SPTM-P13: Tensor and Matrix Methods
Poster
Thu, 7 May, 09:00 - 11:00
Location: Poster Area 1
Session Type: Poster
Track: Signal Processing Theory and Methods [TM]
Click the to view the manuscript on IEEE Xplore Open Preview

SPTM-P13.1: RE-LL1: AN EFFECTIVE REGULARIZED (L, L, 1)-TENSOR DECOMPOSITION METHOD FOR VIDEO BACKGROUND MODELING AND FOREGROUND SEPARATION
Nguyen Quy Dang, Thanh Trung Le, Linh Trung Nguyen, VNU University of Engineering and Technology, Vietnam National University, Hanoi, Viet Nam; Karim Abed-Meraim, University of Orleans, France

SPTM-P13.2: Anisotropic Tensor Deconvolution of Hyperspectral Images
Xinjue Wang, Aalto University, Finland; Xiuheng Wang, Université de Lorraine, France; Esa Ollila, Sergiy Vorobyov, Aalto University, Finland

SPTM-P13.3: REVISITING THE CONNECTION BETWEEN MCCA-GENVAR AND IVA-G: ROLE OF ORTHOGONALITY AND DEFLATION
Isabell Lehmann, Paderborn University, Germany; Ben Gabrielson, Tülay Adali, University of Maryland, Baltimore County, United States of America

SPTM-P13.4: FieldFormer: Self-supervised Reconstruction of Physical Fields via Tensor Attention Prior
Panqi Chen, Siyuan Li, Cheng Lei, Zhejiang University, China; Xiao Fu, Oregon State University, United States of America; Yik-Chung Wu, The University of Hong Kong, Hong Kong; Sergios Theodoridis, National and Kapodistrian University of Athens, Greece

SPTM-P13.5: A COMPREHENSIVE GUIDE TO MULTISET CANONICAL CORRELATION ANALYSIS AND ITS APPLICATION TO JOINT BLIND SOURCE SEPARATION
Isabell Lehmann, Paderborn University, Germany; Ben Gabrielson, University of Maryland, Baltimore County (UMBC), United States of America; Tanuj Hasija, Paderborn University, Germany; Tülay Adali, University of Maryland, Baltimore County (UMBC), United States of America

SPTM-P13.6: FAST SPARSE NONNEGATIVE MATRIX FACTORIZATION WITH MANIFOLD ACCELERATION
Juhao Bai, Shixiang Chen, University of Science and Technology of China, China; Shiqian Ma, Rice University, United States of America

SPTM-P13.7: ONLINE SIMPLEX-STRUCTURED MATRIX FACTORIZATION
Hugues Kouakou, José Henrique de Morais Goulart, Univ. de Toulouse, IRIT/INP-ENSEEIHT, Toulouse, France, France; Raffaele Vitale, Univ. Lille, CNRS, LASIRE, Lille, France, France; Thomas Oberlin, Univ. de Toulouse, ISAE-SUPAERO, Toulouse, France, France; David Rousseau, Univ. d’ Angers, LARIS, UMR IRHS INRAe, Angers, France, France; Cyril Ruckebusch, Univ. Lille, CNRS, LASIRE, Lille, France, France; Nicolas Dobigeon, Univ. de Toulouse, IRIT/INP-ENSEEIHT, Toulouse, France, France

SPTM-P13.8: Quantile Randomized Kaczmarz Algorithm with Whitelist Trust Mechanism
Sofiia Shvaiko, Princeton University, United States of America; Longxiu Huang, Michigan State University, United States of America; Elizaveta Rebrova, Princeton University, United States of America

SPTM-P13.9: A NONPARAMETRIC VARIABLE FORGETTING FACTOR RECURSIVE LEAST-SQUARES ALGORITHM
Constantin Paleologu, POLITEHNICA Bucharest, Romania; Jacob Benesty, INRS-EMT, University of Quebec, Canada; Radu-Andrei Otopeleanu, Silviu Ciochina, POLITEHNICA Bucharest, Romania

SPTM-P13.10: Strong Basin of Attraction for Unmixing Kernels With the Variable Projection Method
Santos Michelena, Maxime Ferreira Da Costa, José Picheral, Laboratory of Signals and Systems, France