人类高度测量方形模板

Nattapol Suwatkittiwong, T. Charoenpong, Chamaipom Sukjamsri, Taweechai Ouypomkochagom
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引用次数: 3

摘要

身高是人体步态识别的重要信息。本文提出了一种利用方形模板测量人体身高的新方法。该方法包括图像采集、模板匹配、背景相减和人体身高测量四个步骤。首先,捕捉人类的步态。方形模板固定在地板上。其次,采用模板匹配检测方形模板位置。第三,采用背景减法提取人。最后,根据与正方形模板相关的人体位置,使用像素大小计算人体高度。为了验证该方法的性能,对高度测量的准确率进行了测试。实验中使用了27名志愿者的405张照片。在第5位,平均准确率为96.32%。该技术可用于人体步态识别。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Human Height Measurement by Square Template
Human height is significant information for human gait recognition. In this paper, we proposed a new method to measure the human height by using square template. This method consists of four step: image acquisition, template matching, background subtraction and human height measurement. First, human gait is captured. Square template is fixed on floor. Second, template matching is used to detect square template position. Third, background subtraction is used to extract human. Finally, based on human position relating the square template, a size of pixel is used to compute a human height. To test the performance of the proposed method, accuracy rate of height measurement is measured. 405 picture of 27 volunteers were used in the experiment. The average accuracy is 96.32% at 5th position. This technique can be applied to use for human gait recognition.
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