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CSR_Denoising
该算法首先通过字典学习得到含噪图像的冗余字典,然后对相似的图像块进行聚类构成块群,并通过迭代收缩和L1正则化约束,对同类的图像块在字典上进行稀疏表示,以达到降噪的目的。实验结果表明,在常规的图像处理上,本文提出的算法能较好的保留图像的结构信息,与K-SVD和BM3D等现有的流行算法相比,具有更高的峰值信噪比(PSNR)(It firstly get the redundant dictionary of a noised image by dictionary learning.Then,the image patches are gathered according to their similarities.Meanwhile,the similar patches get sparse representation showed in dictionaries by iterative shrinkage and L1 regularization constraints and eventually the image is restored and noise is removed.The experimental results indicate that the proposed algorithm can well preserve the structure information of the common image with a higher Peak Signal to Noise Ratio(PNSR),compared with state-of-the-art algorithms,such as K-SVD and BM3D)
- 2017-05-02 20:48:25下载
- 积分:1
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TV
说明: 关于图像修复的一个程序可以实现TV模型的图像修复(Image restoration of TV model can be realized)
- 2019-06-03 15:41:12下载
- 积分:1
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DigitalImageProccessexperiment
Matlab环境下的几个数字图像处理实验,包含图像灰度变换、直方图均衡化、直方图匹配、邻域平均、局域增强、中值滤波、图像的锐化等(Several digital image processing experiments, including gray transform, histogram equalization, histogram matching, neighborhood average, local increase, median filtering and image sharpening, etc.)
- 2021-02-01 10:10:02下载
- 积分:1
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算法
说明: 图像处理基础程序,主要针对遥感影像处理。内含各种基础处理源码(matlab ,imagine analisy)
- 2020-06-15 22:23:56下载
- 积分:1
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Code
TV算法图像处理。total variation减少图像噪声算法源代码(TV algorithm for image processing. total variation image noise reduction algorithm source code)
- 2009-09-07 13:34:47下载
- 积分:1
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band_math
idl进行波段运算的小程序band_math(idl procedures for small-band operation)
- 2010-11-23 13:44:50下载
- 积分:1
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GS algorithmn
说明: 相位恢复算法,gs算法,适用于双强度测量的相位恢复问题(a phase retrieval algorithmn-gs using MATLAB)
- 2019-11-27 10:01:58下载
- 积分:1
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Graph_Syncretize
说明: 包括IHS,PCA Fusio,加权图像融合算法的Matlab源代码!主要运用在GSM中卫星图像处理,里面有例子图片,可以清晰的看见处理效果!(including IHS, PCA Fusio, the weighted image fusion algorithms Matlab source code! The main use of the GSM satellite image processing, there are examples of photographs, can clearly see the effect!)
- 2020-09-02 16:08:08下载
- 积分:1
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roadrecognization
道路识别的一个matlab仿真程序,主要是基于道路颜色的图像处理。(A road recognition matlab simulation program was based primarily on the road color image processing.)
- 2021-03-26 19:19:13下载
- 积分:1
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delphihuidu
DELPHI编写灰度直方图显示,DELPHI编写灰度直方图显示(DELPHI Writing gray histogram display, DELPHI written grayscale histogram display)
- 2013-03-03 17:32:25下载
- 积分:1