AN EFFICIENT FOREGROUND-BASED SURVEILLANCE VIDEO CODING SCHEME IN LOW BIT-RATE COMPRESSION

被引:0
|
作者
Zhang, Shanghang [1 ]
Wei, Kaijin [1 ]
Jia, Huizhu [1 ]
Xie, Xiaodong [1 ]
Gao, Wen [1 ]
机构
[1] Peking Univ, Natl Engn Lab Video Technol, Beijing 100871, Peoples R China
关键词
Foreground-based; surveillance video coding; background value representation; rate distortion optimized MD;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Many works have been done in the area of surveillance video compression, while problems still exist. The block-based schemes have blocking artifacts in the edge of foreground, while the object-based coding schemes have excessive bit consumption for coding the object shape. A novel foreground-based (FG-based) coding scheme is presented in this paper to solve these two problems and can gain better video quality at low bit-rate. The improvement comes from: 1) obtaining a foreground frame (FG-frame) by segmentation, in which proper constant value 128 is adopted to represent the luminance and chrominance value of background pixel and thus the residue error is reduced; 2) FG-based motion estimation (ME) and motion compensation (MC), which are more accurate for the foreground prediction and reduce the residue error of edge block in the foreground; 3) a new coding mode (BG-mode) is designed to better code the background when it is falsely segmented as foreground in FG-frames; 4) FG-based rate distortion optimized (RDO) mode decision (MD) is proposed to emphasize the foreground by calculating the distortion in the foreground domain; 5) avoiding shape coding by recovering the shape mask from the reconstructed foreground (REC-FG) frame and the constant background value 128. Our scheme is implemented with AVS encoder platform and the experiment results show the efficiency of the proposed scheme.
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页数:6
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