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gmm
混合高斯模型使用K(基本为3到5个) 个高斯模型来表征图像中各个像素点的特征,在新一帧图像获得后更新混合高斯模型,用当前图像中的每个像素点与混合高斯模型匹配,如果成功则判定该点为背景点, 否则为前景点。通观整个高斯模型,他主要是有方差和均值两个参数决定,,对均值和方差的学习,采取不同的学习机制,将直接影响到模型的稳定性、精确性和收敛性。由于我们是对运动目标的背景提取建模,因此需要对高斯模型中方差和均值两个参数实时更新。为提高模型的学习能力,改进方法对均值和方差的更新采用不同的学习率 为提高在繁忙的场景下,大而慢的运动目标的检测效果,引入权值均值的概念,建立背景图像并实时更新,然后结合权值、权值均值和背景图像对像素点进行前景和背景的分类。(Gaussian mixture model using K (essentially 3-5) Gaussian model to characterize the features of each pixel in the image, in the image of the new frame for updated Gaussian mixture model, with each pixel in the image with a Gaussian mixture current model matching, if successful, determined that the point of the background points, otherwise the former attraction. Throughout the entire Gaussian model, he mainly has two parameters determine the variance and the mean, the mean and variance of the study, to take a different learning mechanism, will directly affect the stability, accuracy and convergence model. Since we are moving object extraction of the background modeling, so the need for the Gaussian model variance and mean two parameters real-time updates. In order to improve the learning ability of the model, an improved method for updating the mean and variance of different learning rates to improve in the busy scene, large and slow moving object detection results, the introduction of)
- 2014-03-25 09:01:12下载
- 积分:1
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ImageProcess
实现图像文件(如bmp等)的读取、显示、真彩图转换成灰度图、灰度图转化为二值图及绘制图像直方图功能。(Achieve an image file (such as bmp, etc.) to read, display, true color conversion to grayscale, converted to grayscale and binary image histogram function to draw the image.)
- 2013-11-26 15:18:48下载
- 积分:1
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darkchannel
用MATLAB实现的darkchannel算法,实现图像去雾(Image Haze Removal Using Dark Channel)
- 2010-10-14 22:32:19下载
- 积分:1
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Hought
霍夫变换 以及相应的源码 用于图像处理中的 直线检测 参数估计等hough transform(Hough Transform)
- 2009-06-03 15:08:02下载
- 积分:1
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lbp
这里不但有标准的局部二值模式的代码,还有局部二值模式的一些扩展代码!(err)
- 2009-01-06 10:01:42下载
- 积分:1
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LBP
提取图像的lbp纹理特征,然后进行向量表示(
Lbp extracted texture features of the image, and then vector representation)
- 2015-11-09 20:22:55下载
- 积分:1
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图像程序
相关图像算法包括大律法分割,梯度分割,分水岭分割,活动轮廓,最小生成树,相关基因算法(Great Law Segmentation, Gradient Segmentation, Watershed Segmentation, Active Contour, Minimum Spanning Tree, Related Gene Algorithms)
- 2019-03-08 19:16:33下载
- 积分:1
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strcturelvbonew
利用数学形态学构成形态学滤波器对图象进行滤波,处理效果较满意.(using mathematical morphology constitute morphological filter image filtering, processing more satisfied with the results.)
- 2020-11-12 10:59:43下载
- 积分:1
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ccode_open_bitmap
图像处理c源码_功能是打开一幅位图_并显示在屏幕上(_ C source image processing function is to open a bitmap _ and displayed on the screen)
- 2014-01-04 19:41:22下载
- 积分:1
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diedafa
图像分割迭代法,对于RGB图像灰度图像的分割有非常好的效果,对初学图像分割的有很大的帮助。(Image segmentation iterative method for gray image segmentation RGB images have a very good effect, image segmentation for beginners great help.)
- 2014-09-16 10:21:35下载
- 积分:1