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视频文件中人体步态特征的提取及应用研究

Extraction of the Feature of Human Gait from Video and Its Application

中文摘要英文摘要

为了将步态识别应用于自动检票闸机的乘客识别系统中,本文从特定场景下的人体行走视频中提取出人体步态特征,并将其应用在乘客识别系统的传感器布置研究上。在VC++6.0和OpenCV平台上,解压人体行走视频的每一帧图像并保存,运用帧差法减除背景后二值化前景图,获得人体轮廓二值图,对人体轮廓二值图进行剖切,将剖切面的人体轮廓线记录下来组合成人体步态 剖面图,并对人体步态特征进行了总结。最后,对自动检票闸机乘客识别系统的传感器布置作了仿真实验,成功地将提取出的人体步态特征应用于传感器布置的研究上。

o apply gait recognition in the Passenger Identification System of the Gate, we extract the feature of human gait from the video which records a human in walking in special scene and apply it in the assignment of the sensors in the Passenger Identification System. Based on VC++6.0 and OpenCV, each frame of the video has been decoded and saved. And then, we use frame differential method to reject the background. After that, the foreground is threshold to get the contour of the human body. By recording and combining the contour in section, we obtain the XT section of human gait. At last, the simulation for the assignment of the sensors is performed. The results indicate that the feature is applied in the research of the assignment of the sensors successfully.

牛国柱、李文文

电子技术应用

人体步态步态识别传感器布置

Human GaitGait RecognitionAssignment of the Sensors

牛国柱,李文文.视频文件中人体步态特征的提取及应用研究[EB/OL].(2011-03-11)[2025-08-23].http://www.paper.edu.cn/releasepaper/content/201103-490.点此复制

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