Distributed video coding with progressive significance map

被引:0
作者
Hu, Yang [1 ]
Pearlman, William A. [1 ]
机构
[1] Rensselaer Polytech Inst, Dept Elect Comp & Syst Engn, Troy, NY 12180 USA
关键词
Distributed video coding; Set partition coding; SPIHT coding; Significance map; Wavelet transform; Slepian-Wolf coding; LDPCA codes; Error resilience; COMPRESSION; EFFICIENT; INFORMATION; CODES;
D O I
10.1016/j.jvcir.2013.02.003
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A distributed video coding (DVC) system based on wavelet transform and set partition coding (SPC) is presented in this paper. Conventionally the significance map (sig-map) of SPC is not conducive to Slepian-Wolf (SW) coding, because of the difficulty of generating a side information sig-map and the sensitivity to decoding errors. The proposed DVC system utilizes a higher structured significance map, named progressive significance map (prog-sig-map), which structures the significance information into two parts: a high-level summation significance map (sum-sig-map) and a low-level complementary significance map (comp-sig-map). This prog-sig-map alleviates the above difficulties and thus makes part of the prog-sig-map (specifically, the fixed-length-coded comp-sig-map) suitable for SW coding. Simulation results are provided showing the improved rate-distortion performance of the DVC system even with a simple system configuration. (c) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:458 / 464
页数:7
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