2021 IEEE International Conference on Image Processing

19-22 September 2021 • Anchorage, Alaska, USA

Imaging Without Borders

2021 IEEE International Conference on Image Processing

19-22 September 2021 • Anchorage, Alaska, USA

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SS-IVC-DL: Special Session: Optimized Image and Video Coding Using Deep Learning

Session Type: Poster
Time: Wednesday, September 22, 08:00 - 09:30
Location: Area B
Session Chairs: Mounir Kaaniche, Université Sorbonne Paris Nord and Amel Benazza-Benyahia, SUP’COM
 
   SS-IVC-DL.1: A DEEPLY MODULATED SCHEME FOR VARIABLE-RATE VIDEO COMPRESSION
         Jianping Lin; Unversity of Science and Technology of China
         Dong Liu; Unversity of Science and Technology of China
         Jie Liang; Simon Fraser University
         Houqiang Li; Unversity of Science and Technology of China
         Feng Wu; Unversity of Science and Technology of China
 
   SS-IVC-DL.2: DEFENDING AGAINST NOISE BY CHARACTERIZING THE RATE-DISTORTION FUNCTIONS IN END-TO-END NOISY IMAGE COMPRESSION
         Binzhe Li; City University of Hong Kong
         Shurun Wang; City University of Hong Kong
         Shiqi Wang; City University of Hong Kong
 
   SS-IVC-DL.3: SELF-ORGANIZED VARIATIONAL AUTOENCODERS (SELF-VAE) FOR LEARNED IMAGE COMPRESSION
         Mustafa Akın Yılmaz; Koç University
         Onur Keleş; Koç University
         Hilal Güven; Koç University
         Ahmet Murat Tekalp; Koç University
         Junaid Malik; Tampere University
         Serkan Kiranyaz; Qatar University
 
   SS-IVC-DL.4: RATE-DISTORTION-OPTIMIZATION FOR DEEP IMAGE COMPRESSION
         Michael Schaefer; Fraunhofer Heinrich-Hertz-Institute
         Sophie Pientka; Fraunhofer Heinrich-Hertz-Institute
         Jonathan Pfaff; Fraunhofer Heinrich-Hertz-Institute
         Heiko Schwarz; Fraunhofer Heinrich-Hertz-Institute
         Detlev Marpe; Fraunhofer Heinrich-Hertz-Institute
         Thomas Wiegand; Fraunhofer Heinrich-Hertz-Institute
 
   SS-IVC-DL.5: EXPRESSIVE AND COMPRESSIVE GAN INVERSION NETWORK
         Youmin Xu; Peking University
         Jian Zhang; Peking University
 
   SS-IVC-DL.6: A NEURAL NETWORK APPROACH FOR JOINT OPTIMIZATION OF PREDICTORS IN LIFTING-BASED IMAGE CODERS
         Tassnim Dardouri; University Sorbonne Paris Nord
         Mounir Kaaniche; University Sorbonne Paris Nord
         Amel Benazza-Benyahia; University of Carthage, SUP’COM
         Jean-Christophe Pesquet; CentraleSupélec
         Gabriel Dauphin; University Sorbonne Paris Nord
 
   SS-IVC-DL.7: MACHINE-LEARNING BASED SECONDARY TRANSFORM FOR IMPROVED IMAGE COMPRESSION IN JPEG2000
         Xinyue Li; University of New South Wales
         Aous Naman; University of New South Wales
         David Taubman; University of New South Wales
 
   SS-IVC-DL.8: SANDWICHED IMAGE COMPRESSION: WRAPPING NEURAL NETWORKS AROUND A STANDARD CODEC
         Onur Guleryuz; Google LLC
         Phil Chou; Google LLC
         Hugues Hoppe; Google LLC
         Danhang Tang; Google LLC
         Ruofei Du; Google LLC
         Philip Davidson; Google LLC
         Sean Fanello; Google LLC