Real-Time Human Recognition by Their Walk

A. Nguyen, Eung-Joo Lee
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引用次数: 1

Abstract

This paper presents a novel method for human recognition using gait information. The moving object position at first is detected by using the difference of two continuous frames. And then, based on the detected moving object, all of gait information will be exploited. Based on the head shoulder and back contour, the walking direction can be extracted. Depend on this parameter, the lateral or frontal characteristic will be focused in the features detection process. One all of these are exploited, a feature vector is constructed to serve for applying in the recognition process. To evaluate the effect of this proposed and compare with another method, we also present some simulation results which are performed on indoor outdoor environment
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实时人类行走识别
提出了一种利用步态信息进行人体识别的新方法。首先利用两个连续帧的差值来检测运动目标的位置。然后,基于检测到的运动物体,利用所有的步态信息。基于头肩和背部轮廓提取行走方向。根据该参数,在特征检测过程中,侧边或正面特征将被聚焦。利用这些特征,构造一个特征向量,用于识别过程。为了评价该方法的效果,并与另一种方法进行比较,我们还给出了一些室内室外环境的仿真结果
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