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针对视频监控系统中运动目标的检测与跟踪技术研究,本文比较运动目标检测的各种方法,采用背景差法来对运动目标进行检测,并阈值化和二值化检测出运动目标区域,能达到很好的检测效果。同时,利用卡尔曼滤波器对检测出来的运动目标进行预测和跟踪,实验验证跟踪效果较好。
-To solve the moving target detection and tracking in video monitoring system,in this paper,the various methods of moving
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采用卡尔曼滤波算法进行视频序列图像的跟踪，这个程序从简单易懂的角度实现了视频目标的跟踪。,Kalman filtering algorithm for video sequence image tracking, this process from the perspective of straightforward realization of the video target tracking.
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利用基本的卡尔曼滤波器来简单的实现对视频的动态跟踪-The basic Kalman filter using simple implementation of dynamic tracking of video
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This contained BG/FG detection(simple version and adaptive background mixture models), blob tracking(connected component tracking and MSPF resolver, mean shift, particle filter), Kalman filter using OpenCV. It can be helpful who studying object detec
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卡尔曼滤波，对于视频监控的目标检测与跟踪很有帮助，matlab程序源码-Kalman filter target detection and tracking is helpful for video surveillance, matlab program source
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Read video into MATLAB using aviread and alculate the background image . Initialization for Kalman Filtering. Calculate the difference image to extract pixels with more thanthreshold change.
and Plot the tracking rectangle after Kalman filtering
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采用卡尔曼滤波器来对视频中的目标进行跟踪，带有一个产生视频的主函数，通过kalman滤波器实现对目标的跟踪，简单易懂-Kalman filter to track targets in the video, produced with a video of the main function, to achieve the target tracking by kalman filter, easy to understand
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结合Kalman和Meanshift方法，对视频中运动目标进行跟踪。-Kalman and Meanshift combined method, the video moving target tracking.
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基于OPENCV再结合kalman滤波对监控视频进行目标跟踪。-OPENCV combined kalman filtering based on surveillance video for target tracking.
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Kalman滤波技术结合MATLAB库对监控视频进行目标跟踪。-Kalman filtering techniques combined with MATLAB bank on surveillance video for target tracking.
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使用卡尔曼滤波方法对视频中运动的人脸进行检测跟踪标记-Kalman filtering method using video motion detection and tracking human faces mark
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simple kalman tracking of red ball in video
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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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实现视频图像的目标快速跟踪。使用了camshift和kalman滤波算法。实时性不错，代码简单。-Video images of fast target tracking. Use the camshift and kalman filtering algorithm. Timeliness good, simple code.
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一种综合多种算法的车辆检测和追踪方法，运行时间较长，但效果很棒(We implement a system for vehicle detection and
tracking from traffic video using Gaussian mixture models and
Bayesian estimation. In particular, the system provides robust
foreground segmentation of moving vehicles
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打开视频文件，通过运用高斯混合模型对运动物体建模，统计运动数量，通过kalman滤波进行目标跟踪。(Open the video file, through the use of Gaussian mixture model of moving objects modeling, statistics, the number of motion, Kalman filtering target tracking.)
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卡尔曼滤波估计在视频跟踪中的应用，有很好的效果(The application of Kalman filter estimation in video tracking has very good results.)
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