Auxiliary Information-Based Motion Estimation for Distributed Video Coding

Distributed Video Coding (DVC) has been widely applied in areas such as wireless sensor networks, mobile video recording, and wireless video surveillance in recent years. To enhance the quality of side information and reduce bit consumption during decoding, a Distributed Video Coding scheme is proposed in which motion estimation at the decoder is improved according to some auxiliary information from the encoder. The scheme involves identifying the locations of regions with intense motion at the encoder, extracting and compressing the auxiliary information to be sent to the decoder, where such information is used to correct motion vectors and to improve the generation of the side information frame. Additionally, only the regions with intense motion are decoded based on location information, further reducing bit consumption. Experimental results demonstrate a significant improvement in system performance.

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Publication Details

Published
2024-12-27
DOI
https://doi.org/10.1109/icvisp64524.2024.10959615
Primary Topic
Video Coding and Compression Technologies
Type
article
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article

Auxiliary Information-Based Motion Estimation for Distributed Video Coding

Jianhua Chen, Shuo Li, Zhen Song
Video Coding and Compression Technologies
article

Auxiliary Information-Based Motion Estimation for Distributed Video Coding

Jianhua Chen, Shuo Li, Zhen Song
article en

Abstract

Distributed Video Coding (DVC) has been widely applied in areas such as wireless sensor networks, mobile video recording, and wireless video surveillance in recent years. To enhance the quality of side information and reduce bit consumption during decoding, a Distributed Video Coding scheme is proposed in which motion estimation at the decoder is improved according to some auxiliary information from the encoder. The scheme involves identifying the locations of regions with intense motion at the encoder, extracting and compressing the auxiliary information to be sent to the decoder, where such information is used to correct motion vectors and to improve the generation of the side information frame. Additionally, only the regions with intense motion are decoded based on location information, further reducing bit consumption. Experimental results demonstrate a significant improvement in system performance.

Yunnan University (CN)
Openalex Percentile: Top 67%
Video Coding and Compression Technologies
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Auxiliary Information-Based Motion Estimation for Distributed Video Coding — Jianhua Chen, Shuo Li, et al. · (2024) | TGRS Research Map | TGRS