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光流法之一:codebook BGS代码,参考论文Real-time foreground–background segmentation using codebook model (Kyungnam Kima,, Thanarat H. Chalidabhongseb, David Harwooda, Larry Davis),进行了简化。
实验效果:似乎噪声点太多了。-One of the optical flow method: the BGS codebook code, refer
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本文通过融合图像的颜色和梯度特征 ,实现了一种实时背景减除方法。首先融合颜色和梯度特征建立新的能量函数 然后基于图切割算法最小化能量函数 ,并对前景P 背景进行分割 最后使用光流验证前景区域的真实性 ,并更新背景模型。- Based on the fusion of color and gradient features , this paper implement s a novel approach to real-time background subtraction.Firstly ,
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本科毕业设计,图像读入,背景差分目标检测,二值化,snake算法,光流畅算法-Graduate design, image read, the background differential target detection, binarization, snake algorithm, optical flow algorithm
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光流法是动态背景目标检测的重要方法,介绍了光流法的原理-Optical flow method is a dynamic background target detection method, introduced the principle of optical flow method
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本程序采用matlab编码,一共有包括帧间差分法、背景差分法、光流法、混合高斯模型法四种方法来实现红外目标检测的功能,代码检测易懂,适合初学者多多借鉴~-This procedure using matlab coding, a total including the inter-frame difference, background subtraction, optical flow method, Gaussian mixture model approach are four ways
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光流算法程序,用来估计背景变化的图像序列或视频序列,可以很好的用来跟踪运动目标-Optical flow algorithm is used to estimate changes in background image sequence or video sequence can be well used to track moving targets. . .
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基于像素的背景建模方法速度较快但不能很好地描述背景运动,光流能准确描述物体运动但计算量大,难以满足实时的要求.提出一种结合基于像素的背景建模方法速度快以及光流描述物体运动准确优点的背景建模和目标检测方法.具体来说,为静止背景建立传统基于像素的灰度背景模型,为运动背景建立光流背景模型,通过2种背景模型的有效结合快速准确地实现目标检测.实验结果表明,提出的方法建模速度与基于像素背景建模方法相当,同时,又有光流准确描述背景运动的优点,综合性能超越上述2种方法.-Faster but not a goo
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利用光流法,对静止背景下的运动目标进行精确识别,并图形化展示,效率较高,实时性比一般的要好。-Using optical flow method, the moving target under static background accurately identified and graphical display, high efficiency, better than real-time.
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本文选用了背景减法、帧间差分法和光流法。背景减法是通过将当前帧与背景帧相减得出灰度差值并将此差值与阈值比较判断是否有运动目标。-This paper chose the background subtraction and frame difference method and optical flow method.Background subtraction is through to the current frame and background frame subtraction gr
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金字塔lucas-kanade光流代码,可用于动态背景,但速度较慢-Pyramid lucas-kanade optical flow codes, can be used for dynamic background, but slower
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实现了运动目标的检测和跟踪,使用背景差分法,帧间差分法、光流法和均值漂移的方法,能够实现很好的对运动目标的跟踪-Achieve a moving target detection and tracking, using background subtraction, inter-frame difference, optical flow method and the method of mean-shift, it is possible to achieve a good track mov
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前景检测程序,MATLAB实现,有背景差分,帧差法,混合高斯模型,光流法。-Foreground detection procedures, MATLAB, background difference, frame difference method, the gaussian mixture model and optical flow method.
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静态背景下运动物体跟踪,采用L-K光流法,opencv源代码-Moving object tracking in static background, using L-K optical flow method, opencv source code
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采用光流法形式检测背景相对稳定的运动物体,编写语言为C++,所有视觉库为opencv(The optical flow method is used to detect moving objects with relatively stable background. The language is C++, and all visual libraries are OPENCV)
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光流法提取动态背景前景目标,具有良好的抗噪和抗干扰能力。(Optical flow extraction of dynamic background prospects, with good anti-noise and anti-jamming capability.)
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光流法处理视频的前景信息的提取,该算法适应于静态背景(Optical flow processing of video foreground information extraction, the algorithm is adapted to the static background)
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