An automatic bi-directional passing-people counting method based on color image processing

Thou-Ho Chen
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引用次数: 32

Abstract

Based on color image processing, an automatic bidirectional counting method of pedestrians through a gate is proposed. In the developed technique, one color video camera is hung from the ceiling of the gate with a directly downward view so that the passing people will be observed from just overhead. Firstly, the passing people is roughly counted with the area of people in an image. The moving direction of the pedestrian can be oriented by tracking each people pattern through analyzing its HSI histogram. With features extracted from the quantized histograms of I (intensity) or H (hue), the first counting can be refined. Experimental results show that an 100% accuracy of bidirectional counting can be achieved in the case of multiple isolated one-person patterns and the same accuracy can be also obtained unless the people number of a multiple-person pattern is over five.
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一种基于彩色图像处理的双向行人自动计数方法
提出了一种基于彩色图像处理的行人自动双向计数方法。在先进的技术中,一个彩色摄像机悬挂在大门的天花板上,直接向下看,这样从头顶上就可以观察到经过的人。首先,将经过的人与图像中人的面积进行粗略统计。通过分析行人的HSI直方图,跟踪行人的移动方向。通过从I(强度)或H(色相)的量化直方图中提取特征,可以对第一次计数进行细化。实验结果表明,在多个孤立的单人模式下,双向计数可以达到100%的准确率,除非多人模式的人数超过5人,否则也可以达到相同的准确率。
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