H.264/AVC压缩对视频监控中目标检测的影响

C. Poppe, S. D. Bruyne, P. Lambert, R. Walle
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引用次数: 4

摘要

目前,视频监控系统采用视频压缩技术来降低带宽和存储成本。但是,通常这些视频序列是解码后的输入,用于视频分析模块。H.264/AVC是最新的视频标准,预计在不久的将来将在视频监控系统中无处不在。由于视频压缩引入了影响这些分析模块性能的伪影,因此对这种影响进行定量评估是很重要的。因此,在本文中,我们提出了H.264/AVC压缩对一种普遍接受的运动目标检测技术的影响的第一个定量分析。我们分析了不同的编码方案,并展示了不同代表性序列对目标检测结果的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of H.264/AVC compression on object detection for video surveillance
Nowadays, video surveillance systems apply video compression to reduce bandwith and storage cost. However, generally, these video sequences are the input, after decoding, for video analysis modules. H.264/AVC is the newest video standard and is assumed to be omnipresent in video surveillance systems in the near future. Since the video compression introduces artefacts, which influence the performance of these analysis modules, it is important to make a quantitative evaluation of this effect. Hence, in this paper we present the first quantitative analysis of the effect that H.264/AVC compression has upon a generally accepted moving object detection technique. We analyze different encoding schemes and show the influence on the object detection results for different representative sequences.
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