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We propose a novel approach for head tracking, which combines particle filters with Isomap. The particle filter works on the low-dimensional embedding of training images. It indexes into the Isomap with its state variables to find the closest templat
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1、本程序需要在dos下启动,否则程序默认打开E盘下一个叫做soccer.avi的视频文件,你可以将一个视频文件修改名称后,放在E盘下;
dos下启动的方式是:进入本程序的目录下,输入"objecttracking E:\\……\\……\\***.avi"。本命令有两部分组成objecttracking
是我们的应用程序名, E:\\……\\……\\***.avi是你要打开的视频的全路径,注意是两个“\\”。
2、应用程序目录下,已经有所有的动态库,可直接运行程序。但是想编译源文
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Tracking moving targets, and intelligent video processing, the use of particle filter tracking algorithm to track
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自己编写的粒子滤波程序,请用用户自己添加视频测试可直接使用。
-Particle filter to write your own program, can be used directly with the user to add a video test.
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在粒子滤波加颜色直方图实现了视频目标跟踪的基础上,加了遮挡处理。即当目标被遮遮挡的时候进行了特殊的处理,当目标重新出现的时候能够继续对目标进行跟踪,不失跟。
-Particle filter add color histogram on the basis of the video target tracking, plus a block. That is, when the target is obscured by cover the special treatment, be abl
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粒子滤波程序,可用于目标跟踪,可以处理视频文件或是摄像头采集,仅供学习参考-Particle filter can be used for target tracking, can handle video files or camera capture reference for learning
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采用粒子滤波,实现对动目标的视频跟踪。实现预测跟踪,抗目标遮挡。-Using particle filter, to achieve the goal of moving video tracking. Achieve predictive tracking, anti-target occlusion.
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该程序为基于粒子滤波的一种新算法,综合MCMC Bayesian Model Selection即MONTE CARLO马尔克夫链的算法,用来实现目标跟踪,多目标跟踪,及视频目标跟踪及定位等,解决非线性问题的能力比卡尔曼滤波,EKF,UKF好多了,是我珍藏的好东西,现拿出来与大家共享,舍不得孩子套不着狼,希望大家相互支持,共同促进--the program based on particle filter for a new algorithm, Integrated Bayesian MCMC
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基于欧几里得距离的聚类分析,实现了图像的灰度化并进一步用于视频监视控,多目标跟踪的粒子滤波器。- Clustering analysis based on Euclidean distance, Achieve a grayscale image and further control for video surveillance, Multi-target tracking particle filter.
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