感知视频编码的最新进展

Yubei Lin, Xing-Ming Zhang
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引用次数: 6

摘要

随着海量多媒体数据的出现,视频编码的作用越来越重要。传统的视频压缩方法在编码视频时考虑了像素间的统计冗余。由于人眼是视觉信息的最终接收者,考虑人类视觉系统(HVS)的感知可能有助于达到更高的压缩比。以消除编码视频的感知冗余为目的的感知视频编码越来越受到人们的关注。本文综述了感知视频编码的最新进展,将目前基于感知的视频编码方法分为五类,分别介绍了方法的原理、应用以及存在的问题。然后讨论了关键问题,这表明在感知视频编码中仍然有很大的潜力可以利用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Recent developments in perceptual video coding
Video coding plays a more and more important role when vast amount of multimedia data are emerging. Traditional video compression methods take into account the statistical redundancy among pixels when encoding videos. Since the human eyes are the ultimate receivers of visual information, considering the perception of the human visual system (HVS) may help to reach higher compression ratio. Perceptual video coding, which aims to remove the perceptual redundancy of encoded videos, has attracted more and more awareness. In this paper, recent developments in perceptual video coding are reviewed, The current perceptual-based approaches are classified into five categories, each with the principle of the methods, the applications as well as the problems. Key-issues are then discussed, which indicate that there remains much potential to exploit in perceptual video coding.
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