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基于KSVD算法的图像去噪算法

于 2021-03-05 发布文件大小:6111KB

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代码说明：

基于KSVD算法的图像去噪算法，稀疏表示，字典学习，OMP算法，基于DCT字典的图像去噪，demo可以直接运行。(Image denoising by KSVD algorithm，spare representation，dictionary learning，OMP algorithm，DCT dictionary)

文件列表：

KSVD_Matlab_ToolBox

...................\demo1.m,1907,2009-09-03
...................\demo2.m,3601,2015-12-21
...................\demo3.m,8504,2006-12-28
...................\denoiseImageDCT.m,5426,2007-01-24
...................\denoiseImageGlobal.m,6046,2006-12-12
...................\denoiseImageKSVD.m,9088,2016-01-23
...................\displayDictionaryElementsAsImage.m,3224,2007-01-25
...................\gererateSyntheticDictionaryAndData.m,1896,2006-12-11
...................\globalTrainedDictionary.mat,5749450,2005-09-21

...................\KSVD.m,12292,2009-09-03
...................\KSVD_NN.m,11585,2006-12-28

...................\MOD.m,8053,2006-12-12
...................\my_im2col.m,631,2006-12-11
...................\NN_BP.m,1105,2006-12-24
...................\OMP.m,954,2007-04-29
...................\OMPerr.m,1083,2006-12-11

...................\README.txt,4802,2006-12-28

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imagematching
说明：该程序采用matlabGUI编写,包含了经典的图像匹配算法.(MatlabGUI prepared using the program, including the classic image matching algorithm.)

2008-10-30 16:34:50下载

积分：1
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2013-03-15 16:26:23下载

积分：1
KSVD
实现文章“Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries”中的降噪算法(Realize the article " Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries" in the noise reduction algorithm)

2011-10-13 14:22:50下载

积分：1
rd_singlepoint
合成孔径雷达点目标成像RD算法，模型参考合成孔径雷达成像算法与实现(Synthetic aperture radar point target imaging algorithm RD, model reference synthetic aperture radar imaging algorithm and implementation)

2020-08-29 17:58:10下载

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im_hist_covercome
通过自定义数学运算，在图像处理中做直方图均衡化的matlab实现(Through custom mathematical operation, do the histogram equalization of matlab in image processing)

2013-04-27 01:34:07下载

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watershed
3种不同的分水岭分割方法以及三种方法的比较(3 different methods of watershed segmentation and Comparison of Three Methods)

2009-05-25 17:30:55下载

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2019-12-03 14:52:50下载

积分：1
ch1
document about computer vision - image processing

2013-08-19 18:01:58下载

积分：1
pcnn
matlab环境下，基于脉冲耦合神经网络（pcnn）的图像分割技术。(matlab environment, based on pulse coupled neural network (pcnn) Segmentation.)

2010-09-10 23:54:01下载

积分：1
method-2
相关法求旋转平移图像的旋转角度转极坐标方法2 另一法见本人另一程序包(Correlation registration method for rotation angle (polar coordinates method 2))

2017-02-26 17:14:58下载

积分：1

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