基于代码本的复杂背景下运动目标检测

R. Huan, Zhehu Wang, X. Tang, Q. Chen
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引用次数: 1

摘要

对于智能视频监控系统来说,如何准确地检测运动目标是需要解决的关键问题。背景越复杂,问题就越严重。本文采用基于代码本的前景和背景分割方法来检测复杂背景下的运动目标。该方法采用了色彩失真阈值和亮度失真阈值。它为每个像素创建一个码本,每个码本包含一个或多个码字。代码本将和代码字一样更新。实验结果表明,即使背景的运动和亮度发生变化,该方法也能有效地检测到运动目标,并且具有良好的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Moving target detection under complex background based on code book
For intelligent video monitor system, how to detect the moving target accurately is a key problem needed to be solved. The problem is more serious when background is complex. This paper uses a method based on code book to segment the foreground and background to detect the moving targets under complex background. This method uses the threshold of the color distortion of and brightness distortion. It creates a code book for each pixel, and each code book includes one or more code words. Code book will be updated as same as code word. The experimental results prove that even if the movement and brightness of background changes, this method can detect the moving target effectively and has good robustness.
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