Skip to main navigation Skip to search Skip to main content

Encoder-Decoder Joint Enhancement for Video Chat

  • Zhenghao Zhang
  • , Zhao Wang
  • , Yan Ye
  • , Shiqi Wang
  • , Changwen Zheng
  • University of Chinese Academy of Sciences
  • CAS - Institute of Software
  • Alibaba Group Holding Ltd.
  • City University of Hong Kong

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Video chat becomes more and more popular in our daily life. However, how to provide a high-quality video chat with the limited bandwidth is a key challenging task. In this paper, beyond the state-of-the-art video compression system, we propose an encoder-decoder joint enhancement algorithm for the video chat. In particular, the sparse map of the original frame is extracted at the encoder side and signaled to the decoder, which is utilized together with the sparse map of the decoded frame to obtain the boundary transformation map. In this manner, the boundary transformation map represents the key difference between the original frame and the decoded frame and hence can be used to enhance the decoded frame. Experimental results show that the proposed algorithm brings clear subjective and objective quality improvements. At the same quality, the proposed algorithm can achieve 35% bitrate savings compared to the VVC.

Original languageEnglish
Title of host publication2021 International Conference on Visual Communications and Image Processing, VCIP 2021 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728185514
DOIs
StatePublished - 2021
Externally publishedYes
Event2021 International Conference on Visual Communications and Image Processing, VCIP 2021 - Hybrid, Munich, Germany
Duration: 5 Dec 20218 Dec 2021

Publication series

Name2021 International Conference on Visual Communications and Image Processing, VCIP 2021 - Proceedings
ISSN (Electronic)2642-9357

Conference

Conference2021 International Conference on Visual Communications and Image Processing, VCIP 2021
Country/TerritoryGermany
CityHybrid, Munich
Period5/12/218/12/21

Fingerprint

Dive into the research topics of 'Encoder-Decoder Joint Enhancement for Video Chat'. Together they form a unique fingerprint.

Cite this