稀疏表示的图像重建我要分享

Image reconstruction based on sparse representation

稀疏表示 CSR_IR--MATLAB 稀疏 Parrots.tif 图像重建

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代码分类: 图像处理

开发平台: matlab

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代码描述

中文说明:这是基于稀疏表示的图像重建,用来做图像去模糊或超分辨,绝对可以用


English Description:

This is based on sparse representation of image reconstruction, used to do image deblurring or super-resolution, absolutely can be used


代码预览

CSR_IR

......\Data

......\....\Deblurring_test_images

......\....\......................\barbara.tif

......\....\......................\boats.tif

......\....\......................\Butterfly.tif

......\....\......................\cameraman.tif

......\....\......................\house.tif

......\....\......................\leaves.tif

......\....\......................\lena256.tif

......\....\......................\Parrots.tif

......\....\......................\peppers.tif

......\....\SR_test_images

......\....\..............\bike.tif

......\....\..............\Butterfly.tif

......\....\..............\flower.tif

......\....\..............\girl.tif

......\....\..............\hat.tif

......\....\..............\Parrots.tif

......\....\..............\Parthenon.tif

......\....\..............\plants.tif

......\....\..............\raccoon.tif

......\Image_Deblurring.m

......\Image_Superresolution.m

......\Readme.txt

......\Results

......\.......\Deblurring_results

......\.......\..................\CSR_Butterfly.tif

......\.......\SR_results

......\.......\..........\CSR_Butterfly.tif

......\Utilities

......\.........\Add_noise.m

......\.........\Block_matching.m

......\.........\Blur.m

......\.........\cal_ssim.m

......\.........\csnr.m

......\.........\CSR_Deblurring.m

......\.........\CSR_Regularization.m

......\.........\CSR_Superresolution.m

......\.........\Generate_blur_image.m

......\.........\getpca.m

......\.........\KMeans_PCA.m

......\.........\Proc_cls_idx.m

......\.........\Set_blur_matrix.m

......\.........\soft.m