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基于OpenCV实现的图像特征区域跟踪程序,基于类Mean-Shift实现的颜色直方图概率匹配算法,可同时跟踪6个特定目标区域。-OpenCV implementation of image features based on regional tracking program, based on class Mean-Shift probability of achieving the color histogram matching algorithm, which can track a
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Gary R.Bradski提出CamShift算法,即"Continuously Adaptive Mean-Shift"算法。是以颜色直方图为目标模式的目标跟踪算法,可以有效地解决目标变形和部分遮挡的问题,而且运算效率很高。在视频跟踪过程中,CAMSHIFT算法利用选定目标的颜色直方图模型得到每帧图像的颜色投影图,并根据上一帧跟踪的结果自适应调整搜索窗口的位置和大小,得到当前帧中目标的尺寸和质心位置。-Gary R. Bradski CamShift proposed algorithm,
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基于Mean Shift算法和Particle Filter算法的目标跟踪学位论文:讨论了MeanS hift算法(均值偏移)和粒子滤波算法(Particle Filter),分析了两种算法的特点;,分析了用运动目标检测提取目标运动特征的技术,通过增加对目标特征描述信
息,提高跟踪健壮性,并在以颜色直方图描述颜色特征的基础上,融合了目标的运动特征,设计了一种基于运动特征和颜色特征多特征融合的粒子滤波跟踪方法;用二阶直方图描述颜色特征,设计了均值偏移和粒子滤波相结合的目标跟踪技术-Based
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论文:基于颜色信息的粒子滤波算法实现目标跟踪。利用颜色直方图的巴氏距离。-Thesis: Based on the color information of the particle filter target tracking implementation. Using color histogram Bhattacharyya Distance.
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一种基于纹理的Mean Shift目标跟踪算法Matlab源代码,论文<Robust Object Tracking using Joint Color-Texture Histogram>发表在2009年的International Journal of Pattern Recognition and Artifical Intelligence.-Matlab Code for An Texture based Mean Shift Tracking Algroithm. The
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A simple example showing how to track an object with particle filter. Likelihood is based on Bhattacharya distance of color histogram.
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采用 CAMSHIFT 算法快速跟踪和检测运动目标的 C/C++ 源代码,OPENCV BETA 4.0 版本在其 SAMPLE 中给出了这个例子。算法的简单描述如下-This application demonstrates a fast, simple color tracking algorithm that can be used to track faces, hands . The CAMSHIFT algorithm is a modification of the Meanshi
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一个比较简单易懂的颜色直方图量化及转换的程序,适用于目标跟踪等领域,希望可以帮助有需要的人。-A relatively easy to understand and change the color histogram quantization procedures for tracking and other fields, hoping to help those in need.
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一个利用肤色来检测和跟踪人脸的例子。包括一个开源的函数库。和opencv相当。-A example for face detection and tracking using color Histogram
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在MFC中显示视频, 并且用opencv的camshift算法跟踪目标, 用的是颜色直方图.-MFC shown in the video, and the camshift algorithm using opencv tracking targets using a color histogram.
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利用EM算法结合颜色直方图的目标跟踪,利用EM算法实时更新颜色直方图-Using EM algorithm combines the color histogram for target tracking, real-time updates using EM algorithm color histogram
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人的头部跟踪文章,运用了形状和自适应颜色直方图信息 。HeadTrackingUsingShapesandAdaptiveColorHistogramsHeadTrackingUsingShapesandAdaptiveColorHistograms-Human head tracking articles, using the shapes and adaptive color histogram information. HeadTrackingUsingShapesandAdaptiveC
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这是一个基于颜色直方图的粒子滤波目标跟踪的主程序,比较完整,供大家参考-This is a color histogram based particle filter tracking the main program, more complete, for your reference
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利用目标的颜色直方图模型转化为颜色概率分布图,进行跟踪。-the Color histogram
model of goal convert color of probability distribution ,then tracking
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opencv 提供了使用基于颜色的跟踪算法camshift, 很好的算法,可是它是个半自动的算法,它需要用户在跟踪界面设定跟踪的目标。怎么预先设定目标再来跟踪呢? 本人偷了个懒,加入了用一张图片来设定跟踪的目标,在启动中加载图片,生成跟踪需要的histogram。这样实现了自动化的跟踪吧。-opencv using color-based tracking algorithm camshift provide a good algorithm, but it is a semi-automati
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title of the project is ROBUST OBJECT TRACKING USING JOINT
COLOR-TEXTURE HISTOGRAM
i hav added ieee paper descr iption
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结合kalman滤波的meanshift跟踪算法,meanshift算法是一种经典的均值漂移跟踪算法,采用颜色直方图作为跟踪特征,具有很高的稳定性和鲁棒性,kalman滤波是一种线性滤波预测算法。在meanshift算法中引入kalman滤波,可以提高算法的稳定性,同时提高算法执行效率。代码中除了avi格式视频读取采用opencv库函数外,核心算法均为纯C++实现,注释详细,很容易理解,同时具有很高的参考价值。 -Meanshift kalman filtering combined track
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自适应分块颜色直方图的MeanShift跟踪算法_杜凯.zip-Adaptive block color histogram MeanShift tracking algorithm _ Duque. Zip
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基于分块颜色直方图和粒子滤波的物体跟踪_陶立超.zip-Based on block color histogram and particle filter object tracking _ Tao Li Chao. Zip
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complete tracking with HOG feature extraction and color histogram match.
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