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Error-resilient multi-view video coding using Wyner-Ziv techniques

delete2014-05-23
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PRE
AI
高攀 (Pan Gao) *
彭强 cover
彭强 (Qiang Peng)
W
Wei Xiang
DOI:10.1007/s11042-014-2033-zdelete
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Abstract

Abstract

En 中文
In this paper, a Wyner-Ziv (WZ) coding based error-resilient scheme is proposed for multi-view video transmission over error-prone channels. At the encoder, the key frames of the odd views are protected by WZ encoding to generate the auxiliary bit-stream alongside the multi-view video coded bit-stream. At the decoder, error-concealed multi-view decoded frames are used as the side information (SI) for WZ decoding. Based on the study on the characteristics of multi-view video coding (MVC) and the propagating behavior of channel errors, a recursive model to estimate the transmission distortion is developed in the transform domain, in which the channel-induced distortion takes into consideration both motion and disparity compensation. With the proposed model, we propose a rate control strategy for WZ encoding to infer the minimum bit rate so as to correct the SI errors. The WZ bit rate estimation method exploits the correlation between the original bit-planes and the SI bit-planes as well as the bit-plane interdependency. Extensive experimental results show that the proposed error-resilient scheme outperforms Reed Solomon based forward error correction method by about 1.1 dB and outperforms the adaptive intra refresh algorithm by approximately 1.6 dB at the packet loss rate 10 %.
Keywords:
Multi-view video coding
Wyner-Ziv coding
Error resilience
Transmission distortion estimation
Bit rate estimation

Journal

Multimedia Tools and Applications cover
Multimedia Tools and Applications
IF:
3
Papers:
1.9W
Citations:
3.2W

Organization

S
Southwest Jiaotong University
Scholars:
2.9W
Papers: 2.1W
Citations: 2.3W
U
University of Southern Queensland
Scholars:
4.1K
Papers: 4.8K
Citations: 18