2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
SPTM-12: Sampling, Filtering and Denoising over Graphs |
| Session Type: Poster |
| Time: Wednesday, 9 June, 16:30 - 17:15 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Antonio Marques, King Juan Carlos University |
| SPTM-12.1: DESIGN OF GRAPH SIGNAL SAMPLING MATRICES FOR ARBITRARY SIGNAL SUBSPACES |
| Junya Hara; Tokyo University of Agriculture and Technology |
| Koki Yamada; Tokyo University of Agriculture and Technology |
| Shunsuke Ono; Tokyo Institute of Technology |
| Yuichi Tanaka; Tokyo University of Agriculture and Technology |
| SPTM-12.2: GRAPH SIGNAL DENOISING USING NESTED-STRUCTURED DEEP ALGORITHM UNROLLING |
| Masatoshi Nagahama; Tokyo University of Agriculture and Technology |
| Koki Yamada; Tokyo University of Agriculture and Technology |
| Yuichi Tanaka; Tokyo University of Agriculture and Technology |
| Stanley Chan; Purdue University |
| Yonina C. Eldar; Weizmann Institute of Science |
| SPTM-12.3: IDENTIFYING FIRST-ORDER LOWPASS GRAPH SIGNALS USING PERRON FROBENIUS THEOREM |
| Yiran He; The Chinese University of Hong Kong |
| Hoi-To Wai; The Chinese University of Hong Kong |
| SPTM-12.4: GRAPH SIGNAL DENOISING VIA UNROLLING NETWORKS |
| Siheng Chen; Mitsubishi Electric Research Laboratories (MERL) |
| Yonina C. Eldar; Weizmann Institute of Science |
| SPTM-12.5: ADAPTIVE SUBSAMPLING OF MULTIDOMAIN SIGNALS WITH PRODUCT GRAPHS |
| Théo Gnassounou; Ecole Normale Superieure Paris Saclay |
| Pierre Humbert; Ecole Normale Superieure Paris Saclay |
| Laurent Oudre; Ecole Normale Superieure Paris Saclay |
| SPTM-12.6: ROBUST GRAPH-FILTER IDENTIFICATION WITH GRAPH DENOISING REGULARIZATION |
| Samuel Rey; King Juan Carlos University |
| Antonio G. Marques; King Juan Carlos University |