视频监控:法律盲?

P. Kovesi
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引用次数: 14

摘要

本文表明,大多数监控摄像机在空间分辨率和色彩再现方面都远远不能提供足够的图像质量,从而无法可靠地识别人脸。此外,监控图像的低分辨率意味着当应用压缩时,MPEG/JPEG DCT块大小可能会导致对人脸识别最重要的空间频率被破坏。更糟糕的是,压缩过程严重量化了颜色信息,破坏了使用色素沉着信息来识别人脸。事实上,“安全摄像头”这个词可能用错了地方。许多监控摄像头在法律上是盲目的,或者几乎是盲目的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Video Surveillance: Legally Blind?
This paper shows that most surveillance cameras fall well short of providing sufficient image quality, in both spatial resolution and colour reproduction, for the reliable identification of faces. In addition, the low resolution of surveillance images means that when compression is applied the MPEG/JPEG DCT block size can be such that the spatial frequencies most important for face recognition are corrupted. Making things even worse, the compression process heavily quantizes colour information disrupting the use of pigmentation information to recognize faces. Indeed, the term 'security camera' is probably misplaced. Many surveillance cameras are legally blind, or nearly so.
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