文件名称:基于非局部相似块低秩的压缩感知图像重建
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- 上传时间：2018-11-14
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该文件包含一篇基于秩极小化的压缩感知图像重建及其代码实现，该方法利用图像自身非局部相似性，构建低秩矩阵模型，实现图像重建。
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压缩包 : NLR_codes.rar 列表 NLR_CS/Data/CS_test_images/barbara.tif NLR_CS/Data/CS_test_images/boats.tif NLR_CS/Data/CS_test_images/cameraman.tif NLR_CS/Data/CS_test_images/foreman.tif NLR_CS/Data/CS_test_images/house.tif NLR_CS/Data/CS_test_images/lena256.tif NLR_CS/Data/CS_test_images/Monarch.tif NLR_CS/Data/CS_test_images/Parrots.tif NLR_CS/Main_NLR_CS.m NLR_CS/Results/Rec_Barbara.tif NLR_CS/Utilities/Block_matching.m NLR_CS/Utilities/cal_ssim.m NLR_CS/Utilities/csnr.m NLR_CS/Utilities/DCT_thresholding.m NLR_CS/Utilities/Im2Patch.m NLR_CS/Utilities/Image_CS.m NLR_CS/Utilities/Measurements/At_f.m NLR_CS/Utilities/Measurements/At_fhp.asv NLR_CS/Utilities/Measurements/At_fhp.m NLR_CS/Utilities/Measurements/A_f.m NLR_CS/Utilities/Measurements/A_fhp.m NLR_CS/Utilities/Measurements/LineMask.m NLR_CS/Utilities/Measurements/LineMaskLimitedAngle.m NLR_CS/Utilities/NLR_CS_Reconstruction.m NLR_CS/Utilities/RandMask_rect.m NLR_CS/Utilities/Random_Sensing.m NLR_CS/Utilities/selectPF.m NLR_CS/Utilities/Set_parameters.m NLR_CS/Utilities/soft.m NLR_CS_MRI/Data/Ori_Brain_MRI.mat NLR_CS_MRI/Data/Ori_Head_MRI.mat NLR_CS_MRI/Main_NLR_CS_MRI.m NLR_CS_MRI/Results/Head_results/NLR_Head_3.png NLR_CS_MRI/Utilities/Block_matching.m NLR_CS_MRI/Utilities/csnr.m NLR_CS_MRI/Utilities/CS_MRI.m NLR_CS_MRI/Utilities/DCT_thresholding.m NLR_CS_MRI/Utilities/DCT_thresholding_V2.m NLR_CS_MRI/Utilities/Im2Patch.m NLR_CS_MRI/Utilities/Main_ZeroFilling.m NLR_CS_MRI/Utilities/Measurements/At_f.m NLR_CS_MRI/Utilities/Measurements/At_fhp.m NLR_CS_MRI/Utilities/Measurements/A_f.m NLR_CS_MRI/Utilities/Measurements/A_fhp.m NLR_CS_MRI/Utilities/Measurements/LineMask.m NLR_CS_MRI/Utilities/Measurements/LineMaskLimitedAngle.m NLR_CS_MRI/Utilities/NLR_CS_MRI.m NLR_CS_MRI/Utilities/RandMask_rect.m NLR_CS_MRI/Utilities/Random_Sensing.m NLR_CS_MRI/Utilities/selectPF.m NLR_CS_MRI/Utilities/Set_parameters.m NLR_CS_MRI/Utilities/soft.m NLR_CS_MRI/Utilities/ZF_CS_MRI.m NLR_CS/Data/CS_test_images NLR_CS/Utilities/Measurements NLR_CS_MRI/Results/Brain_results NLR_CS_MRI/Results/Head_results NLR_CS_MRI/Utilities/Measurements NLR_CS/Data NLR_CS/Results NLR_CS/Utilities NLR_CS_MRI/Data NLR_CS_MRI/Results NLR_CS_MRI/Utilities NLR_CS NLR_CS_MRI
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