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Mean Shift 这个概念最早是由Fukunaga等人[1]于1975年在一篇关于概率密度梯度函数的估计中提出来的,其最初含义正如其名,就是偏移的均值向量,在这里Mean Shift是一个名词,它指代的是一个向量,但随着Mean Shift理论的发展,Mean Shift的含义也发生了变化,如果我们说Mean Shift算法,一般是指一个迭代的步骤,即先算出当前点的偏移均值,移动该点到其偏移均值,然后以此为新的起始点,继续移动,直到满足一定的条件结束.
用matlab实现mean shif
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mean shift算法提取图像边缘和图像分割-mean shift algorithm for image edge extraction and image segmentation
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The mean shift tracker algorithm was implemented using matlab.
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MeanShift算法在运动人体跟踪MATLAB代码-MeanShift algorithm in MATLAB code tracking of moving body
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国外牛人写的聚类算法,是k-means算法的升级版-Written by foreign cattle clustering algorithm, k-means algorithm is an upgraded version of
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implmentation of meanshift algorithm use to track object
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meanshift算法在matlab中聚类三维点集-meanshift clustering algorithm in three-dimensional point set in matlab
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使用meanshift算法进行视频运动目标的跟踪。使用imcrop函数,手动标定目标图形区域,显现目标的半自动跟踪。-Meanshift algorithm using the moving object tracking. Use imcrop function, manual calibration target graphics area, showing semi-automatic target tracking.
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该代码用于实现粒子滤波视觉目标跟踪(PF)、卡尔曼粒子滤波视觉目标跟踪(KPF)、无迹粒子滤波视觉目标跟踪(UPF)。它们是本人这两年来编写的核心代码,用于实现鲁棒的视觉目标跟踪,其鲁棒性远远超越MeanShift(均值转移)和Camshift之类。用于实现视觉目标跟踪的KPF和UPF都是本人花费精力完成,大家在网上是找不到相关代码的。这些代码虽然只做了部分代码优化,但其优化版本已经成功应用于我们研究组研发的主动视觉目标跟踪打击平台中。现在把它们奉献给大家!-These codes are us
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在基于核的meanshift算法框架下,利用kalman算法实现目标模型更新,从而有效的实现运动目标跟踪-In core based meanshift algorithm framework, using Kalman algorithm to achieve the target model update, so as to effectively realize the moving target tracking
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采用meanshift算法,对小目标进行跟踪,并在多种背景条件下对算法进行验证-Meanshift algorithm used for small target tracking, and in a variety of background conditions to verify the algorithm
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图像跟踪中的meanshift算法,通过MATLAB实现,有注释-Meanshift image tracking algorithm, MATLAB implementation, there is a comment
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利用meanshift1算法实现视屏目标的跟踪,包含全套程序,并配有示例视屏。-Meanshift1 algorithm to track the use of screen targets, including a full program, and with a sample screen.
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基于meanshift的单目标跟踪算法实现
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1. RGB颜色空间刨分,采用16*16*16的直方图
2. 目标模型和候选模型的概率密度计算公式参照上文-Meanshift based single target tracking algorithm Descr iption: 1. RGB color space plane points, using a histogram 2. Probability density target model and the candid
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MeanShift聚类算法的函数以及测试调用代码-MeanShift clustering algorithm.
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使用MeanShift算法对8种典型的二维图像进行聚类效果分析,并对三维图像进行压缩后进行聚类-Use MeanShift clustering algorithm for eight kinds of typical two-dimensional image clustering and cluster after a three-dimensional image compression
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采用meanshift算法对运动目标进行检测,文件完整,能够很好完成相应步骤-
The meanshift algorithm is used to detect the moving object, the file is complete, and the corresponding steps can be completed very well.
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Detect sky with meanshift algorithm
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Meanshift均值漂移算法,图像中的物体进行跟踪定位。(Meanshift mean shift algorithm, tracking and positioning objects in the image.)
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视频目标跟踪算法代码meanShift,基于均值漂移的目标跟踪算法代码(Video object tracking algorithm code meanShift)
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