TY - GEN
T1 - Encoder-Decoder Joint Enhancement for Video Chat
AU - Zhang, Zhenghao
AU - Wang, Zhao
AU - Ye, Yan
AU - Wang, Shiqi
AU - Zheng, Changwen
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/85125263057
U2 - 10.1109/VCIP53242.2021.9675448
DO - 10.1109/VCIP53242.2021.9675448
M3 - 会议稿件
AN - SCOPUS:85125263057
T3 - 2021 International Conference on Visual Communications and Image Processing, VCIP 2021 - Proceedings
BT - 2021 International Conference on Visual Communications and Image Processing, VCIP 2021 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 International Conference on Visual Communications and Image Processing, VCIP 2021
Y2 - 5 December 2021 through 8 December 2021
ER -