Algorithm of color detection for moving video objects based on mode matching

被引:0
|
作者
Cai, Zhaoquan [1 ]
Hu, Hui [1 ]
Xu, Tao [1 ]
Luo, Wei [1 ]
He, YiCheng [2 ]
机构
[1] Huizhou Univ, Huizhou 516007, Peoples R China
[2] S China Univ Technol, Sch Software Engn, Guangzhou AH-510006, Peoples R China
基金
中国国家自然科学基金;
关键词
Background subtraction; HSV color statistics; Color matching;
D O I
10.4028/www.scientific.net/AMM.239-240.1000
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
It is urgent to study how to effectively identify color of moving objects from the video in the information era. In this paper, we present the color identification methods for moving objects on fixed camera. One kind of the methods is background subtraction that recognizes the foreground objects by compare the difference of pixel luminance between the current image and the background image at the same coordinates. Another kind is based on the statistics of HSV color and color matching which makes the detection more similar to the color identification of the human beings. According to the experiment results, after the completion of the background modelling, our algorithm of background subtraction, statistics of the HSV color and the color matching have strong color recognition ability on the moving objects of video.
引用
收藏
页码:1000 / +
页数:2
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