No-reference bitstream-based impairment detection for high efficiency video coding

G. Wallendael, N. Staelens, L. Janowski, J. D. Cock, P. Demeester, R. Walle
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引用次数: 13

Abstract

Video distribution over error-prone Internet Protocol (IP) networks results in visual impairments on the received video streams. Objective impairment detection algorithms are crucial for maintaining a high Quality of Experience (QoE) as provided with IPTV distribution. There is a lot of research invested in H.264/AVC impairment detection models and questions rise if these turn obsolete with a transition to the successor of H.264/AVC, called High Efficiency Video Coding (HEVC). In this paper, first we show that impairments on HEVC compressed sequences are more visible compaired to H.264/AVC encoded sequences. We also show that an impairment detection model designed for H.264/AVC could be reused on HEVC, but that caution is advised. A more accurate model taking into account content classification needed slight modification to remain applicable for HEVC compression video content.
基于无参考比特流的高效视频编码损伤检测
在易出错的互联网协议(IP)网络上进行视频分发会导致接收到的视频流出现视觉障碍。客观损伤检测算法是在IPTV分布条件下保持高质量体验(QoE)的关键。在H.264/AVC损伤检测模型上投入了大量的研究,如果这些模型随着H.264/AVC的继任者——高效视频编码(High Efficiency Video Coding, HEVC)的过渡而过时,问题就会出现。在本文中,我们首先证明了HEVC压缩序列的损伤比H.264/AVC编码序列更明显。我们还证明了为H.264/AVC设计的损伤检测模型可以在HEVC上重复使用,但建议谨慎使用。考虑到内容分类的更精确的模型需要稍加修改才能适用于HEVC压缩视频内容。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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