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中国物理学会期刊

基于彩色直方图分析的智能视频监控系统

CSTR: 32037.14.aps.55.6399

Intelligent control of video monitoring system based on the color histogram analysis

CSTR: 32037.14.aps.55.6399
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  • 针对背景为固定场所的数字视频监控系统,提出了一种通过比较图像彩色直方图距离实现视频监视系统自动控制的方法.通过在线动态更换参考图像,消除了时间变化引起的阳光、天气等因素对背景图像的影响.采用均匀压缩的方法,将真彩色颜色空间压缩到16色的索引色空间,降低了计算复杂度,滤掉了背景的微小变化引入的噪声,实现了10 ms内完成对一幅图像的处理.准确的自动控制在保证监视系统正常工作的同时,极大地减小了所需的存储空间.

     

    The intelligent control of video monitoring system in a fixed background scene is realized by comparing color histogram distance between reference image and objective image. The impacts on reference images caused by the variation with time and sunlight are eliminated by renewing reference images on-line. In order to reduce computational complexity and speed up the processing, a uniform compressional algorithm of real color space based on fuzzy method is proposed. The simulations show that an image can be processed in 10 ms, which meets the requirement of real-time processing.

     

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