COM-01: Machine Learning for Image and Video Compression |
Interactive Q&A Time: Monday, 26 October, 14:00 - 14:25 |
Virtual Session: View on Virtual Platform |
Session Chairs: Debargha Mukherjee, Google, Inc. and Patrick Le Callet, Nantes University |
COM-01.1: DEVELOPMENT OF NEW FRACTAL AND NON-FRACTAL DEEP RESIDUAL NETWORKS FOR DEBLOCKING OF JPEG DECOMPRESSED IMAGES |
Alireza Esmaeilzehi; Concordia University |
M. Omair Ahmad; Concordia University |
M.N.S. Swamy; Concordia University |
COM-01.2: AUGMENTING JPEG2000 WITH WAVELET COEFFICIENT PREDICTION |
Antoni Dimitriadis; University of New South Wales |
David Taubman; University of New South Wales |
COM-01.3: SEMANTIC-PRESERVING IMAGE COMPRESSION |
Neel Patwa; Intel |
Nilesh Ahuja; Intel |
Srinivasa Somayazulu; Intel |
Omesh Tickoo; Intel |
Srenivas Varadarajan; Samsung |
Shashidhar Koolagudi; NIT Karnataka |
COM-01.4: RATE DISTORTION OPTIMIZATION OVER LARGE SCALE VIDEO CORPUS WITH MACHINE LEARNING |
Sam John; Google |
Akshay Gadde; Google |
Balu Adsumilli; Google |
COM-01.5: ASYMMETRIC CONVOLUTIONAL RESIDUAL NETWORK FOR AV1 INTRA IN-LOOP FILTERING |
Jiangyue Xia; Tsinghua University |
Jiangtao Wen; Tsinghua University |
COM-01.6: MULTI-MODE INTRA PREDICTION FOR LEARNING-BASED IMAGE COMPRESSION |
Henrique Costa Jung; Universidade de Brasilia |
Nilson Donizete Guerin Jr; Universidade de Brasilia |
Raphael Soares Ramos; Universidade de Brasilia |
Bruno Macchiavello; Universidade de Brasilia |
Eduardo Peixoto; Universidade de Brasilia |
Edson Mintsu Hung; Universidade de Brasilia |
Teofilo de Campos; Universidade de Brasilia |
Renam Castro da Silva; Samsung R&D Institute Brazil |
Vanessa Testoni; Samsung R&D Institute Brazil |
Pedro Garcia Freitas; Samsung R&D Institute Brazil |
COM-01.7: SHRINKAGE AS ACTIVATION FOR LEARNED IMAGE COMPRESSION |
Ogun Kirmemis; Koc University |
A. Murat Tekalp; Koc University |
COM-01.8: PARAMETRIC GRAPH-BASED SEPARABLE TRANSFORMS FOR VIDEO CODING |
Hilmi E. Egilmez; Qualcomm Technologies, Inc. |
Oguzhan Teke; California Institute of Technology |
Amir Said; Qualcomm Technologies, Inc. |
Vadim Seregin; Qualcomm Technologies, Inc. |
Marta Karczewicz; Qualcomm Technologies, Inc. |
COM-01.9: END-TO-END RATE-DISTORTION OPTIMIZATION FOR BI-DIRECTIONAL LEARNED VIDEO COMPRESSION |
Mustafa Akin Yilmaz; Koc University |
Ahmet Murat Tekalp; Koc University |
COM-01.10: YOCO: LIGHT-WEIGHT RATE CONTROL MODEL LEARNING |
Yangfan Sun; University of Missouri-Kansas City |
Li Li; University of Missouri-Kansas City |
Zhu Li; University of Missouri-Kansas City |
Shan Liu; Tencent America |