Technical Program

SPTM-P12: Sparsity-Aware Signal Processing II

Session Type: Poster
Time: Friday, May 17, 13:30 - 15:30
Location: Poster Area I, East Bar, First Floor
Session Chair: Wing-Kin (Ken) Ma, Chinese University of Hong Kong
 
SPTM-P12.1: ATOM SELECTION IN CONTINUOUS DICTIONARIES: RECONCILING POLAR AND SVD APPROXIMATIONS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Frederic Champagnat; ONERA The French Aerospace Lab
         Cédric Herzet; INRIA Rennes-Bretagne Atlantique
 
SPTM-P12.2: SEPARABLE SIMPLEX-STRUCTURED MATRIX FACTORIZATION: ROBUSTNESS OF COMBINATORIAL APPROACHES
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Nicolas Gillis; University of Mons
 
SPTM-P12.3: SOLVING QUADRATIC EQUATIONS VIA AMPLITUDE-BASED NONCONVEX OPTIMIZATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Vincent Monardo; Carnegie Mellon University
         Yuanxin Li; Carnegie Mellon University
         Yuejie Chi; Carnegie Mellon University
 
SPTM-P12.4: NON-NEGATIVE MATRIX FACTORIZATION USING BREGMAN MONOTONE OPERATOR SPLITTING
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Kenta Niwa; NTT Corporation
         Noboru Harada; NTT Corporation
 
SPTM-P12.5: COUPLED TENSOR LOW-RANK MULTILINEAR APPROXIMATION FOR HYPERSPECTRAL SUPER-RESOLUTION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Clémence Prévost; Université de Lorraine and CNRS
         Konstantin Usevich; CNRS and Université de Lorraine
         Pierre Comon; CNRS and University Grenoble Alpes
         David Brie; Université de Lorraine and CNRS
 
SPTM-P12.6: ITERATIVE MIRROR DECOMPOSITION FOR SIGNAL REPRESENTATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Fabrizio Guerrini; University of Brescia
         Alessandro Gnutti; University of Brescia
         Riccardo Leonardi; University of Brescia
 
SPTM-P12.7: OMP AND CONTINUOUS DICTIONARIES: IS K-STEP RECOVERY POSSIBLE?
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Clément Elvira; Inria, Univ Rennes, CNRS, IRISA
         Rémi Gribonval; Inria, Univ Rennes, CNRS, IRISA
         Charles Soussen; L2S, Univ. Paris-Saclay
         Cédric Herzet; Inria, Univ Rennes, CNRS, IRISA
 
SPTM-P12.8: AN IMPROVED METHOD FOR PARAMETRIC SPECTRAL ESTIMATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Jacob Klintberg; Chalmers University of Technology
         Tomas McKelvey; Chalmers University of Technology
 
SPTM-P12.9: SPACE ALTERNATING VARIATIONAL ESTIMATION AND KRONECKER STRUCTURED DICTIONARY LEARNING
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Christo Kurisummoottil Thomas; Eurecom
         Dirk Slock; Eurecom
 
SPTM-P12.10: STOCHASTIC ML SIMPLEX-STRUCTURED MATRIX FACTORIZATION UNDER THE DIRICHLET MIXTURE MODEL
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Ruiyuan Wu; The Chineses University of Hong Kong
         Qiang Li; University of Electronic Science and Technology of China
         Wing-Kin Ma; The Chinese University of Hong Kong
 
SPTM-P12.11: SPARSE RECOVERY AND NON-STATIONARY BLIND DEMODULATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Youye Xie; Colorado School of Mines
         Michael Wakin; Colorado School of Mines
         Gongguo Tang; Colorado School of Mines
 
SPTM-P12.12: ADAPTIVE SENSING MATRIX DESIGN FOR GREEDY ALGORITHMS IN MMV COMPRESSIVE SENSING
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Liang Zhang; Shenzhen University
         Lei Huang; Shenzhen University
         Bo Zhao; Shenzhen University
         Bo Li; Nuance Communications