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利用OPENCV來實現高斯混合模型的背景相減,可看到當前影像、前景及背景-OPENCV to achieve using GMM background subtraction, we can see the current image, foreground and background
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自己采用opencv编写的程序,该程序主要实现运动目标的检测,采用背景减法里面的GMM混合高斯模型,Opencv prepared to adopt its own procedures, the procedures for major sports achieve target detection using background subtraction inside GMM Gaussian Mixture Model
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A common method for real-time segmentation of
moving regions in image sequences involves “background
subtraction,” or thresholding the error between
an estimate of the image without moving objects and
the current image. The numerous approache
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This is a background subtraction program using GMM method. It uses a webcam.
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background subtraction using g-background subtraction using gmm
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A review on background subtraction in a fixed background video surveillance. It includes basic frame difference method , averaging and gmm based subtraction of background.
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GMM background subtraction
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Background Subtraction using Adaptive Gaussian Mixture Model
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内含visual C++和MATLAB代码,利用高斯呼喝模型进行背景建模,自适应确定高斯分量的个数,由Z.Zivkovic开发,相关文章是 Improved adaptive Gausian mixture model for background subtraction-Containing visual C++ and MATLAB code, the use of Gaussian background modeling feeding model, adaptive determine
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经典背景减除方法,MOG2(或GMM),从opencv2.4.9中单独提取出来的,经过实验调试通过的,可同其他背景减除方法结合或对比。-It is a typical background subtraction mathod, which is OpenCV 2.4.9. It was proposed by Zivkovic in 2014ICPR and proved effective.
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使用背景减进行前景提取,并进行人群密度检测-Foreground extracted using background subtraction, and crowd density detection
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My implementation of Stauffer & Grimson's GMM(Background subtraction
Drawbacks of Stauffer & Grimson's GMM
Since its pixel based model fitting,
a) lots of unwanted small blobs are scattered all over the frame. e.g. UCSD demo
b) main blobs
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一种较好的背景减除算法,可以提取运动物体的前景图像,并能较好进行运用(Background subtraction algorithm)
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background subtraction using kmeans and gmm
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