运动区域估计技术在网络摄像机中的应用

S. Y. Koay, A. Ramli, Y. P. Lew, V. Prakash, R. Ali
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引用次数: 7

摘要

本文介绍了图像减法得到的输出图像的处理步骤。视频采集设备采用网络摄像机或网络摄像头,分析软件采用MATLAB 6.01版和图像处理工具箱。从视频剪辑中提取的图像帧进行图像减法以进行运动检测。本文提出的连续步骤是阈值分割、去噪和运动区域估计。阈值分割确定输出图像(从减法)的区域,这些区域由值在阈值范围内的像素组成。阈值还表示运动对检测的灵敏度。阈值处理后的图像仍然含有少量的噪声。使用中值滤波方法去除噪声。运动区域估计是通过对三个连续帧中的两个相减图像执行AND或or操作来完成的。AND和OR操作的输出图像都将在不同的时间框架内估计运动区域。
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A motion region estimation technique for Web camera application
This paper presents the steps involved in processing the output image obtained from image subtraction. A Web camera or Web cam is used as a video clip capture device and MATLAB version 6.01 with Image Processing Toolbox is used as the analysis software. Image frames extracted from the video clips undergo image subtraction for motion detection purposes. The continuous steps presented in this paper are thresholding, noise removal and motion region estimation. Thresholding determines the areas of output images (from subtraction) consisting of pixels with values lying within the threshold value range. Threshold value also indicates the sensitivity of motion to detection. The image still contains a small amount of noise after thresholding. Noise is removed using a median filtering method. Motion region estimation is done by executing an AND or OR operation on two subtracted images from three successive frames. Both the output image from AND and OR operations will estimate the motion region in a different time frame.
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