Student Paper Contest Winners
1st Place: SAM-L1 Unified Analysis of Co-Array Interpolation for Direction-of-Arrival Estimation
Heng Qiao, Piya Pal, University of California, San Diego, United States
2nd place SP-P1 Machine learning based non-intrusive quality estimation with an augmented feature set
Mona Hakami, W. Bastiaan Kleijn, Victoria University of Wellington, New Zealand
3rd place: SPTM-P10 Optimal Biased Estimation Using Lehmann-Unbiasedness
Eyal Nitzan, Tirza Routtenberg, Joseph Tabrikian, Ben-Gurion University of the Negev, Israel
3rd place: DISPS-L1: Ultra-fast Robust Compressive Sensing Based On Memoristor
Sijia Liu, University of Michigan, United States; Ao Ren, Yanzhi Wang, Pramod K. Varshney, Syracuse University, United States
Finalists
AASP-L1 BLIND SOURCE SEPARATION BASED ON INDEPENDENT LOW-RANK MATRIX ANALYSIS WITH SPARSE REGULARIZATION FOR TIME-SERIES ACTIVITY
Yoshiki Mitsui, The University of Tokyo, Japan; Daichi Kitamura, SOKENDAI (The Graduate University for Advanced Studies), Japan; Shinnosuke Takamichi, The University of Tokyo, Japan; Nobutaka Ono, National Institute of Information, Japan; Hiroshi Saruwatari, The University of Tokyo, Japan
AASP-L3 DNN-BASED SPEECH MASK ESTIMATION FOR EIGENVECTOR BEAMFORMING
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf, TU Graz, Austria
AASP-P12 ACTIVE LEARNING FOR SOUND EVENT CLASSIFICATION BY CLUSTERING UNLABELED DATA
Shuyang Zhao, Toni Heittola, Tuomas Virtanen, Tampere University of Technology, Finland
BISP-L2 SPARSE SPECTRAL ESTIMATION FROM POINT PROCESS OBSERVATIONS
Sina Miran, University of Maryland, College Park, United States; Patrick L. Purdon, Emery N. Brown, Massachusetts General Hospital, United States; Behtash Babadi, University of Maryland, College Park, United States
BISP-L3 FETAL HEART RATE CLASSIFICATION BY NON-PARAMETRIC BAYESIAN METHODS
Kezi Yu, Gerald Quirk, Petar M. Djuric, Stony Brook University, United States
CIM-L1 Compressive Imaging with Iterative Forward Models
Hsiou-Yuan Liu, University of California, Berkeley, United States; Ulugbek Kamilov, Dehong Liu, Hassan Mansour, Petros Boufounos, Mitsubishi Electric Research Laboratories, United States
DISPS-L1 ULTRA-FAST ROBUST COMPRESSIVE SENSING BASED ON MEMRISTOR CROSSBARS
Sijia Liu, University of Michigan, United States; Ao Ren, Yanzhi Wang, Pramod K. Varshney, Syracuse University, United States
IFS-P2 STEGANOGRAPHY WITH TWO JPEGS OF THE SAME SCENE
Tomas Denemark, Jessica Fridrich, SUNY Binghamton, United States
IOT-L1 DEEP FUSION OF HETEROGENEOUS SENSOR DATA
Zuozhu Liu, Singapore University of Technology and Design, Singapore; Wenyu Zhang, Cornell University, United States; Tony Q.S. Quek, Shaowei Lin, Singapore University of Technology and Design, Singapore
IVMSP-L2 FROM IMAGE QUALITY TO PATCH QUALITY: AN IMAGE-PATCH MODEL FOR NO-REFERENCE IMAGE QUALITY ASSESSMENT
Wen Heng, Tingting Jiang, National Engineering Laboratory for Video Technology, Cooperative Medianet Innovation Center, School of Electronics Engineering and Computer Science, Peking University, China
IVMSP-P10 Good Features To Track for RGBD images
Maxim Karpushin, LTCI, Telecom Paristech, Université Paris Saclay, France; Giuseppe Valenzise, Frederic Dufaux, L2S, CNRS - CentraleSupélec - Université Paris-Sud, France
IVMSP-P8 Feature Encoding in Band-limited Distributed Surveillance Systems
Alireza Rahimpour, Ali Taalimi, Hairong Qi, University of Tennessee, Knoxville, United States
MLSP-L2 BAYESIAN NONPARAMETRIC SUBSPACE ESTIMATION
Clément Elvira, Pierre Chainais, University of Lille, France; Nicolas Dobigeon, University of Toulouse, France
MLSP-L7 LEARNING COMPLEX-VALUED LATENT FILTERS WITH ABSOLUTE COSINE SIMILARITY
Anh H. T. Nguyen, Vaninirappuputhenpurayil gopalan Reju, Andy W. H. Khong, Ing Yann Soon, Nanyang Technological University, Singapore
MMSP-L2 AUDIO-VISUAL OBJECT LOCALIZATION AND SEPARATION USING LOW-RANK AND SPARSITY
Jie Pu, Yannis Panagakis, Stavros Petridis, Imperial College London, United Kingdom; Maja Pantic, Imperial College London / University of Twente, United Kingdom
SAM-L1 Unified Analysis of Co-Array Interpolation for Direction-of-Arrival Estimation
Heng Qiao, Piya Pal, University of California, San Diego, United States
SAM-P6 ON MUTUAL COUPLING FOR ULAS: ESTIMATING AOAS IN THE PRESENCE OF MORE COUPLING PARAMETERS
Ahmad Bazzi, Eurecom / RW-CEVA, France; Dirk Slock, Eurecom, France; Lisa Meilhac, RW-CEVA, France
SPCOM-L2 A SIMPLE WAY TO APPROXIMATE AVERAGE ROBUST MULTIUSER MISO TRANSMIT OPTIMIZATION UNDER COVARIANCE-BASED CSIT
Mingjie Shao, Wing-kin Ma, The Chinese University of Hong Kong, China
SP-L8 VISUAL FEATURES FOR CONTEXT-AWARE SPEECH RECOGNITION
Abhinav Gupta, Yajie Miao, Leonardo Neves, Florian Metze, Carnegie Mellon University, United States
SP-P1 MACHINE LEARNING BASED NON-INTRUSIVE QUALITY ESTIMATION WITH AN AUGMENTED FEATURE SET
Mona Hakami, W. Bastiaan Kleijn, Victoria University of Wellington, New Zealand
SPTM-L6 MULTIPLE ILLUMINATION PHASELESS SUPER-RESOLUTION (MIPS) WITH APPLICATIONS TO PHASELESS DOA ESTIMATION AND DIFFRACTION IMAGING
Fariborz Salehi, Kishore Jaganathan, Babak Hassibi, California Institute of Technology, United States
SPTM-P10 Optimal Biased Estimation Using Lehmann-Unbiasedness
Eyal Nitzan, Tirza Routtenberg, Joseph Tabrikian, Ben-Gurion University of the Negev, Israel
SPTM-P7 ADAPTIVE MATCHING PURSUIT FOR SPARSE SIGNAL RECOVERY
Tiep Vu, Hojjat Mousavi, Vishal Monga, The Pennsylvania State University, United States
Yoshiki Mitsui, The University of Tokyo, Japan; Daichi Kitamura, SOKENDAI (The Graduate University for Advanced Studies), Japan; Shinnosuke Takamichi, The University of Tokyo, Japan; Nobutaka Ono, National Institute of Information, Japan; Hiroshi Saruwatari, The University of Tokyo, Japan
AASP-L3 DNN-BASED SPEECH MASK ESTIMATION FOR EIGENVECTOR BEAMFORMING
Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf, TU Graz, Austria
AASP-P12 ACTIVE LEARNING FOR SOUND EVENT CLASSIFICATION BY CLUSTERING UNLABELED DATA
Shuyang Zhao, Toni Heittola, Tuomas Virtanen, Tampere University of Technology, Finland
BISP-L2 SPARSE SPECTRAL ESTIMATION FROM POINT PROCESS OBSERVATIONS
Sina Miran, University of Maryland, College Park, United States; Patrick L. Purdon, Emery N. Brown, Massachusetts General Hospital, United States; Behtash Babadi, University of Maryland, College Park, United States
BISP-L3 FETAL HEART RATE CLASSIFICATION BY NON-PARAMETRIC BAYESIAN METHODS
Kezi Yu, Gerald Quirk, Petar M. Djuric, Stony Brook University, United States
CIM-L1 Compressive Imaging with Iterative Forward Models
Hsiou-Yuan Liu, University of California, Berkeley, United States; Ulugbek Kamilov, Dehong Liu, Hassan Mansour, Petros Boufounos, Mitsubishi Electric Research Laboratories, United States
DISPS-L1 ULTRA-FAST ROBUST COMPRESSIVE SENSING BASED ON MEMRISTOR CROSSBARS
Sijia Liu, University of Michigan, United States; Ao Ren, Yanzhi Wang, Pramod K. Varshney, Syracuse University, United States
IFS-P2 STEGANOGRAPHY WITH TWO JPEGS OF THE SAME SCENE
Tomas Denemark, Jessica Fridrich, SUNY Binghamton, United States
IOT-L1 DEEP FUSION OF HETEROGENEOUS SENSOR DATA
Zuozhu Liu, Singapore University of Technology and Design, Singapore; Wenyu Zhang, Cornell University, United States; Tony Q.S. Quek, Shaowei Lin, Singapore University of Technology and Design, Singapore
IVMSP-L2 FROM IMAGE QUALITY TO PATCH QUALITY: AN IMAGE-PATCH MODEL FOR NO-REFERENCE IMAGE QUALITY ASSESSMENT
Wen Heng, Tingting Jiang, National Engineering Laboratory for Video Technology, Cooperative Medianet Innovation Center, School of Electronics Engineering and Computer Science, Peking University, China
IVMSP-P10 Good Features To Track for RGBD images
Maxim Karpushin, LTCI, Telecom Paristech, Université Paris Saclay, France; Giuseppe Valenzise, Frederic Dufaux, L2S, CNRS - CentraleSupélec - Université Paris-Sud, France
IVMSP-P8 Feature Encoding in Band-limited Distributed Surveillance Systems
Alireza Rahimpour, Ali Taalimi, Hairong Qi, University of Tennessee, Knoxville, United States
MLSP-L2 BAYESIAN NONPARAMETRIC SUBSPACE ESTIMATION
Clément Elvira, Pierre Chainais, University of Lille, France; Nicolas Dobigeon, University of Toulouse, France
MLSP-L7 LEARNING COMPLEX-VALUED LATENT FILTERS WITH ABSOLUTE COSINE SIMILARITY
Anh H. T. Nguyen, Vaninirappuputhenpurayil gopalan Reju, Andy W. H. Khong, Ing Yann Soon, Nanyang Technological University, Singapore
MMSP-L2 AUDIO-VISUAL OBJECT LOCALIZATION AND SEPARATION USING LOW-RANK AND SPARSITY
Jie Pu, Yannis Panagakis, Stavros Petridis, Imperial College London, United Kingdom; Maja Pantic, Imperial College London / University of Twente, United Kingdom
SAM-L1 Unified Analysis of Co-Array Interpolation for Direction-of-Arrival Estimation
Heng Qiao, Piya Pal, University of California, San Diego, United States
SAM-P6 ON MUTUAL COUPLING FOR ULAS: ESTIMATING AOAS IN THE PRESENCE OF MORE COUPLING PARAMETERS
Ahmad Bazzi, Eurecom / RW-CEVA, France; Dirk Slock, Eurecom, France; Lisa Meilhac, RW-CEVA, France
SPCOM-L2 A SIMPLE WAY TO APPROXIMATE AVERAGE ROBUST MULTIUSER MISO TRANSMIT OPTIMIZATION UNDER COVARIANCE-BASED CSIT
Mingjie Shao, Wing-kin Ma, The Chinese University of Hong Kong, China
SP-L8 VISUAL FEATURES FOR CONTEXT-AWARE SPEECH RECOGNITION
Abhinav Gupta, Yajie Miao, Leonardo Neves, Florian Metze, Carnegie Mellon University, United States
SP-P1 MACHINE LEARNING BASED NON-INTRUSIVE QUALITY ESTIMATION WITH AN AUGMENTED FEATURE SET
Mona Hakami, W. Bastiaan Kleijn, Victoria University of Wellington, New Zealand
SPTM-L6 MULTIPLE ILLUMINATION PHASELESS SUPER-RESOLUTION (MIPS) WITH APPLICATIONS TO PHASELESS DOA ESTIMATION AND DIFFRACTION IMAGING
Fariborz Salehi, Kishore Jaganathan, Babak Hassibi, California Institute of Technology, United States
SPTM-P10 Optimal Biased Estimation Using Lehmann-Unbiasedness
Eyal Nitzan, Tirza Routtenberg, Joseph Tabrikian, Ben-Gurion University of the Negev, Israel
SPTM-P7 ADAPTIVE MATCHING PURSUIT FOR SPARSE SIGNAL RECOVERY
Tiep Vu, Hojjat Mousavi, Vishal Monga, The Pennsylvania State University, United States
