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KSVD_for_denosing-master
说明: 利用稀疏表示 omp k-svd训练字典的方法,实现了图像去噪(The sparse representation of OMP k-svd training dictionary is used to realize Image Denoising)
- 2021-03-17 09:05:42下载
- 积分:1
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TUT_ComSensImRec_Matlab_demo
基于压缩感知理论的超分辨率重建 实用程序包含论文中的试验(Super-resolution reconstruction based on compressive sensing theory The software reproduces the experiments published in the paper)
- 2015-10-27 10:15:27下载
- 积分:1
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SalientRegionDetectorCVPR09
显著区域检测的一篇文章所带的测试算法,CVPR(Salient Region Detector CVPR 2009)
- 2014-11-20 19:01:55下载
- 积分:1
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line
利用霍夫线检测实现车道线的自动检测并判断是否偏离(Using Hof line detection to achieve automatic detection of lane line and determine whether or not to deviate the)
- 2016-04-19 14:44:54下载
- 积分:1
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tidufilter
梯度倒系数滤波,在小目标检测算法中,用来实现背景抑制,提高目标的信噪比.(reversing gradient filter coefficients in small target detection algorithm, which can be used for background suppression, the goal of improving the signal-to-noise ratio.)
- 2007-04-18 11:35:09下载
- 积分:1
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keypointExtraction
功能强大的角点检测程序,包括harris角点检测、susan角点检测等(A powerful corner detection procedures, including the harris corner detection, susan corner detection, etc.)
- 2009-11-01 11:00:52下载
- 积分:1
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m_files
说明: find_center:寻找图像的形心,即图像几何中心点的检测。
otsu:otsu分割
sobelNedge:sobel边缘检测
catch_point:全局阈值分割函数(Find center: find the centroid of the image, that is, the detection of the geometric center of the image.
Otsu: Otsu segmentation
Sobel edge: Sobel edge detection
Catch point: global threshold segmentation function)
- 2020-05-17 22:23:27下载
- 积分:1
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OpenCVexe_02
读取一个文件夹中的任意数量图片,并对读入图片进行尺寸调整、灰度化处理、直方图均衡化处理,并显示图片(Read number of images from a folder, and adjust the size,do gray processing, histogram equalization processing with the pictures , and display pictures.)
- 2013-12-15 10:58:10下载
- 积分:1
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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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crossentropy2dpso
这是基于Tent映射粒子群的交叉熵阈值分割程序。(This is code of method based on Tent particle swarm optimization and cross-entropy.)
- 2009-11-15 22:21:04下载
- 积分:1