包含光流的多假设变换域Wyner-Ziv视频编码

Xin Huang, L. L. Rakêt, Huynh Van Luong, M. Nielsen, F. Lauze, Søren Forchhammer
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引用次数: 34

摘要

变换域Wyner-Ziv (TDWZ)视频编码是一种高效的分布式视频编码解决方案,通过基于解码器侧信息的可用性,主要利用解码器的源统计信息,提供了诸如低复杂度编码等新特性。解码器侧信息的准确性对TDWZ的性能有很大的影响。本文提出了一种新的基于多假设的TDWZ视频编码方法,利用了多侧信息与源信息之间的冗余性。解码器采用光流进行侧信息计算。与现有的最佳单估计模式TDWZ相比,所提出的基于多假设的TDWZ具有更好的鲁棒率失真(RD)性能,在高比特率下总体改进可达0.6 dB,与DISCOVER TDWZ视频编解码器相比可达2 dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-hypothesis transform domain Wyner-Ziv video coding including optical flow
Transform Domain Wyner-Ziv (TDWZ) video coding is an efficient Distributed Video coding solution providing new features such as low complexity encoding, by mainly exploiting the source statistics at the decoder based on the availability of decoder side information. The accuracy of the decoder side information has a major impact on the performance of TDWZ. In this paper, a novel multi-hypothesis based TDWZ video coding is presented to exploit the redundancy between multiple side information and the source information. The decoder used optical flow for side information calculation. Compared with the best available single estimation mode TDWZ, the proposed multi-hypothesis based TDWZ achieves robustly better Rate-Distortion (RD) performance and the overall improvement is up to 0.6 dB at high bitrate and up to 2 dB compared with the DISCOVER TDWZ video codec.
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