erlangen, Germany Elminshawi, Mohamed, International Audio Laboratories Erlangen, Germany Habets, Emanuël, International Audio Laboratories Erlangen, Germany

ASMSP_P4.3: A DEEP REPRESENTATION LEARNING SPEECH ENHANCEMENT METHOD USING BETA-VAE

Xiang, Yang, Aalborg University & Capturi, Denmark Højvang, Jesper Lisby, Capturi A/S, Denmark Rasmussen, Morten Højfeldt, Capturi A/S, Denmark Græsbøll Christensen, Mads, Aalborg University, Denmark

ASMSP_P4.4: A COMPREHENSIVE EXPLORATION OF NOISE ROBUSTNESS AND NOISE COMPENSATION IN RESNET AND TDNN-BASED SPEAKER RECOGNITION SYSTEMS

Mohammadamini, Mohammad, Avignon university, France Matrouf, Driss, Avignon university, France Bonatsre, Jean-François, Avignon university, France Dowerah, Sandipana, Lorraine University, France Serizel, Romain, Lorraine University, France Jouvet, Denis, Lorraine University, France

ASMSP_P4.5: ENERGY SEPARATION BASED INSTANTANEOUS FREQUENCY ESTIMATION FROM QUADRATURE AND IN-PHASE COMPONENTS FOR REPLAY SPOOF DETECTION

Gupta, Priyanka, Dhirubhai Ambani Institute of Information and Communication Technology, India Chodingala, Piyushkumar K., Dhirubhai Ambani Institute of Information and Communication Technology, India Patil, Hemant A., Dhirubhai Ambani Institute of Information and Communication Technology, India

ASMSP_P4.6: NON-CEPSTRAL UNCERTAINTY VECTOR FOR REPLAY SPOOFED SPEECH DETECTION

Patil, Hemant A., Dhirubhai Ambani Institute of Information and Communication Technology, India Acharya, Rajul, Dhirubhai Ambani Institute of Information and Communication Technology, India Patil, Ankur T., Dhirubhai Ambani Institute of Information and Communication Technology, India Gupta, Priyanka, Dhirubhai Ambani Institute of Information and Communication Technology, India

ASMSP_P4.7: RELATIONSHIP BETWEEN SPEAKERS' PHYSIOLOGICAL STRUCTURE AND ACOUSTIC SPEECH SIGNALS: DATA-DRIVEN STUDY BASED ON FREQUENCY-WISE ATTENTIONAL NEURAL NETWORK

Li, Kai, Japan advanced institute of science and technology, Japan Lu, Xugang, National Institute of Information and Communications Technology, Japan Akagi, Masato, Japan Advanced Institute of Science and Technology, Japan Dang, Jianwu, Japan Advanced Institute of Science and Technology, Japan Li, Sheng, National Institute of Information and Communications Technology, Japan Unoki, Masashi, Japan Advanced Institute of Science and Technology, Japan

ASMSP_P4.8: VOICE QUALITY FEATURES FOR REPLAY ATTACK DETECTION

Zewoudie, Abraham Woubie, Aalto University, Finland Bäckström, Tom, Aalto University, Finland

ASMSP_P4.9: VOICE REENACTMENT WITH F0 AND TIMING CONSTRAINTS AND ADVERSARIAL LEARNING OF CONVERSIONS

Bous, Frederik, IRCAM, France Benaroya, Laurent, IRCAM, France Obin, Nicolas, IRCAM, France Roebel, Axel, IRCAM, France

Thursday, September 1, 11:00 - 12:40 ∘ Atlantic 1
TMTSP_L5 - Detection and Estimation Methods

TMTSP_L5.1: A GLRT FOR ESTIMATING THE NUMBER OF CORRELATED COMPONENTS IN SAMPLE-POOR MCCA

Hasija, Tanuj, Paderborn University, Germany Marrinan, Timothy, Oregon State University, United States

TMTSP_L5.2: MULTIVARIATE NORMALITY TEST FOR COLORED DATA

El Bouch, Sara, GIPSA-LAB, France Michel, Olivier, GIPSA-LAB, France Comon, Pierre, CNRS, France

TMTSP_L5.3: A VON MISES-FISHER PRIOR TO REMOVE SCALE AMBIGUITY IN BLIND DECONVOLUTION

Traullé, Benjamin, University of Toulouse, France, France Bidon, Stéphanie, University of Toulouse, France, France Roque, Damien, University of Toulouse, France, France

TMTSP_L5.4: AN IMPROVEMENT ON THE HOTELLING T2 TEST USING THE LEDOIT-WOLF NONLINEAR SHRINKAGE ESTIMATOR

Robinson, Benjamin, USAF, United States Malinas, Robert, University of Michigan, United States Latimer, Van, University of California, Los Angeles, United States Morrison, Beth, USAF, United States Hero, Alfred, University of Michigan, United States

TMTSP_L5.5: FISHER INFORMATION NEURAL ESTIMATION

Duy, Tran Trong, Vietnam National University, Hanoi, Viet Nam Nguyen, Ly Van, Vietnam National University, Hanoi, Viet Nam Nguyen, Viet-Dung, Vietnam National University, Hanoi, Viet Nam Trung, Nguyen Linh, Vietnam National University, Hanoi, Viet Nam Abed-Meraim, Karim, University of Orleans, France

Thursday, September 1, 11:00 - 12:40 ∘ Atlantic 3
SiG-DML_L4 - Pattern Recognition and Classification

SiG-DML_L4.1: ROBUST GEOMETRIC METRIC LEARNING

Collas, Antoine, SONDRA, CentraleSupelec, University Paris-Saclay, France Breloy, Arnaud, LEME, University Paris Nanterre, France Ginolhac, Guillaume, LISTIC, University Savoie Mont-Blanc, France Ren, Chengfang, SONDRA, CentraleSupelec, University Paris-Saclay, France Ovarlez, Jean-Philippe, SONDRA, CentraleSupelec, DEMR, ONERA, University Paris Saclay, France

SiG-DML_L4.2: BEARING FAULTS DIAGNOSIS AND CLASSIFICATION USING GENERALIZED GAUSSIAN DISTRIBUTION MULTISCALE DISPERSION ENTROPY FEATURES

Dhandapani, Ragavesh, College of Engineering, National University of Science and Technology, Oman Mitiche, Imene, Glasgow Caledonian University, United Kingdom McMeekin, Scott, Glasgow Caledonian University, United Kingdom Morison, Gordon, Glasgow Caledonian University, United Kingdom

SiG-DML_L4.3: IMPROVING STYLE RANDOMIZATION VIA DOMAIN-SPECIFIC FEATURE REWEIGHTING FOR DOMAIN GENERALIZATION

Lee, Jiho, POSTECH, Korea (South) Kim, Kunhee, POSTECH, Korea (South) Kim, Taehun, POSTECH, Korea (South) Kim, Daijin, POSTECH, Korea (South)

SiG-DML_L4.4: CONVOLUTION USING DISCRETE COSINE TRANSFORMS FOR IMPROVING PERFORMANCE OF CONVOLUTIONAL NEURAL NETWORKS

Ito, Izumi, Tokyo Institute of Technology, Japan

SiG-DML_L4.5: ENSEMBLES OF GAUSSIAN PROCESS LATENT VARIABLE MODELS

Ajirak, Marzieh, Stony Brook University, United States Liu, Yuhao, Stony Brook University, United States Djuric, Petar, Stony Brook University, United States

Thursday, September 1, 11:00 - 12:40 ∘ Mediterranean
SS_8 - Novel Insights into Brain Organization via Graph Signal Processing

SS_8.1: LEARNING SIMILARITY-PRESERVING REPRESENTATIONS OF BRAIN STRUCTURE-FUNCTION COUPLING

Li, Yang, University of Rochester, United States Mateos, Gonzalo, University of Rochester, United States

SS_8.2: FAST FEATURE EXTRACTION FROM LARGE SCALE CONNECTOME DATA SETS USING ZERO CROSSING COUNTS OVER GRAPHS

Petrantonakis, Panagiotis, Centre for Research and Technology-Hellas (CERTH), Greece Kompatsiaris, Ioannis, Centre for Research and Technology-Hellas (CERTH), Greece

SS_8.3: EEG AS SIGNAL ON GRAPH: A MULTILAYER NETWORK MODEL FOR BCI APPLICATIONS

Cattai, Tiziana, Sapienza University of Rome, Italy Scarano, Gaetano, Sapienza University of Rome, Italy Corsi, Marie-Constance, Inria Paris, France De Vico Fallani, Fabrizio, Inria Paris, France Colonnese, Stefania, Sapienza University of Rome, Italy

SS_8.4: PRUNING GRAPH CONVOLUTIONAL NETWORKS TO SELECT MEANINGFUL GRAPH FREQUENCIES FOR FMRI DECODING

EL OUAHIDI, Yassine, IMT Atlantique, France TESSIER, Hugo, IMT Atlantique, France LIOI, Giulia, IMT Atlantique, France FARRUGIA, Nicolas, IMT Atlantique, France PASDELOUP, Bastien, IMT Atlantique, France GRIPON, Vincent, IMT Atlantique, France

SS_8.5: BRAIN STRUCTURE-FUNCTION COUPLING IS UNIQUE TO INDIVIDUALS ACROSS MULTIPLE FREQUENCY BANDS: A GRAPH SIGNAL PROCESSING STUDY

Griffa, Alessandra, University of Geneva / EPFL, Switzerland Preti, Maria Giulia, CIBM Center for Biomedical Imaging / University of Geneva / EPFL, Switzerland

Thursday, September 1, 11:00 - 12:40 ∘ Adriatic
SS_6 - Advanced Optimization Methods for Learning in Image Processing

SS_6.1: THE FASTER PROXIMAL ALGORITHM, THE BETTER UNFOLDED DEEP LEARNING ARCHITECTURE ? THE STUDY CASE OF IMAGE DENOISING.

LE, Hoang Trieu Vy, Univ Lyon, ENS de Lyon, CNRS, Laboratoire de Physique, France Pustelnik, Nelly, Univ Lyon, ENS de Lyon, CNRS, Laboratoire de Physique, France Foare, Marion, Univ Lyon, Ens de Lyon, Univ Lyon 1, CNRS, INRIA, LIP, France

SS_6.2: LEARNING THE IMAGE PRIOR BY UNROLLING AN OPTIMIZATION METHOD

Bonettini, Silvia, Unimore, Italy Franchini, Giorgia, Unimore, Italy Pezzi, Danilo, Unimore, Italy Prato, Marco, Unimore, Italy

SS_6.3: DUAL FORWARD-BACKWARD UNFOLDED NETWORK FOR FLEXIBLE PLUG-AND-PLAY

Repetti, Audrey, Heriot-Watt University, United Kingdom Terris, Matthieu, Heriot-Watt University, United Kingdom Wiaux, Yves, Heriot-Watt University, United Kingdom Pesquet, Jean-Christophe, CentraleSupelec, France

SS_6.4: CONSTRAINED DEEP NETWORKS: LAGRANGIAN OPTIMIZATION VIA LOG-BARRIER EXTENSIONS

Kervadec, Hoel, Erasmus MC, Netherlands Dolz, Jose, ÉTS Montréal, Yuan, Jing, Xidian University, China Desrosiers, Christian, ÉTS Montréal, Canada Granger, Eric, ÉTS Montréal, Canada Ben Ayed, Ismail, ÉTS Montréal, Canada

Thursday, September 1, 11:00 - 12:40 ∘ Baltic + Aegean
ASMSP_L6 - Robust representations and model adaptation for audio analysis

ASMSP_L6.1: A STUDY ON ROBUSTNESS TO PERTURBATIONS FOR REPRESENTATIONS OF ENVIRONMENTAL SOUND

Srivastava, Sangeeta, The Ohio State University, United States Wu, Ho-Hsiang, New York University, United States Rulff, Joao, New York University, United States Fuentes, Magdalena, New York University, United States Cartwright, Mark, New Jersey Institute of Technology, United States Silva, Claudio, New York University, United States Arora, Anish, The Ohio State University, United States Bello, Juan, New York University, United States

ASMSP_L6.2: NON-INTRUSIVE SIGNAL ANALYSIS FOR ROOM ADAPTATION OF ASR MODELS

Li, Ge, Nuance Communications Inc, Canada Sharma, Dushyant, Nuance Communications Inc, United States Naylor, Patrick, Imperial College London, United Kingdom

ASMSP_L6.3: MULTIROOM SPEECH EMOTION RECOGNITION

Shalev, Erez, Technion, Israel Institute of Technology, Israel Cohen, Israel, Technion, Israel Institute of Technology, Israel

ASMSP_L6.4: NOISE, DEVICE AND ROOM ROBUSTNESS METHODS FOR PRONUNCIATION ERROR DETECTION

Eklund, Ville-Veikko, Tampere University, Finland Diment, Aleksandr, Tampere University, Finland Virtanen, Tuomas, Tampere University, Finland

ASMSP_L6.5: ACOUSTIC MODEL ADAPTATION IN REVERBERANT CONDITIONS USING MULTI-TASK LEARNED EMBEDDINGS

Raikar, Aditya, Tata Consultancy Services, India Soni, Meet, Samsung Research Institute, Bangalore, India Panda, Ashish, Tata Consultancy Services, India Kopparapu, Sunil Kumar, Tata Consultancy Services, India

Thursday, September 1, 11:00 - 12:40 ∘ Poster Area 1
SPMuS_P3 - Multi-channel Signal Processing

SPMuS_P3.1: MAXIMIZATION OF L1-NORM USING JACOBI ROTATIONS

Borowicz, Adam, Bialystok University of Technology, Poland

SPMuS_P3.2: BLIND SOURCE SEPARATION FOR SURFACE ELECTROMYOGRAMS USING A BAYESIAN APPROACH

Aboufazeli, Mahtab, OREGON STATE UNIVERSITY, United States Mathews, V John, OREGON STATE UNIVERSITY, United States

SPMuS_P3.3: A PROJECTED NEWTON-TYPE ALGORITHM FOR RANK-REVEALING NONNEGATIVE BLOCK-TERM TENSOR DECOMPOSITION

Kofidis, Eleftherios, University of Piraeus, Greece Giampouras, Paris, Johns Hopkins University, United States Rontogiannis, Athanasios, National Technical University of Athens, Greece

SPMuS_P3.4: COSMIC RAY DETECTION IN ASTRONOMICAL IMAGES VIA DICTIONARY LEARNING AND SPARSE REPRESENTATION

Bhavanam, Srinadh Reddy, Indian Institute of Technology, Hyderabad, India Channappayya, Sumohana S., Indian Institute of Technology, Hyderabad, India P.K, Srijith, Indian Institute of Technology, Hyderabad, India Desai, Shantanu, Indian Institute of Technology, Hyderabad, India

SPMuS_P3.5: OPTIMAL TRANSPORT FOR SUPER RESOLUTION APPLIED TO ASTRONOMY IMAGING

Rawson, Michael, University of Maryland at College Park, United States Hultgren, Jakob, University of Maryland at College Park, United States

SPMuS_P3.6: NONNEGATIVE TENSOR COMPLETION: STEP-SIZES FOR AN ACCELERATED VARIATION OF THE STOCHASTIC GRADIENT DESCENT

Liavas, Athanasios P., Technical University of Crete, Greece Papagiannakos, Ioannis Marios, Technical University of Crete, Greece Kolomvakis, Christos, University of Mons, Belgium

SPMuS_P3.7: DECONTAMINATION OF GALAXY SPECTRA USING FOUR DISPERSION DIRECTIONS

Bella, Mostafa, Institut de Recherche en Astrophysique et Planétologie (IRAP), France Hosseini, Shahram, Institut de Recherche en Astrophysique et Planétologie (IRAP), France Saylani, Hicham, Université Ibn Zohr (UIZ)., Morocco Contini, Thierry, Institut de Recherche en Astrophysique et Planétologie (IRAP), France Grégoire, Tristan, Institut de Recherche en Astrophysique et Planétologie (IRAP), France Guerrero, Andréa, Institut de Recherche en Astrophysique et Planétologie (IRAP), France Deville, Yannick, Institut de Recherche en Astrophysique et Planétologie (IRAP), France

SPMuS_P3.8: UNSUPERVISED GRAPH SPECTRAL FEATURE DENOISING FOR CROP YIELD PREDICTION

Bagheri, Saghar, York University, Canada Dinesh, Chinthaka, York University, Canada Cheung, Gene, York University, Canada Eadie, Timothy, GrowersEdge, United States

Thursday, September 1, 11:00 - 12:40 ∘ Poster Area 2
VIP_P2 - Learning-based audiovisual processing

VIP_P2.1: TOWARDS AN IMAGE UTILITY ASSESSMENT FRAMEWORK FOR MACHINE PERCEPTION

Khan, Zohaib Amjad, Université Paris-Saclay, France Valenzise, Giuseppe, Université Paris-Saclay, France Chetouani, Aladine, Université d’Orléans, France Dufaux, Frederic, Université Paris-Saclay, France

VIP_P2.2: RECTIFYING ADVERSARIAL INPUTS USING XAI TECHNIQUES

Kao, Ching-Yu, Fraunhofer Institute for Applied and Integrated Security, Germany Chen, Junhao, Karlsruher Institut für Technologie, China Markert, Karla, Fraunhofer Institute for Applied and Integrated Security AISEC, Germany Böttinger, Konstantin, Fraunhofer Institute for Applied and Integrated Security AISEC, Germany

VIP_P2.3: INTRINSIC IMAGE DECOMPOSITION UNDER MULTIPLE COLORED LIGHTING CONDITIONS USING A SINGLE IMAGE

Hara, Kakeru, Osaka Institute of Technology, Japan Isobe, Hiromitsu, Osaka Institute of Technology, Japan Jinno, Takao, Osaka Institute of Technology, Japan

VIP_P2.4: COLORED-QRNET: FAST QR CODE COLOR IMAGE EMBEDDING

Pena-Pena, Karelia, University of Delaware, United States Lau, Daniel, University of Kentucky, United States Arce, Gonzalo, University of Delaware, United States

VIP_P2.5: SIMILARITY ANALYSIS OF SIMULATED SAR TARGET IMAGES

Dong, Ganggang, Xidian University, China yu, Ziyi, Xidian University, China

VIP_P2.6: TRANSFORMER NETWORK FOR SEMANTICALLY-AWARE AND SPEECH-DRIVEN UPPER-FACE GENERATION

Fares, Mireille, Sorbonne Université, France Pelachaud, Catherine, Sorbonne Université, France Obin, Nicolas, Sorbonne Université, France

VIP_P2.7: ASSISLT: COMPUTER-AIDED SPEECH THERAPY TOOL

Bilkova, Zuzana, Czech Academy of Sciences, Czech Republic Bartos, Michal, Czech Academy of Sciences, Czech Republic Dominec, Adam, Czech Academy of Sciences, Czech Republic Gresko, Simon, Czech Academy of Sciences, Czech Republic Novozamsky, Adam, Czech Academy of Sciences, Czech Republic Zitova, Barbara, Czech Academy of Sciences, Czech Republic Paroubkova, Marketa, Czech Academy of Sciences, Czech Republic

VIP_P2.8: GABOR-BASED AUDIOVISUAL FUSION FOR MANDARIN CHINESE SPEECH RECOGNITION

Xu, Yan, Xi’an Jiaotong-Liverpool University, China Wang, Hongce, Xi’an Jiaotong-Liverpool University, China Dong, Zhongping, Xi’an Jiaotong-Liverpool University, China Li, Yuexuan, Xi’an Jiaotong-Liverpool University, China Abel, Andrew, University Of Strathclyde, United Kingdom

Thursday, September 1, 11:00 - 12:40 ∘ Poster Area 3
SS_18_P - Advances in Audio-Visual Captioning

SS_18_P.1: AUXILIARY CLASSIFIER BASED RESIDUAL RNN FOR IMAGE CAPTIONING

Çaylı, Özkan, Izmir Katip Çelebi University, Turkey Kılıç, Volkan, Izmir Katip Çelebi University, Turkey Onan, Aytuğ, Izmir Katip Çelebi University, Turkey Wang, Wenwu, University of Surrey, United Kingdom

SS_18_P.2: CLOTHO-AQA: A CROWDSOURCED DATASET FOR AUDIO QUESTION ANSWERING

Lipping, Samuel, Tampere University, Finland Sudarsanam, Parthasaarathy, Tampere University, Finland Drossos, Konstantinos, Tampere University, Finland Virtanen, Tuomas, Tampere University, Finland

SS_18_P.3: LEVERAGING PRE-TRAINED BERT FOR AUDIO CAPTIONING

Liu, Xubo, University of Surrey, United Kingdom Mei, Xinhao, University of Surrey, United Kingdom Huang, Qiushi, University of Surrey, United Kingdom Sun, Jianyuan, University of Surrey, United Kingdom Zhao, Jinzheng, University of Surrey, United Kingdom Liu, Haohe, University of Surrey, United Kingdom Plumbley, Mark D., University of Surrey, United Kingdom Kılıç, Volkan, Izmir Katip Celebi University, Turkey Wang, Wenwu, University of Surrey, United Kingdom

SS_18_P.4: AUTOMATED IMAGE CAPTIONING WITH MULTI-LAYER GATED RECURRENT UNIT

Moral, Özge Taylan, izmir katip celebi university, Turkey Kılıç, Volkan, izmir katip celebi university, Turkey Onan, Aytuğ, izmir katip celebi university, Turkey Wang, Wenwu, university of surrey, United Kingdom

Thursday, September 1, 11:00 - 12:40 ∘ Poster Area 3
SS_19_P - Multi-Lingual, Multi-Style, Multi-Modal Human-Machine Spoken Language Communication

SS_19_P.1: VISUAL SPEECH RECOGNITION IN A DRIVER ASSISTANCE SYSTEM

Ivanko, Denis, St. Petersburg Federal Research Center of the Russian Academy of Sciences, Russia Ryumin, Dmitry, St. Petersburg Federal Research Center of the Russian Academy of Sciences, Russia Kashevnik, Alexey, St. Petersburg Federal Research Center of the Russian Academy of Sciences, Russia Axyonov, Alexandr, St. Petersburg Federal Research Center of the Russian Academy of Sciences, Russia Karpov, Alexey, St. Petersburg Federal Research Center of the Russian Academy of Sciences, Russia

SS_19_P.2: A METHOD FOR SELECTION OF PHONETICALLY BALANCED SENTENCES IN READ SPEECH CORPUS DESIGN

Žganec Gros, Jerneja, Faculty of Industrial Engineering, Slovenia Vesnicer, Boštjan, Alpineon Ltd, Slovenia Dobrišek, Simon, University of Ljubljana, Slovenia

SS_19_P.3: TOWARDS PARAMETRIC SPEECH SYNTHESIS USING GAUSSIAN-MARKOV MODEL OF SPECTRAL ENVELOPE AND WAVELET-BASED DECOMPOSITION OF F0

Al-Radhi, Mohammed Salah, Budapest University of Technology and Economics, Hungary Csapó, Tamás Gábor, Budapest University of Technology and Economics, Hungary Zainkó, Csaba, Budapest University of Technology and Economics, Hungary Németh, Géza, Budapest University of Technology and Economics, Hungary

SS_19_P.4: SPEECH ENHANCEMENT USING AUGMENTED SSL CYCLEGAN

Popović, Branislav, University of Novi Sad, Serbia Krstanović, Lidija, University of Novi Sad, Serbia Janev, Marko, Serbian Academy of Sciences and Arts, Serbia Suzić, Siniša, University of Novi Sad, Serbia Nosek, Tijana, University of Novi Sad, Serbia Galić, Jovan, University of Banja Luka, Bosnia and Herzegovina

SS_19_P.5: VALIDATION OF SPEECH DATA FOR TRAINING AUTOMATIC SPEECH RECOGNITION SYSTEMS

Križaj, Janez, University of Ljubljana, Slovenia Žganec Gros, Jerneja, Alpineon razvoj in raziskave, d.o.o., Slovenia Dobrišek, Simon, University of Ljubljana, Slovenia

SS_19_P.6: TEXT DRIVEN VIRTUAL SPEAKERS

Obradović, Vladimir, Sentience Lab, Spain Rajak, Ilija, School of Mathematics and Computers, Serbia Sečujski, Milan, University of Novi Sad, Serbia Delić, Vlado, University of Novi Sad, Serbia

SS_19_P.7: IMPACT OF DIFFERENT VOTING STRATEGIES IN CNN BASED SPEECH EMOTION RECOGNITION

Simić, Nikola, University of Novi Sad, Faculty of Technical Sciences, Serbia Suzić, Siniša, University of Novi Sad, Faculty of Technical Sciences, Serbia Nosek, Tijana, University of Novi Sad, Faculty of Technical Sciences, Serbia Vujović, Mia, University of Novi Sad, Faculty of Technical Sciences, Serbia Sečujski, Milan, University of Novi Sad, Faculty of Technical Sciences, Serbia

SS_19_P.8: HIFI-GAN BASED TEXT-TO-SPEECH SYNTHESIS IN SERBIAN

Suzić, Siniša, University of Novi Sad, Serbia Pekar, Darko, Alfanum Ltd., Serbia Sečujski, Milan, University of Novi Sad, Serbia Nosek, Tijana, University of Novi Sad, Serbia Delić, Vlado, University of Novi Sad, Serbia

SS_19_P.9: MACEDONIAN SPEECH SYNTHESIS FOR ASSISTIVE TECHNOLOGY APPLICATIONS

Sofronievski, Bojan, FEEIT, Ss Cyril and Methodius University in Skopje, Macedonia, Rep. of Velovska, Elena, FEEIT, Ss Cyril and Methodius University in Skopje, Macedonia, Rep. of Velichkovski, Martin, FEEIT, Ss Cyril and Methodius University in Skopje, Macedonia, Rep. of Argirova, Violeta, FEEIT, Ss Cyril and Methodius University in Skopje, Macedonia, Rep. of Veljkovikj, Tea, FEEIT, Ss Cyril and Methodius University in Skopje, Macedonia, Rep. of Chavdarov, Risto, FEEIT, Ss Cyril and Methodius University in Skopje, Macedonia, Rep. of Janev, Stefan, Melon Inc, Macedonia, Rep. of Labroska, Veselinka, Institute of Macedonian language, Macedonia, Rep. of Lazarev, Kristijan, Association for Assistive Technologies “Open the Windows”, Macedonia, Rep. of Bachvarovski, Toni, Association for Assistive Technologies “Open the Windows”, Macedonia, Rep. of Ivanovski, Zoran, FEEIT, Ss Cyril and Methodius University in Skopje, Macedonia, Rep. of Tashkovski, Dimitar, FEEIT, Ss Cyril and Methodius University in Skopje, Macedonia, Rep. of Gerazov, Branislav, FEEIT, Ss Cyril and Methodius University in Skopje, Macedonia, Rep. of

Thursday, September 1, 14:00 - 15:40 ∘ Atlantic 1
VIP_L2 - Visual content enhancement

VIP_L2.1: INTEGRATION OF BI-DIMENSIONAL EMPIRICAL MODE DECOMPOSITION WITH TWO STREAMS DEEP LEARNING NETWORK FOR INFRARED AND VISIBLE IMAGE FUSION

Panda, Manoj Kumar, Indian Institute of Technology Jammu, India Subudhi, Badri Narayan, Indian Institute of Technology Jammu, India Thangaraj, Veerakumar, National Institute of Technology Goa, India Jakhetiya, Vinit, Indian Institute of Technology Jammu, India

VIP_L2.2: REFLECTION REMOVAL USING MULTIPLE POLARIZED IMAGES WITH DIFFERENT EXPOSURE TIMES

Aizu, Takuma, The University of Kitakyushu, Japan Matsuoka, Ryo, The University of Kitakyushu, Japan

VIP_L2.3: NETWORK ARCHITECTURE SEARCH FOR FACE ENHANCEMENT

Yasarla, Rajeev, Johns Hopkins Unniversity, United States Joze, Hamid Reza Vaezi, Microsoft Corporation, United States Patel, Vishal, Johns Hopkins University, United States

VIP_L2.4: A STATISTICAL APPROACH FOR MULTI-FRAME SHADOW MOVEMENT DETECTION AND SHADOW REMOVAL FOR DOCUMENT CAPTURE

Mondal, Prasenjit, Adobe India, India Bal, Ankit, Adobe India, India

Thursday, September 1, 14:00 - 15:40 ∘ Atlantic 3
SS_10 - Signal Processing and Machine Learning for Autonomous Dynamic Systems

SS_10.1: REINFORCEMENT LEARNING-BASED TRAJECTORY PLANNING FOR UAV-AIDED VEHICULAR COMMUNICATIONS

Marini, Riccardo, WiLab, CNIT / DEI, University of Bologna, Italy Spampinato, Leonardo, WiLab, CNIT / DEI, University of Bologna, Italy Mignardi, Silvia, WiLab, CNIT / DEI, University of Bologna, Italy Verdone, Roberto, WiLab, CNIT / DEI, University of Bologna, Italy Buratti, Chiara, WiLab, CNIT / DEI, University of Bologna, Italy

SS_10.2: FLEXIBLE FORMATION CONTROL USING HAUSDORFF DISTANCE: A MULTI-AGENT REINFORCEMENT LEARNING APPROACH

Pan, Chaoyi, Tsinghua University, China Yan, Yuzi, Tsinghua University, China Zhang, Zexu, Harbin Institute of Technology, China Shen, Yuan, Tsinghua University, China

SS_10.3: INDOOR UAV HEIGHT ESTIMATION WITH MULTIPLE MODEL-DETECTING PARTICLE FILTERS

Wang, Hechuan, Stony Brook University, United States Zhao, Xiaokun, Stony Brook University, United States Bugallo, Monica, Stony Brook University, United States

SS_10.4: MULTI-AGENT NAVIGATION WITH REINFORCEMENT LEARNING ENHANCED INFORMATION SEEKING

Zhang, Siwei, German Aerospace Center (DLR), Germany Guerra, Anna, WiLAB, CNR-IEIIT, Italy Guidi, Francesco, WiLAB, CNR-IEIIT, Italy Dardari, Davide, University of Bologna, Italy Djuric, Petar, Stony Brook University, Italy

SS_10.5: COOPERATIVE POSE ESTIMATION IN A ROBOTIC SWARM: FRAMEWORK, SIMULATION AND EXPERIMENTAL RESULTS

Zhang, Siwei, German Aerospace Center (DLR), Germany Cokona, Kimon, German Aerospace Center (DLR), Germany Pöhlmann, Robert, German Aerospace Center (DLR), Germany Staudinger, Emanuel, German Aerospace Center (DLR), Germany Wiedemann, Thomas, German Aerospace Center (DLR), Germany Dammann, Armin, German Aerospace Center (DLR), Germany

Thursday, September 1, 14:00 - 15:40 ∘ Mediterranean
SPMuS_L3 - Remote Sensing

SPMuS_L3.1: REAL-TIME VEHICLE LOCALIZATION AND POSE TRACKING IN HIGH-RESOLUTION 3D MAPS

Zováthi, Örkény, Institute for Computer Science and Control (SZTAKI), Hungary Pálffy, Balázs, Institute for Computer Science and Control (SZTAKI), Hungary Benedek, Csaba, Institute for Computer Science and Control (SZTAKI), Hungary

SPMuS_L3.2: GRAPH-BASED INTERPOLATION FOR REMOTE SENSING DATA

Garcia Cardona, Johanna, University of Southern California, United States Ortega, Antonio, University of Southern California, United States Rodriguez-Alvarez, Nereida, Jet Propulsion Laboratory/California Institute of Technology, United States

SPMuS_L3.3: A MIMO RADAR-BASED FEW-SHOT LEARNING APPROACH FOR HUMAN-ID

Weller, Pascal, Fraunhofer IPA, Germany Aziz, Fady, Fraunhofer IPA, Germany Abdulatif, Sherif, University of Stuttgart, Germany Schneider, Urs, Fraunhofer IPA, Germany Huber, Marco F., Fraunhofer IPA, Germany

SPMuS_L3.4: ARTIFICIAL NEURAL NETWORKS-BASED RADAR REMOTE SENSING TO ESTIMATE GEOGRAPHICAL INFORMATION DURING OIL-SPILLS

Hammoud, Bilal, Technical University of Kaiserslautern, Germany Bou Maroun, Charbel, Lebanese American University, Lebanon Ney, Jonas, Technical University of Kaiserslautern, Germany Wehn, Norbert, Technical University of Kaiserslautern, Germany

SPMuS_L3.5: CONVOLUTIONAL NEURAL NETWORK MODELLING FOR MODIS LAND SURFACE TEMPERATURE SUPER-RESOLUTION

Nguyen, Binh Minh, IMT Atlantique, Lab-STICC, UMR CNRS 6285, France Tian, Ganglin, IMT Atlantique, Lab-STICC, UMR CNRS 6285, France Vo, Minh-Triet, IMT Atlantique, Lab-STICC, UMR CNRS 6285, France Michel, Aurélie, ONERA, France Corpetti, Thomas, CNRS, France Granero-Belinchon, Carlos, IMT Atlantique, Lab-STICC, UMR CNRS 6285, France

Thursday, September 1, 14:00 - 15:40 ∘ Adriatic
SS_9a - New Frontiers in Integrated Sensing and Communications (ISAC)

SS_9a.1: MODEL-BASED ONLINE LEARNING FOR JOINT RADAR-COMMUNICATION SYSTEMS OPERATING IN DYNAMIC INTERFERENCE

Pulkkinen, Petteri, Aalto University, Saab Finland Oy, Finland Koivunen, Visa, Aalto University, Finland

SS_9a.2: JOINT BEAMFORMING AND REFLECTION DESIGN FOR RIS-ASSISTED ISAC SYSTEMS

Liu, Rang, Dalian University of Technology, China Li, Ming, Dalian University of Technology, China Swindlehurst, A. Lee, University of California, United States

SS_9a.3: LOW COMPLEXITY JOINT POSITION AND CHANNEL ESTIMATION AT MILLIMETER WAVE BASED ON MULTIDIMENSIONAL ORTHOGONAL MATCHING PURSUIT

Palacios, Joan, North Carolina State University, United States Gonzalez Prelcic, Nuria, North Carolina State University, United States Rusu, Cristian, University of Bucharest, Romania

SS_9a.4: SIMULTANEOUS ACTIVE-PASSIVE BEAMFORMER DESIGN IN IRS-ENABLED MULTI-CARRIER DFRC SYSTEM

Wei, Tong, University of Luxembourg, Luxembourg Wu, Linlong, University of Luxembourg, Luxembourg Mishra, Kumar Vijay, University of Luxembourg, Luxembourg Shankar M. R., Bhavani, University of Luxembourg, Luxembourg

SS_9a.5: CHARACTERIZATION OF FULL-DUPLEX CONSTANT-ENVELOPE TRANSCEIVER FOR EMERGING MULTIFUNCTION SYSTEMS

Bernhardt, Micael, Tampere University, Finland Marin, Jaakko, Tampere University, Finland Riihonen, Taneli, Tampere University, Finland

Thursday, September 1, 14:00 - 15:40 ∘ Baltic + Aegean
ASMSP_L7 - Audio source separation, enhancement and restoration

ASMSP_L7.1: COSSD - AN END-TO-END FRAMEWORK FOR MULTI-INSTANCE SOURCE SEPARATION AND DETECTION

Baligar, Shrishail, University of California Merced, United States Newsam, Shawn, University of California Merced, United States

ASMSP_L7.2: RECURRENT NEURAL NETWORK-BASED ESTIMATION AND CORRECTION OF RELATIVE TRANSFER FUNCTION FOR PRESERVING SPATIAL CUES IN SPEECH SEPARATION

Feng, Zicheng, Southern University of Science and Technology, China Tsao, Yu, Academia Sinica, Taiwan Chen, Fei, Southern University of Science and Technology, China

ASMSP_L7.3: SAMPLING FREQUENCY INDEPENDENT DIALOGUE SEPARATION

Paulus, Jouni, Fraunhofer Institute for Integrated Circuits IIS, Germany Torcoli, Matteo, Fraunhofer Institute for Integrated Circuits IIS, Germany

ASMSP_L7.4: METRICGAN+/-: INCREASING ROBUSTNESS OF NOISE REDUCTION ON UNSEEN DATA

Close, George, University of Sheffield, United Kingdom Hain, Thomas, University of Sheffield, United Kingdom Goetze, Stefan, University of Sheffield, United Kingdom

ASMSP_L7.5: A COMPUTATION-EFFICIENT NEURAL NETWORK FOR VAD USING MULTI-CHANNEL FEATURE

Wang, Runze, Concordia University, Canada Moazzen, Iman, Castofly Technologies, Canada Zhu, Wei-Ping, Concordia University, Canada

Thursday, September 1, 14:00 - 15:40 ∘ Poster Area 1
BISA_P2 - Biomedical Image Processing

BISA_P2.1: SELF-SUPERVISED LEARNING AS A MEANS TO REDUCE THE NEED FOR LABELED DATA IN MEDICAL IMAGE ANALYSIS

Benčević, Marin, J. J. Strossmayer University of Osijek, Croatia (Hrvatska) Habijan, Marija, J. J. Strossmayer University of Osijek, Croatia (Hrvatska) Galić, Irena, J. J. Strossmayer University of Osijek, Croatia (Hrvatska) Pizurica, Aleksandra, Ghent University, Belgium

BISA_P2.2: AUTOMATIC DETECTION OF THE RETINA IN OPTICAL COHERENCE TOMOGRAPHY USING DEEP Q LEARNING

Cazañas-Gordón, Alex, University of Coimbra, Portugal Cruz, Luís, University of Coimbra, Portugal

BISA_P2.3: GLAND SEGMENTATION IN GASTRIC HISTOLOGY IMAGES: DETECTION OF INTESTINAL METAPLASIA

Barmpoutis, Panagiotis, UCL, United Kingdom Waddingham, William, UCL, United Kingdom Ross, Christopher, UCL, United Kingdom Hamzeh, Kayhanian, UCL, United Kingdom Alexander, Daniel, UCL, United Kingdom Jansen, Marnix, UCL, United Kingdom

BISA_P2.4: A FEATURE-BASED APPROACH ON CONTACT-LESS BLOOD PRESSURE ESTIMATION FROM VIDEO DATA

Wuerich, Carolin, Fraunhofer Institute for Microelectronic Circuits and Systems, Germany Humm, Eva-Maria, Fraunhofer Institute for Microelectronic Circuits and Systems, Germany Wiede, Christian, Fraunhofer Institute for Microelectronic Circuits and Systems, Germany Schiele, Gregor, University of Duisburg-Essen, Germany

BISA_P2.5: CONVOLUTIVE ATTENTION FOR IMAGE REGISTRATION

Parbs, Tim J., University of Lübeck, Germany Koch, Philipp, Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, Germany Mertins, Alfred, University of Lübeck, Germany

BISA_P2.6: UNCOVERING CORTICAL LAYERS WITH MULTI-EXPONENTIAL ANALYSIS: A REGION OF INTEREST STUDY

Jamárik, Jakub, Masaryk University, Czech Republic Vojtíšek, Lubomír, Masaryk University, Czech Republic Schwarz, Daniel, Masaryk University, Czech Republic

BISA_P2.7: TRANSDUCTIVE INVERSION VIA DEEP TRANSFORM LEARNING

Maggu, Jyoti, Indraprastha Institute of Information Technology, India Sharma, Shalini, Indraprastha Institute of Information Technology, India Majumdar, Angshul, Indraprastha Institute of Information Technology, India

BISA_P2.8: A GENERALIZATION ENHANCEMENT APPROACH FOR DEEP LEARNING SEGMENTATION MODELS: APPLICATION IN COVID-19 LESION SEGMENTATION FROM CHEST CT SLICES

Enshaei, Nastaran, Concordia University, Canada Rafiee, Moezedin Javad, McGill University, Canada Naderkhani, Farnoosh, Concordia University, Canada

BISA_P2.9: A CONSTRAINED SHANNON-FANO ENTROPY CODER FOR IMAGE STORAGE IN SYNTHETIC DNA

Pic, Xavier, I3S laboratory, Côte d’Azur University and CNRS, France Antonini, Marc, I3S laboratory, Côte d’Azur University and CNRS, France

Thursday, September 1, 14:00 - 15:40 ∘ Poster Area 2
SiG-DML_P3 - Neural Network Learning

SiG-DML_P3.1: UNSUPERVISED LEARNED KALMAN FILTERING

Revach, Guy, ETH, Switzerland Shlezinger, Nir, Ben-Gurion University of the Negev, Israel Locher, Timur, ETH, Switzerland Ni, Xiaoyong, ETH, Switzerland van Sloun, Ruud, Eindhoven University of Technology, Netherlands Eldar, Yonina, Weizmann Institute of Science, Israel

SiG-DML_P3.2: TRANSFER LEARNING FOR HUMAN ACTIVITY CLASSIFICATION IN MULTIPLE RADAR SETUPS

Fix, Jeremy, Universite de Lorraine, CentraleSupelec, France HINOSTROZA, Israel, Universite Paris-Sclay, CentraleSupelec, France Ren, Chengfang, Universite Paris-Sclay, CentraleSupelec, France Manfredi, Giovanni, Universite Paris-Saclay, CentraleSupelec, France Letertre, Thierry, Universite Paris-Sclay, CentraleSupelec, France

SiG-DML_P3.3: NEURAL NETWORK BASED ON LOCAL DIMENSIONALITY REDUCTION FOR MATRIX COMPLETION

Sasaki, Ryohei, Tokyo University of Technology, Japan Bin, Guo, Hosei University, Japan Konishi, Katsumi, Hosei University, Japan

SiG-DML_P3.4: NETWORK CALIBRATION BY TEMPERATURE SCALING BASED ON THE PREDICTED CONFIDENCE

Frenkel, Lior, Bar-Ilan University, Israel Goldberger, Jacob, Bar-Ilan University, Israel

SiG-DML_P3.5: UNSUPERVISED FEATURE RECOMMENDATION USING REPRESENTATION LEARNING

Datta, Anish, Tata Consultancy Services, India Bandyopadhyay, Soma, Tata Consultancy Services, India Sachan, Shruti, Tata Consultancy Services, India Pal, Arpan, Tata Consultancy Services, India

SiG-DML_P3.6: DESIGN OF ROBUST COMPLEX-VALUED FEED-FORWARD NEURAL NETWORKS

Neacșu, Ana, Centrale Supelec, France Ciubotaru, Răzvan, University Politehnica of Bucharest, Romania Pesquet, Jean-Christophe, Centrale Supelec, France Burileanu, Corneliu, University Politehnica of Bucharest, Romania

SiG-DML_P3.7: DYSLEXIA DETECTION IN CHILDREN USING EYE TRACKING DATA BASED ON VGG16 NETWORK

Vajs, Ivan, University of Belgrade – School of Electrical Engineering and Innovation center, School of Electrical Engineering in Belgrade, Serbia Ković, Vanja, Faculty of Philosophy, University of Belgrade, Serbia Papić, Tamara, University Singidunum, Serbia M. Savić, Andrej, University of Belgrade – School of Electrical Engineering Belgrade, Serbia, Serbia M. Janković, Milica, University of Belgrade – School of Electrical Engineering Belgrade, Serbia, Serbia

SiG-DML_P3.8: DATA AUGMENTATION WITH MIXTURES OF MAX-ENTROPY TRANSFORMATIONS FOR FILLING-LEVEL CLASSIFICATION

Modas, Apostolos, Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland Cavallaro, Andrea, Queen Mary University of London, United Kingdom Frossard, Pascal, Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland

SiG-DML_P3.9: FAST LEARNING ARCHITECTURE FOR NEURAL NETWORKS

Zhang, Ming Jun, HESAM/CNAM, France Garcia, Samuel, HESAM/CNAM, France Terré, Michel, HESAM/CNAM, France

Thursday, September 1, 14:00 - 15:40 ∘ Poster Area 3
ASMSP_P5 - Detection and classification of acoustic scenes and events

ASMSP_P5.1: LOCATION-INVARIANT REPRESENTATIONS FOR ACOUSTIC SCENE CLASSIFICATION

Tyagi, Akansha, Indian Institute of Technology Mandi (IIT Mandi), India Rajan, Padmanabhan, Indian Institute of Technology Mandi (IIT Mandi), India

ASMSP_P5.2: BINAURAL SIGNAL REPRESENTATIONS FOR JOINT SOUND EVENT DETECTION AND ACOUSTIC SCENE CLASSIFICATION

Krause, Daniel Aleksander, Tampere University, Finland Mesaros, Annamaria, Tampere University, Finland

ASMSP_P5.3: SOFTVAD IN IVECTOR-BASED ACOUSTIC SCENE CLASSIFICATION FOR ROBUSTNESS TO FOREGROUND SPEECH

Song, Siyuan, Ghent University - imec, Belgium, Belgium Desplanques, Brecht, Ghent University - imec, Belgium Demuynck, Kris, Ghent University - imec, Belgium Madhu, Nilesh, Ghent University - imec, Belgium

ASMSP_P5.4: IMPROVED ZERO-SHOT AUDIO TAGGING & CLASSIFICATION WITH PATCHOUT SPECTROGRAM TRANSFORMERS

Primus, Paul, Johannes Kepler University, Austria Widmer, Gerhard, Johannes Kepler University, Austria

ASMSP_P5.5: GRAPH NODE EMBEDDINGS FOR ONTOLOGY-AWARE SOUND EVENT CLASSIFICATION: AN EVALUATION STUDY

Aironi, Carlo, Università Politecnica delle Marche, Italy Cornell, Samuele, Università Politecnica delle Marche, Italy Principi, Emanuele, Università Politecnica delle Marche, Italy Squartini, Stefano, Università Politecnica delle Marche, Italy

ASMSP_P5.6: FEATURE-INFORMED EMBEDDING SPACE REGULARIZATION FOR AUDIO CLASSIFICATION

Hung, Yun-Ning, Bytedance, United States Lerch, Alexander, Georgia Institute of Technology, United States

ASMSP_P5.7: EXPLORING ON-DEVICE LEARNING USING FEW SHOTS FOR AUDIO CLASSIFICATION

Chauhan, Jagmohan, University of Southampton, United Kingdom Kwon, Young D., University of Cambridge, United Kingdom Mascolo, Cecilia, University of Cambridge, United Kingdom

ASMSP_P5.8: HYPERNETWORKS FOR SOUND EVENT DETECTION: A PROOF-OF-CONCEPT

singh, Shubhr, Queen Mary University of London, United Kingdom Phan, Huy, Queen Mary University of London, United Kingdom Benetos, Emmanouil, Queen Mary University of London, United Kingdom

Thursday, September 1, 16:10 - 17:50 ∘ Atlantic 1
TMTSP_L6 - Time-Frequency and Time-Scale Analysis

TMTSP_L6.1: A COMPARISON OF BAYESIAN ESTIMATORS FOR THE PARAMETERS OF THE BIVARIATE MULTIFRACTAL SPECTRUM

Leon, Lorena, Université de Toulouse, CNRS, France Wendt, Herwig, Université de Toulouse, CNRS, France Tourneret, Jean-Yves, Université de Toulouse, CNRS, France Abry, Patrice, ENS de Lyon, CNRS, France

TMTSP_L6.2: FOREIGN EXCHANGE MULTIVARIATE MULTIFRACTAL ANALYSIS

Abry, Patrice, CNRS, ENS Lyon, France Malevergne, Yannick, Université Paris 1 Panthéon-Sorbonne, France Wendt, Herwig, CNRS, IRIToulouse, France Jaffard, Stéphane, CNRS, Université Paris Est Créteil, France Senneret, Marc, Vivienne Investissement, France Jaffrès, Laurent, Vivienne Investissement, France

TMTSP_L6.3: PHASE REASSIGNMENT WITH EFFICIENT ESTIMATION OF PHASE DIFFERENCE

Åkesson, Maria, Lund University, Sweden Sandsten, Maria, Lund University, Sweden

TMTSP_L6.4: HURST MULTIMODALITY DETECTION BASED ON LARGE WAVELET RANDOM MATRICES

Orejola, Oliver, Tulane University, United States Didier, Gustavo, Tulane University, United States Arby, Patrice, Université de Lyon, ENS de Lyon, CNRS, Lab. de Physique, France Wendt, Herwig, Université de Toulouse, CNRS, IRIT, France

TMTSP_L6.5: A NEW ADAPTIVE TECHNIQUE FOR MULTICOMPONENT SIGNALS REASSIGNMENT BASED ON SYNCHROSQUEEZING TRANSFORM

Laurent, Nils, University Grenoble alpes, France Meignen, Sylvain, University Grenoble alpes, France

Thursday, September 1, 16:10 - 17:50 ∘ Atlantic 3
SiG-DML_L5 - Sequential Learning

SiG-DML_L5.1: AUTO-WEIGHTED SEQUENTIAL WASSERSTEIN DISTANCE AND APPLICATION TO SEQUENCE MATCHING

Horie, Mitsuhiko, Waseda University, Japan Kasai, Hiroyuki, Waseda University, Japan

SiG-DML_L5.2: ARE DEEP LEARNING MODELS PRACTICALLY GOOD AS PROMISED? A STRATEGICAL COMPARISON OF DEEP LEARNING MODELS FOR TIME SERIES FORECASTING

OUYANG, Zuokun, University of Orléans, France RAVIER, Philippe, University of Orléans, France JABLOUN, Meryem, University of Orléans, France

SiG-DML_L5.3: CAMEO: CURIOSITY AUGMENTED METROPOLIS FOR EXPLORATORY OPTIMAL POLICIES

ALAMI CHEHBOUNE, Mohamed, Ecole Polytechnique / IRT SystemX, France kaddah, Rim, IRT SystemX, France Martino, Luca, Universidad Rey Juan Carlos, Spain Llorente, Fernando, Universidad Carlos III de Madrid, Spain Read, Jesse, Ecole Polytechnique, France

SiG-DML_L5.4: MULTI-HEAD TEMPORAL ATTENTION-AUGMENTED BILINEAR NETWORK FOR FINANCIAL TIME SERIES PREDICTION

Shabani, Mostafa, Aarhus University, Denmark Thanh Tran, Dat, Tampere University, Finland Magris, Martin, Aarhus University, Denmark Kanniainen, Juho, Tampere University, Finland Iosifidis, Alexandros, Aarhus University, Denmark

SiG-DML_L5.5: TIME-VARYING NORMALIZING FLOW FOR GENERATIVE MODELING OF DYNAMICAL SIGNALS

Ghosh, Anubhab, KTH Royal Institute of Technology, Sweden Espuna Fontcuberta, Aleix, KTH Royal Institute of Technology, Sweden R. -H. Abdalmoaty, Mohamed, Uppsala University, Sweden Chatterjee, Saikat, KTH Royal Institute of Technology, Sweden

Thursday, September 1, 16:10 - 17:50 ∘ Mediterranean
BISA_L2 - Biomedical Signal Processing II

BISA_L2.1: PRELIMINARY STUDY FOR INTONATION CLASSIFICATION OF IMAGINED SPEECH FOR BRAIN-COMPUTER INTERFACE APPLICATIONS

Casso, Isabel, University of Lille, CNRS, France Rouillard, José, University of Lille, CNRS, Centrale Lille, France Si-Mohammed, Hakim, University of Lille, CNRS, Centrale Lille, France Betrouni, Nacim, University of Lille, INSERM, CHU Lille, France Cabestaing, François, University of Lille, CNRS, Centrale Lille, France Basirat, Anahita, University of Lille, CNRS, France

BISA_L2.2: ELECTRICALLY EVOKED AUDITORY STEADY STATE RESPONSE DETECTION IN COCHLEAR IMPLANT RECIPIENTS USING A SYSTEM IDENTIFICATION APPROACH

Schott, Julian, KU Leuven, Belgium Gransier, Robin, KU Leuven, Belgium Wouters, Jan, KU Leuven, Belgium Moonen, Marc, KU Leuven, Belgium

BISA_L2.3: CHARACTERIZING FETAL HEART RATE FROM A STATE SPACE PERSPECTIVE

Chen, Tong, Stony Brook University, United States Feng, Guanchao, Stony Brook University, United States Heiselman, Cassandra, Stony Brook University, United States Quirk, J. Gerald, Stony Brook University, United States Djuric, Petar M., Stony Brook University, United States

BISA_L2.4: FEATURES MOTIVATED FROM UNCERTAINTY PRINCIPLE FOR CLASSIFICATION OF NORMAL VS. PATHOLOGICAL INFANT CRY

Kachhi, Aastha, Dhirubhai Ambani Institute of Information and Communication Technology, India Gupta, Priyanka, Dhirubhai Ambani Institute of Information and Communication Technology, India Patil, Hemant A., Dhirubhai Ambani Institute of Information and Communication Technology, India

BISA_L2.5: A COMPARATIVE STUDY OF AUTOENCODER ARCHITECTURES FOR MENTAL HEALTH ANALYSIS USING WEARABLE SENSORS DATA

PANAGIOTOU, MARIA, NTUA, Greece ZLATINTSI, ATHANASIA, NTUA, Greece FILNTISIS, PANAGIOTIS P., NTUA, Greece ROUMELIOTIS, ANARGYROS J., NTUA, Greece EFTHYMIOU, NIKI, NTUA, Greece MARAGOS, PETROS, NTUA, Greece

Thursday, September 1, 16:10 - 17:50 ∘ Adriatic
SPMuS_L4 - Space-Time Array Signal Processing

SPMuS_L4.1: SINGLE-PULSE ESTIMATION OF TARGET VELOCITY ON PLANAR ARRAYS

Kokke, Costas, Delft University of Technology, Netherlands Coutino, Mario, Netherlands Organisation for Applied Scientific Research, Netherlands Heusdens, Richard, Netherlands Defence Academy, Netherlands Leus, Geert, Delft University of Technology, Netherlands Anitori, Laura, Netherlands Organisation for Applied Scientific Research, Netherlands

SPMuS_L4.2: DESIGN OF SPATIAL FAST- AND SLOW-TIME WAVEFORMS AND RECEIVE FILTER FOR MIMO RADAR SPACE-TIME ADAPTIVE PROCESSING

Shi, Chunxuan, Beijing Institute of Technology, China Li, Yongzhe, Beijing Institute of Technology, China Tao, Ran, Beijing Institute of Technology, China

SPMuS_L4.3: GRIDLESS JOINT DELAY-DOA-DOPPLER ESTIMATION USING OFDM SIGNALS: A MULTILEVEL HANKEL MATRIX APPROACH

Zhou, Ziyu, Imperial College London, China Dai, Wei, Imperial College London, United Kingdom

SPMuS_L4.4: DESIGN OF FREQUENCY-INVARIANT BEAMFORMERS USING A WEIGHTED SPATIAL-RESPONSE-VARIANCE MEASURE

Feng, Congwei, Nanjing University of Aeronautics and Astronautics, China Chen, Huawei, Nanjing University of Aeronautics and Astronautics, China Cheng, Ge, Nanjing University of Aeronautics and Astronautics, China Wu, Yue Ivan, Sichuan University, China

SPMuS_L4.5: NEAR-FIELD FOCUSING USING PHASED ARRAYS WITH DYNAMIC POLARIZATION CONTROL

Myers, Nitin Jonathan, Delft University of Technology, Netherlands Aslan, Yanki, Delft University of Technology, Netherlands Joseph, Geethu, Delft University of Technology, Netherlands

Thursday, September 1, 16:10 - 17:50 ∘ Baltic + Aegean
ASMSP_L8 - Audio analytics and applications

ASMSP_L8.1: TOWARDS UNSUPERVISED SUBJECT-INDEPENDENT SPEECH-BASED RELAPSE DETECTION IN PATIENTS WITH PSYCHOSIS USING VARIATIONAL AUTOENCODERS

Garoufis, Christos, National Technical University of Athens, Greece Zlatintsi, Athanasia, National Technical University of Athens, Greece Filntisis, Panagiotis-Paraskevas, National Technical University of Athens, Greece Efthymiou, Niki, National Technical University of Athens, Greece Kalisperakis, Emmanouil, University Mental Health Research Institute, Greece Karantinos, Thomas, University Mental Health Research Institute, Greece Garyfalli, Vassiliki, University Mental Health Research Institute, Greece Lazaridi, Marina, University Mental Health Research Institute, Greece Smyrnis, Nikolaos, University Mental Health Research Institute, Greece Maragos, Petros, National Technical University of Athens, Greece

ASMSP_L8.2: MULTI-STAGE ATTENTION FOR FINE-GRAINED EXPRESSIVITY TRANSFER IN MULTISPEAKER TEXT-TO-SPEECH SYSTEM

Kulkarni, Ajinkya, Université de Lorraine, CNRS, Inria, Loria, France Colotte, Vincent, Université de Lorraine, CNRS, Inria, Loria, France Jouvet, Denis, Université de Lorraine, CNRS, Inria, Loria, France

ASMSP_L8.3: WAKE-COUGH: COUGH SPOTTING AND COUGHER IDENTIFICATION FOR PERSONALISED LONG-TERM COUGH MONITORING

Pahar, Madhurananda, University of Stellenbosch, South Africa Klopper, Marisa, University of Stellenbosch, South Africa Reeve, Byron, University of Stellenbosch, South Africa Warren, Rob, University of Stellenbosch, South Africa Theron, Grant, University of Stellenbosch, South Africa Diacon, Andreas, University of Stellenbosch, South Africa Niesler, Thomas, University of Stellenbosch, South Africa

ASMSP_L8.4: ROBUST STUTTERING DETECTION VIA MULTI-TASK AND ADVERSARIAL LEARNING

Sheikh, Shakeel Ahmad, Universite de Lorraine, CNRS, Inria, LORIA, France Sahidullah, Md, Universite de Lorraine, CNRS, Inria, LORIA, France Hirsch, Fabrice, Université Paul-Valéry Montpellier, CNRS, France Ouni, Slim, Universite de Lorraine, CNRS, Inria, LORIA, France , , ,

ASMSP_L8.5: JOINT SCATTERING FOR AUTOMATIC CHICK CALL RECOGNITION

Wang, Changhong, CNRS, LS2N, UMR 6004, France Benetos, Emmanouil, Queen Mary University of London, United Kingdom Wang, Shuge, Queen Mary University of London, United Kingdom Versace, Elisabetta, Queen Mary University of London, United Kingdom

Thursday, September 1, 16:10 - 17:50 ∘ Poster Area 1
BForSec_P - Information Forensics and Security

BForSec_P.1: PHASED-ARRAY TRANSMISSION FOR SECURE MMWAVE WIRELESS COMMUNICATION VIA POLYGON MIRROR FLIP

Chen, Yang, University of Electronic Science and Technology of China, China Zhang, Xuejing, University of Electronic Science and Technology of China, China

BForSec_P.2: PAYLOAD-BASED NETWORK TRAFFIC ANALYSIS FOR APPLICATION CLASSIFICATION AND INTRUSION DETECTION

Özdel, Süleyman, Boğaziçi University, Turkey Ateş, Çağatay, Boğaziçi University, Turkey Ateş, Pelin Damla, Boğaziçi University, Turkey Koca, Mutlu, Boğaziçi University, Turkey Anarım, Emin, Boğaziçi University, Turkey

BForSec_P.3: IMPROVING DEEPFAKE DETECTION BY MIXING TOP SOLUTIONS OF THE DFDC

Trabelsi, Anis, EURECOM, France Pic, Marc Michel, SURYS, France Dugelay, Jean-Luc, EURECOM, France

BForSec_P.4: FAST AND ENERGY-EFFICIENT WATERMARKING OF HEVC-COMPRESSED VIDEO BITSTREAMS

Stankowski, Jakub, Poznan University of Technology, Poland Domański, Marek, Poznan University of Technology, Poland Grajek, Tomasz, Poznan University of Technology, Poland

Thursday, September 1, 16:10 - 17:50 ∘ Poster Area 2
SPCN_P1 - Communications Signal Processing

SPCN_P1.1: CHANNEL ESTIMATION FOR UAV-BASED MMWAVE MASSIVE MIMO COMMUNICATIONS WITH BEAM SQUINT

Vlachos, Evangelos, ATHENA Research Center, Greece Mavrokefalidis, Christos, Dept. of Computer Engineering and Informatics, Greece Berberidis, Kostas, Dept. of Computer Engineering and Informatics, Greece

SPCN_P1.2: ONLINE QOS ESTIMATION FOR VEHICULAR RADIO ENVIRONMENTS

Hernangomez, Rodrigo, Fraunhofer Heinrich Hertz Institute, Germany Palaios, Alexandros, Ericsson Research, Germany Guruvayoorappan, Gayathri, Ericsson Research, Germany Kasparick, Martin, Fraunhofer Heinrich Hertz Institute, Germany Ain, Noor Ul, Fraunhofer Heinrich Hertz Institute, Germany Stanczak, Slawomir, Fraunhofer Heinrich Hertz Institute, Germany

SPCN_P1.3: AMPLITUDE SHIFT KEYING CONSTELLATION SPACE FOR SIMULTANEOUS WIRELESS INFORMATION AND POWER TRANSFER

Hanif, Adnan, The George Washington University, United States Doroslovački, Miloš, The George Washington University, United States

SPCN_P1.4: A LOW-COMPLEXITY DOUBLE EP-BASED DFE FOR TURBO EQUALIZATION

Yin, Congji, Chongqing University, China Feng, Wenjiang, Chongqing University, China Li, Junbing, Chongqing University, China Li, Guojun, Chongqing University of Posts and Telecommunications, China

SPCN_P1.5: ESTIMATING MULTI-MODAL DENSE MULTIPATH COMPONENTS USING AUTO-ENCODERS

Schieler, Steffen, Technische Universität Ilmenau, Germany Döbereiner, Michael, Fraunhofer Institute for Integrated Circuits, Germany Semper, Sebastian, Technische Universität Ilmenau, Germany Landmann, Markus, Fraunhofer Institute for Integrated Circuits, Germany

SPCN_P1.6: JOINT CHANNEL ESTIMATION AND MAP DETECTION OF PROBABILISTICALLY SHAPED QAM

DU, Yilun, Université d'Orléans, France Abed-Meraim, Karim, Université d'Orléans, France Rekik, Ouahbi, Université Sorbonne Paris Nord, France

SPCN_P1.7: SPARSE-AWARE APPROACH FOR COVARIANCE CONVERSION IN FDD SYSTEMS

Lopez, Carlos Alejandro, Polythecnic University of Catalonia, Spain Riba, Jaume, Polythecnic University of Catalonia, Spain

SPCN_P1.8: LEARNING PHOTONIC NEURAL NETWORK INITIALIZATION FOR NOISE-AWARE END-TO-END FIBER TRANSMISSION

Kirtas, Manos, Computational Intelligence and Deep Learning Group, Greece Passalis, Nikolaos, Computational Intelligence and Deep Learning Group, Greece Mourgias-Alexandris, George, Wireless and Photonic Systems and Networks Group, Greece Dabos, George, Wireless and Photonic Systems and Networks Group, Greece Pleros, Nikolaos, Wireless and Photonic Systems and Networks Group, Greece Tefas, Anastasios, Computational Intelligence and Deep Learning Group, Greece

Friday, September 2, 11:00 - 12:40 ∘ Atlantic 1
VIP_L3 - Semantic segmentation and Action tracking

VIP_L3.1: IMPROVING FEW-SHOT OBJECT DETECTION THROUGH A PERFORMANCE ANALYSIS ON AERIAL AND NATURAL IMAGES

Le Jeune, Pierre, L2TI Université Sorbonne Paris Nord, France Mokraoui, Anissa, L2TI Université Sorbonne Paris Nord, France

VIP_L3.2: PIECEWISE LINEAR PREDICTION MODEL FOR ACTION TRACKING IN SPORTS

Baldanza, Axel, Rematch, Université de Bordeaux, Institut de Mathématiques de Bordeaux, France Aujol, Jean-François, Université de Bordeaux, Institut de Mathématiques de Bordeaux, Instituts Nationaux Polytechniques Bordeaux, Centre National de la Recherche Scientifique, France Traonmilin, Yann, Université de Bordeaux, Institut de Mathématiques de Bordeaux, Instituts Nationaux Polytechniques Bordeaux, Centre National de la Recherche Scientifique, France Alary, François, Rematch, France

VIP_L3.3: BOUNDARY ENHANCED SEMANTIC SEGMENTATION FOR HIGH RESOLUTION ELECTRON MICROSCOPE IMAGES

Pollach, Matthias, TECHNICAL UNIVERSITY MUNICH, Germany Schiegg, Felix, Technical University Munich, Germany Ludwig, Matthias, Infineon Technologies AG, Germany Bette, Ann-Christin, Infineon Technologies AG, Germany Knoll, Alois, Technical University Munich, Germany

VIP_L3.4: CROSS-LEVEL SEMANTIC SEGMENTATION GUIDED FEATURE SPACE DECOUPLING AND AUGMENTATION FOR FINE-GRAINED SHIP DETECTION

Zhang, Zhengning, Tsinghua University and Space Star Technology Co.Ltd.,, China Zhang, Lin, Tsinghua Shenzhen International Graduate School, China Wang, Yue, Tsinghua University, China Feng, Pengming, State Key Laboratory of Space-Ground Integrated Information Technology, China Liu, Shaobo, Space Star Technology Co.Ltd.,, China Wang, Jian, Space Star Technology Co.Ltd.,, China

VIP_L3.5: TOWARD ACCURATE ONLINE MULTI-TARGET MULTI-CAMERA TRACKING IN REAL-TIME

Specker, Andreas, Karlsruhe Institute of Technology, Germany Beyerer, Jürgen, Karlsruhe Institute of Technology, Germany

Friday, September 2, 11:00 - 12:40 ∘ Atlantic 3
BISA_L3 - Biomedical Image Processing

BISA_L3.1: MULTI-FRAME SUPER-RESOLUTION MRI USING COUPLED LOW-RANK TUCKER APPROXIMATION

Prévost, Clémence, University of Lille, France Odille, Freddy, Inserm, University of Lorraine, France

BISA_L3.2: FAST AND ROBUST PATTERN DETECTION: APPLICATION TO SPHERICAL BEAD LOCATION IN HOLOGRAPHIC MICROSCOPY

Brault, Dylan, UMR CNRS 5516, Univ. Lyon, UJM-Saint-Etienne, IOGS, Lab. Hubert Curien F-42023, Saint-Etienne, France, France Denis, Loïc, UMR CNRS 5516, Univ. Lyon, UJM-Saint-Etienne, IOGS, Lab. Hubert Curien F-42023, Saint-Etienne, France, France Dixneuf, Sophie, Bioassays, Microsystems & Optical Engineering Unit, BIOASTER, 69007 Lyon, France, France Faure, Nicolas, bioMérieux, Centre Christophe Mérieux, 38024 Grenoble, France, France Olivier, Thomas, UMR CNRS 5516, Univ. Lyon, UJM-Saint-Etienne, IOGS, Lab. Hubert Curien F-42023, Saint-Etienne, France, France Fournier, Corinne, UMR CNRS 5516, Univ. Lyon, UJM-Saint-Etienne, IOGS, Lab. Hubert Curien F-42023, Saint-Etienne, France, France

BISA_L3.3: EXTENDING THE COMPRESSION RANGE OF BIOMEDICAL IMAGES FOR MACHINE VISION ANALYSIS.

Paulo, Edgar S., Instituto de Telecomunicações, Portugal Thomaz, Lucas A., Instituto de Telecomunicações, Portugal Távora, Luís M. N., Instituto de Telecomunicações, Portugal Assuncao, Pedro A. A., Instituto de Telecomunicações, Portugal Faria, Sérgio M. M., Instituto de Telecomunicações, Portugal

BISA_L3.4: GLAUCOMA GRADING VIA MEAN DEFECT BACK PROPAGATION FROM OCT IMAGES

Ramírez, Elisa, Universitat Politècnica de València, Spain del Amor, Rocío, Universitat Politècnica de València, Spain García, Gabriel, Universitat Politècnica de València, Spain Naranjo, Valery, Universitat Politècnica de València, Spain

BISA_L3.5: WHY DO STATE-OF-THE-ART SUPER-RESOLUTION METHODS NOT WORK WELL FOR BONE MICROSTRUCTURE CT IMAGING?

Jhuboo, Rehan, Laboratoire Hubert Curien, France Redko, Ievgen, Laboratoire Hubert Curien, France Guignandon, Alain, Sainbiose, France Peyrin, Françoise, Creatis, France Sebban, Marc, Laboratoire Hubert Curien, France

Friday, September 2, 11:00 - 12:40 ∘ Mediterranean
SPCN_L2 - Signal Process for Wireless Communications
Friday, September 2, 11:00 - 12:40 ∘ Adriatic
SPMuS_L5 - Distributed Signal Processing

SPMuS_L5.1: IMPROVED TRACKING FOR DISTRIBUTED SIGNAL FUSION OPTIMIZATION IN A FULLY-CONNECTED WIRELESS SENSOR NETWORK

Musluoglu, Cem Ates, KU Leuven, Belgium Moonen, Marc, KU Leuven, Belgium Bertrand, Alexander, KU Leuven, Belgium

SPMuS_L5.2: DISTRIBUTED SPARSE OPTIMIZATION BASED ON MINIMAX CONCAVE AND CONSENSUS PROMOTING PENALTIES: TOWARDS GLOBAL OPTIMALITY

Komuro, Kei, Keio University, Japan Yukawa, Masahiro, Keio University, Japan Cavalcante, Renato, Heinrich Hertz Institute, Germany

SPMuS_L5.3: ON OBSERVABILITY AND OPTIMAL GAIN DESIGN FOR DISTRIBUTED LINEAR FILTERING AND PREDICTION

Das, Subhro, IBM Research, United States

SPMuS_L5.4: FINITE BIT QUANTIZATION FOR DECENTRALIZED LEARNING UNDER SUBSPACE CONSTRAINTS

Nassif, Roula, Université Côte d'Azur, France Vlaski, Stefan, Imperial College London, United Kingdom Antonini, Marc, Université Côte d'Azur, France Carpentiero, Marco, University of Salerno, Italy Matta, Vincenzo, University of Salerno, Italy Sayed, Ali, Ecole Polytechnique Fédérale de Lausanne, Switzerland

SPMuS_L5.5: RELATIVE KINEMATICS ESTIMATION USING ACCELEROMETER MEASUREMENTS

Mishra, Anurodh, Delft University of Technology, Netherlands Rajan, Raj Thilak, Delft University of Technology, Netherlands

Friday, September 2, 11:00 - 12:40 ∘ Baltic + Aegean
ASMSP_L9 - Signal processing methods and models

ASMSP_L9.1: COMPOSING GENERAL AUDIO REPRESENTATION BY FUSING MULTILAYER FEATURES OF A PRE-TRAINED MODEL

Niizumi, Daisuke, NTT Corporation, Japan Takeuchi, Daiki, NTT Corporation, Japan Ohishi, Yasunori, NTT Corporation, Japan Harada, Noboru, NTT Corporation, Japan Kashino, Kunio, NTT Corporation, Japan

ASMSP_L9.2: EFFICIENTLEAF: A FASTER LEARNABLE AUDIO FRONTEND OF QUESTIONABLE USE

Schlüter, Jan, Johannes Kepler University Linz, Austria Gutenbrunner, Gerald, Johannes Kepler University Linz, Austria

ASMSP_L9.3: BAND LIMITED IMPULSE INVARIANCE METHOD

Hahn, Nara, University of Southampton, United Kingdom Schultz, Frank, University of Rostock, Germany Spors, Sascha, University of Rostock, Germany

ASMSP_L9.4: USING INTERPOLATED FIR TECHNIQUE FOR DIGITAL CROSSOVER FILTERS DESIGN

Bruschi, Valeria, Università Politecnica delle Marche, Italy Nobili, Stefano, Università Politecnica delle Marche, Italy Terenzi, Alessandro, Università Politecnica delle Marche, Italy Cecchi, Stefania, Università Politecnica delle Marche, Italy

ASMSP_L9.5: EXPERIMENTAL VALIDATION OF WIDEBAND SBL MODELS FOR DOA ESTIMATION

Pandey, Ruchi, IIIT Hyderabad, India Nannuru, Santosh, IIIT Hyderabad, India Gerstoft, Peter, University of California San Diego, United States

Friday, September 2, 11:00 - 12:40 ∘ Poster Area 1
TMTSP_P3 - Signal and System Modeling and Estimation

TMTSP_P3.1: EXPRESSIONS AND PROPERTIES OF THE SHANNON, RÉNYI, SHARMA-MITTAL AND TSALLIS CROSS-ENTROPIES FOR GAUSSIAN ARMA PROCESSES

Grivel, Eric, Bordeaux INP, France

TMTSP_P3.2: STABLE ROBUST REGRESSION UNDER SPARSE OUTLIER AND GAUSSIAN NOISE

Yukawa, Masahiro, Keio University, Japan Suzuki, Kyohei, Keio University, Japan Yamada, Isao, Tokyo Institute of Technology, Japan

TMTSP_P3.3: TIME-BASED QUANTIZATION FOR FRI AND BANDLIMITED SIGNALS

Naaman, Hila, Weizmann Institute of Science, Israel Cohen, Alejandro, Technion—Israel Institute of Technology, Israel Eldar, Yonina, Weizmann Institute of Science, Israel

TMTSP_P3.4: ROBUST PCA FOR THROUGH-THE-WALL RADAR IMAGING

Brehier, Hugo, CentraleSupelec, France Breloy, Arnaud, Université Paris Nanterre, France Ren, Chengfang, CentraleSupelec, France Hinostroza, Israel, CentraleSupelec, France Ginolhac, Guillaume, Savoie Mont-Blanc University, France

TMTSP_P3.5: SPLIT MULTIPLE RADIX FFT

Stasinski, Ryszard, Poznan University of Technology, Poland

TMTSP_P3.6: WORST-CASE UNCERTAINTY BOUNDS IN COVARIANCE INTERPOLATION

Elvander, Filip, KU Leuven, Belgium Karlsson, Johan, KTH Royal Institute of Technology, Sweden van Waterschoot, Toon, KU Leuven, Belgium

TMTSP_P3.7: A MINIMUM VARIANCE DISTORTIONLESS RESPONSE SPECTRAL ESTIMATOR WITH KRONECKER PRODUCT FILTERS

Wang, Xianrui, Northwestern Polytechnical University, China Benesty, Jacob, University of Quebec, Canada Huang, Gongping, University Erlangen-Nuremberg, Germany Chen, Jingdong, Northwestern Polytechnical University, China

TMTSP_P3.8: FAST SAMPLING FOR LARGE-SCALE LINEAR INVERSE PROBLEMS VIA ENLARGING PRINCIPLE SUBMATRIX

Wang, Fen, Zhejiang Lab, China Li, Taihao, Zhejiang Lab, China Du, Ying, Zhejiang Lab, China Ruan, Yu-Ping, Zhejiang Lab, China Cheung, Gene, York University, Canada

TMTSP_P3.9: ROBUST PHASE DIFFERENCE ESTIMATION OF TRANSIENTS IN HIGH NOISE LEVELS

Keding, Oskar, Lund University, Sweden Sandsten, Maria, Lund University, Sweden

Friday, September 2, 11:00 - 12:40 ∘ Poster Area 2
ASMSP_P6 - Speech recognition and analysis

ASMSP_P6.1: INVESTIGATING NEURAL REPRESENTATION LEARNING WITHIN CONVOLUTIONAL TRANSFORMERS FOR END-TO-END ASR

Ollerenshaw, Anna, University of Sheffield, United Kingdom Jalal, Md Asif, University of Sheffield, United Kingdom Hain, Thomas, University of Sheffield, United Kingdom

ASMSP_P6.2: TRANSFORMER MODEL COMPRESSION FOR END-TO-END SPEECH RECOGNITION ON MOBILE DEVICES

Ben Letaifa, Leila, Laboratoire Bordelais de Recherche en Informatique, France Rouas, Jean-Luc, Laboratoire Bordelais de Recherche en Informatique, France

ASMSP_P6.3: FEW-SHOT LEARNING FOR E2E SPEECH RECOGNITION: ARCHITECTURAL VARIANTS FOR SUPPORT SET GENERATION

Eledath, Dhanya, International Institute of Information Technology Bangalore (IIITB), India Thurlapati, Narasimha Rao, Samsung R&D Institute, Bangalore (SRIB), India Pavithra, V, Samsung R&D Institute, Bangalore (SRIB), India Banerjee, Tirthankar, International Institute of Information Technology Bangalore (IIITB), India Ramasubramanian, V, International Institute of Information Technology Bangalore (IIITB), India

ASMSP_P6.4: FILTER-BASED DISCRIMINATIVE AUTOENCODERS FOR CHILDREN SPEECH RECOGNITION

Tai, Chiang-Lin, Academia Sinica, Taiwan Lee, Hung-Shin, Academia Sinica, Taiwan Tsao, Yu, Academia Sinica, Taiwan Wang, Hsin-Min, Academia Sinica, Taiwan

ASMSP_P6.5: OVERCOMING DATA SPARSITY IN AUTOMATIC TRANSCRIPTION OF DICTATED MEDICAL FINDINGS

Pakoci, Edvin, AlfaNum Speech Technologies, Serbia Pekar, Darko, AlfaNum Speech Technologies, Serbia Popović, Branislav, University of Novi Sad, Faculty of Technical Sciences, Serbia Sečujski, Milan, University of Novi Sad, Faculty of Technical Sciences, Serbia Delić, Vlado, University of Novi Sad, Faculty of Technical Sciences, Serbia

ASMSP_P6.6: CONTINUAL LEARNING FOR MONOLINGUAL END-TO-END AUTOMATIC SPEECH RECOGNITION

Vander Eeckt, Steven, KU Leuven, Belgium Van hamme, Hugo, KU Leuven, Belgium

ASMSP_P6.7: SEMI-SUPERVISED ONLINE SPEAKER DIARIZATION USING VECTOR QUANTIZATION WITH ALTERNATIVE CODEBOOKS

El-Hindi, Mahmoud, Technische Universität Darmstadt,, Germany Muma, Michael, Technische Universität Darmstadt,, Germany Zoubir, Abdelhak M, Technische Universität Darmstadt,, Germany

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