The following Matlab project contains the source code and Matlab examples used for saivdr package.
This package provides System object definitions for sparsity-aware image (and volume data) restoration with non-separable oversampled lapped transforms (NSOLTs).
The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there.
Project Files:
| File Name | Size |
|---|---|
| license.txt | 1315 |
| AbstLinearSystem.m | 4524 |
| BlurSystem.m | 4604 |
| DecimationSystem.m | 5701 |
| PixelLossSystem.m | 3867 |
| AbstNoiseSystem.m | 847 |
| AdditiveWhiteGaussianNoiseSystem.m | 1190 |
| NoiselessSystem.m | 966 |
| PoissonNoiseSystem.m | 999 |
| DegradationSystem.m | 1905 |
| MixtureOfUnitaryAnalysisSystem.m | 3338 |
| MixtureOfUnitarySynthesisSystem.m | 3622 |
| NsGenLotDesignerFrq.m | 4702 |
| SubbandSpecification.m | 18977 |
| LpPuFb2dTvmSystem.m | 16090 |
| LpPuFb2dVm2System.m | 9439 |
| NsGenLotFactory.m | 3694 |
| NsGenLotUtility.m | 3492 |
| AbstNsoltDesigner.m | 8952 |
| AmplitudeErrorEnergy.m | 3202 |
| AprxErrorWithSparseRep.m | 4520 |
| NsoltDesignerFrq.m | 2666 |
| NsoltDictionaryLearning.m | 5624 |
| NsoltDictionaryUpdate.m | 3296 |
| PassBandErrorStopBandEnergy.m | 3780 |
| AtomConcatenationHorizontalTypeI.m | 5352 |
| AtomConcatenationHorizontalTypeII.m | 5788 |
| AtomConcatenationVerticalTypeI.m | 5415 |
| AtomConcatenationVerticalTypeII.m | 5833 |
| fcn_AtomConcatenationHorizontalTypeI.m | 849 |
| fcn_AtomConcatenationHorizontalTypeII.m | 853 |
| fcn_AtomConcatenationVerticalTypeI.m | 843 |
| fcn_AtomConcatenationVerticalTypeII.m | 872 |
| fcn_autobuild.m | 2580 |
| fcn_SupportExtensionHorizontalTypeI.m | 846 |
| fcn_SupportExtensionHorizontalTypeII.m | 850 |
| fcn_SupportExtensionVerticalTypeI.m | 838 |
| fcn_SupportExtensionVerticalTypeII.m | 842 |
| SupportExtensionHorizontalTypeI.m | 5188 |
| SupportExtensionHorizontalTypeII.m | 5818 |
| SupportExtensionVerticalTypeI.m | 5240 |
| SupportExtensionVerticalTypeII.m | 5819 |
| AbstNsoltAnalysisSystem.m | 8346 |
| AbstNsoltSynthesisSystem.m | 8899 |
| AbstOvsdLpPuFb2dSystem.m | 8782 |
| AbstOvsdLpPuFb2dTypeIISystem.m | 14697 |
| AbstOvsdLpPuFb2dTypeISystem.m | 12727 |
| ChannelGroup.m | 739 |
| NsoltFactory.m | 4612 |
| OvsdLpPuFb2dTypeIIVm0System.m | 2875 |
| OvsdLpPuFb2dTypeIIVm1System.m | 4142 |
| OvsdLpPuFb2dTypeIVm0System.m | 2157 |
| OvsdLpPuFb2dTypeIVm1System.m | 2498 |
| TypeIAnalysisSystem.m | 8092 |
| TypeIIAnalysisSystem.m | 8115 |
| TypeIISynthesisSystem.m | 12448 |
| TypeISynthesisSystem.m | 12055 |
| UdHaarAnalysisSystem.m | 3584 |
| UdHaarSynthesisSystem.m | 4978 |
| Direction.m | 755 |
| OrthogonalProjectionSystem.m | 2381 |
| OrthonormalMatrixFactorizationSystem.m | 2625 |
| OrthonormalMatrixGenerationSystem.m | 2628 |
| ParameterMatrixSet.m | 3169 |
| PolyPhaseCoefOperation2dSystem.m | 13459 |
| PolyPhaseMatrix2d.m | 10766 |
| Subband.m | 636 |
| AbstAnalysisSystem.m | 1064 |
| AbstSynthesisSystem.m | 1389 |
| ModuleBlockDct2d.m | 2362 |
| ModuleBlockIdct2d.m | 2871 |
| ModuleButterfly.m | 2203 |
| ModulePartialDelay.m | 3128 |
| ModulePartialLineBuffer.m | 2809 |
| ModuleRotations.m | 1847 |
| IstaImRestoration.m | 7855 |
| AbstSparseApproximation.m | 2322 |
| GradientPursuit.m | 2556 |
| IterativeHardThresholding.m | 3061 |
| BlurSystemTestCase.m | 22989 |
| DecimationSystemTestCase.m | 33591 |
| PixelLossSystemTestCase.m | 12070 |
| AdditiveWhiteGaussianNoiseSystemTestCase.m | 3005 |
| PoissonNoiseSystemTestCase.m | 3854 |
| DegradationSystemTestCase.m | 1761 |
| MixtureOfUnitaryAnalysisSystemTestCase.m | 10578 |
| MixtureOfUnitarySynthesisSystemTestCase.m | 12439 |
| NsGenLotDesignerFrqTestCase.m | 55704 |
| SubbandSpecificationTestCase.m | 162100 |
| LpPuFb2dTvmSystemTestCase.m | 74542 |
| LpPuFb2dVm2SystemTestCase.m | 23290 |
| NsGenLotFactoryTestCase.m | 10812 |
| AmplitudeErrorEnergyTestCase.m | 8218 |
| AprxErrorWithSparseRepTestCase.m | 23947 |
| NsoltDesignerFrqTestCase.m | 8841 |
| NsoltDictionaryLearningTestCase.m | 10445 |
| NsoltDictionaryUpdateTestCase.m | 11961 |
| PassBandErrorStopBandEnergyTestCase.m | 6446 |
| NsoltFactoryTestCase.m | 38195 |
| OvsdLpPuFb2dTypeIIVm0SystemTestCase.m | 143040 |
| OvsdLpPuFb2dTypeIIVm1SystemTestCase.m | 156464 |
| OvsdLpPuFb2dTypeIVm0SystemTestCase.m | 263699 |
| OvsdLpPuFb2dTypeIVm1SystemTestCase.m | 282026 |
| TypeIAnalysisSystemTestCase.m | 62413 |
| TypeIIAnalysisSystemTestCase.m | 80369 |
| TypeIISynthesisSystemTestCase.m | 276198 |
| TypeISynthesisSystemTestCase.m | 228348 |
| UdHaarAnalysisSystemTestCase.m | 37924 |
| UdHaarSynthesisSystemTestCase.m | 47724 |
| OrthogonalProjectionSystemTestCase.m | 1580 |
| OrthonormalMatrixFactorizationSystemTestCase.m | 3412 |
| OrthonormalMatrixGenerationSystemTestCase.m | 6685 |
| ParameterMatrixSetTestCase.m | 13195 |
| PolyPhaseCoefOperation2dSystemTestCase.m | 27162 |
| PolyPhaseMatrix2dTestCase.m | 31238 |
| ModuleBlockDct2dTestCase.m | 8528 |
| ModuleBlockIdct2dTestCase.m | 6933 |
| ModuleButterflyTestCase.m | 7894 |
| ModulePartialDelayTestCase.m | 12149 |
| ModulePartialLineBufferTestCase.m | 13084 |
| ModuleRotationsTestCase.m | 33580 |
| IstaImRestorationTestCase.m | 34334 |
| GradientPursuitTestCase.m | 27497 |
| IterativeHardThresholdingTestCase.m | 27494 |
| StepMonitoringSystemTestCase.m | 28447 |
| StepMonitoringSystem.m | 9986 |
| Contents.m | 4512 |
| fcn_design_frq.m | 5738 |
| fcn_dirlot_ramprot.m | 3287 |
| fcn_ezdirlottvm.m | 2893 |
| fcn_updatedirlot.m | 5765 |
| Contents.m | 1254 |
| disp_design_examples.m | 3945 |
| disp_specifications.m | 1957 |
| disp_tvmramprot.m | 2428 |
| dirlot_d2x2_o4+4_tvm-30.00.mat | 504711 |
| dirlot_d2x2_o4+4_tvm030.00.mat | 504659 |
| dirlot_d2x2_o4+4_tvm060.00.mat | 497826 |
| dirlot_d2x2_o4+4_tvm120.00.mat | 497891 |
| nsgenlot_d2x2_o4+4_v2.mat | 335563 |
| main_dirlot_ramprot.m | 1230 |
| main_pardirlotdsgn.m | 3879 |
| main_tvmramprot.m | 2986 |
| fcn_design_frq.m | 6962 |
| fcn_download_testimg.m | 1179 |
| fcn_load_testimg.m | 2121 |
| fcn_make_strlinproc.m | 1196 |
| fcn_observation.m | 1643 |
| fcn_updatensolt.m | 5977 |
| Contents.m | 2222 |
| disp_design_examples.m | 4160 |
| disp_sweepresults.m | 3330 |
| nsolt_d1x1_c2+2_o1+1_v1.mat | 2021 |
| nsolt_d2x2_c2+2_o0+0_v1.mat | 1961 |
| nsolt_d2x2_c5+2_o4+4_v1.mat | 10969 |
| main_haarimip.m | 4598 |
| main_lmax4imrstr.m | 1386 |
| main_nsoltimip.m | 4680 |
| main_parnsoltdsgn.m | 3527 |
| main_sweeplambdaip.m | 8152 |
| main_udhaarimip.m | 4125 |
| main_udirsowtsimip.m | 5382 |
| psnr_ssim_lena128_y196_x196_128x128_ista_cshaar_pls_random_d0.2_sd0_ns000.00.mat | 10166 |
| psnr_ssim_lena128_y196_x196_128x128_ista_nsolt52_pls_random_d0.2_sd0_ns000.00.mat | 23746 |
| psnr_ssim_lena128_y196_x196_128x128_ista_udhaar_pls_random_d0.2_sd0_ns000.00.mat | 7689 |
| psnr_ssim_lena128_y196_x196_128x128_ista_udirsowt_pls_random_d0.2_sd0_ns000.00.mat | 56950 |
| fcn_bwomps.m | 773 |
| fcn_download_testimg.m | 1179 |
| fcn_filename.m | 909 |
| fcn_ihtnsolt.m | 2477 |
| fcn_load_testimg.m | 2121 |
| fcn_nsoltdiclrn.m | 5931 |
| fcn_ompsksvds.m | 1862 |
| fcn_setup_ksvdsbox.m | 1726 |
| fcn_updatensolt.m | 4316 |
| Contents.m | 1048 |
| disp_design_examples.m | 2412 |
| fcn_ksvdsdiclrn.m | 2157 |
| main_makepsnrtab.m | 4826 |
| main_parnsoltdiclrn.m | 3624 |
| main_parsksvdsdiclrn.m | 2679 |
| ksvds_b8_o13_n8_d6_baboon128.mat | 13935 |
| ksvds_b8_o13_n8_d6_barbara128.mat | 13889 |
| ksvds_b8_o13_n8_d6_goldhill128.mat | 13871 |
| ksvds_b8_o13_n8_d6_lena128.mat | 13797 |
| nsolt_d2x2_c4+4_o2+2_v1_l4_n256_cameraman64.mat | 30314 |
| nsolt_d2x2_c4+4_o4+4_v1_l1_n2048_baboon128.mat | 35455 |
| nsolt_d2x2_c4+4_o4+4_v1_l1_n2048_barbara128.mat | 28784 |
| nsolt_d2x2_c4+4_o4+4_v1_l1_n2048_goldhill128.mat | 31816 |
| nsolt_d2x2_c4+4_o4+4_v1_l1_n2048_lena128.mat | 31734 |
| nsolt_d2x2_c4+4_o4+4_v1_l2_n2048_baboon128.mat | 35438 |
| nsolt_d2x2_c4+4_o4+4_v1_l2_n2048_barbara128.mat | 28776 |
| nsolt_d2x2_c4+4_o4+4_v1_l2_n2048_goldhill128.mat | 31810 |
| nsolt_d2x2_c4+4_o4+4_v1_l2_n2048_lena128.mat | 31726 |
| nsolt_d2x2_c4+4_o4+4_v1_l3_n2048_baboon128.mat | 35444 |
| nsolt_d2x2_c4+4_o4+4_v1_l3_n2048_barbara128.mat | 28768 |
| nsolt_d2x2_c4+4_o4+4_v1_l3_n2048_goldhill128.mat | 31796 |
| nsolt_d2x2_c4+4_o4+4_v1_l3_n2048_lena128.mat | 31750 |
| nsolt_d2x2_c4+4_o4+4_v1_l4_n2048_baboon128.mat | 35437 |
| nsolt_d2x2_c4+4_o4+4_v1_l4_n2048_barbara128.mat | 28763 |
| nsolt_d2x2_c4+4_o4+4_v1_l4_n2048_goldhill128.mat | 31801 |
| nsolt_d2x2_c4+4_o4+4_v1_l4_n2048_lena128.mat | 31726 |
| nsolt_d2x2_c4+4_o4+4_v1_l5_n2048_baboon128.mat | 35428 |
| nsolt_d2x2_c4+4_o4+4_v1_l5_n2048_barbara128.mat | 28770 |
| nsolt_d2x2_c4+4_o4+4_v1_l5_n2048_goldhill128.mat | 31783 |
| nsolt_d2x2_c4+4_o4+4_v1_l5_n2048_lena128.mat | 31716 |
| nsolt_d2x2_c5+3_o4+4_v1_l1_n2048_baboon128.mat | 35640 |
| nsolt_d2x2_c5+3_o4+4_v1_l1_n2048_barbara128.mat | 28965 |
| nsolt_d2x2_c5+3_o4+4_v1_l1_n2048_goldhill128.mat | 31982 |
| nsolt_d2x2_c5+3_o4+4_v1_l1_n2048_lena128.mat | 31914 |
| nsolt_d2x2_c5+3_o4+4_v1_l2_n2048_baboon128.mat | 35632 |
| nsolt_d2x2_c5+3_o4+4_v1_l2_n2048_barbara128.mat | 28954 |
| nsolt_d2x2_c5+3_o4+4_v1_l2_n2048_goldhill128.mat | 31971 |
| nsolt_d2x2_c5+3_o4+4_v1_l2_n2048_lena128.mat | 31899 |
| nsolt_d2x2_c5+3_o4+4_v1_l3_n2048_baboon128.mat | 35629 |
| nsolt_d2x2_c5+3_o4+4_v1_l3_n2048_barbara128.mat | 28947 |
| nsolt_d2x2_c5+3_o4+4_v1_l3_n2048_goldhill128.mat | 31968 |
| nsolt_d2x2_c5+3_o4+4_v1_l3_n2048_lena128.mat | 31674 |
| nsolt_d2x2_c5+3_o4+4_v1_l4_n2048_baboon128.mat | 35613 |
| nsolt_d2x2_c5+3_o4+4_v1_l4_n2048_barbara128.mat | 28950 |
| nsolt_d2x2_c5+3_o4+4_v1_l4_n2048_goldhill128.mat | 31978 |
| nsolt_d2x2_c5+3_o4+4_v1_l4_n2048_lena128.mat | 31910 |
| nsolt_d2x2_c5+3_o4+4_v1_l5_n2048_baboon128.mat | 35633 |
| nsolt_d2x2_c5+3_o4+4_v1_l5_n2048_barbara128.mat | 28952 |
| nsolt_d2x2_c5+3_o4+4_v1_l5_n2048_goldhill128.mat | 31968 |
| nsolt_d2x2_c5+3_o4+4_v1_l5_n2048_lena128.mat | 31899 |
| nsolt_d2x2_c6+2_o4+4_v1_l1_n2048_baboon128.mat | 35822 |
| nsolt_d2x2_c6+2_o4+4_v1_l1_n2048_barbara128.mat | 29150 |
| nsolt_d2x2_c6+2_o4+4_v1_l1_n2048_goldhill128.mat | 32174 |
| nsolt_d2x2_c6+2_o4+4_v1_l1_n2048_lena128.mat | 32108 |
| nsolt_d2x2_c6+2_o4+4_v1_l2_n2048_baboon128.mat | 35788 |
| nsolt_d2x2_c6+2_o4+4_v1_l2_n2048_barbara128.mat | 29135 |
| nsolt_d2x2_c6+2_o4+4_v1_l2_n2048_goldhill128.mat | 32169 |
| nsolt_d2x2_c6+2_o4+4_v1_l2_n2048_lena128.mat | 32101 |
| nsolt_d2x2_c6+2_o4+4_v1_l3_n2048_baboon128.mat | 35804 |
| nsolt_d2x2_c6+2_o4+4_v1_l3_n2048_barbara128.mat | 29130 |
| nsolt_d2x2_c6+2_o4+4_v1_l3_n2048_goldhill128.mat | 32167 |
| nsolt_d2x2_c6+2_o4+4_v1_l3_n2048_lena128.mat | 32095 |
| nsolt_d2x2_c6+2_o4+4_v1_l4_n2048_baboon128.mat | 35809 |
| nsolt_d2x2_c6+2_o4+4_v1_l4_n2048_barbara128.mat | 29133 |
| nsolt_d2x2_c6+2_o4+4_v1_l4_n2048_goldhill128.mat | 32153 |
| nsolt_d2x2_c6+2_o4+4_v1_l4_n2048_lena128.mat | 32078 |
| nsolt_d2x2_c6+2_o4+4_v1_l5_n2048_baboon128.mat | 35798 |
| nsolt_d2x2_c6+2_o4+4_v1_l5_n2048_barbara128.mat | 29144 |
| nsolt_d2x2_c6+2_o4+4_v1_l5_n2048_goldhill128.mat | 32148 |
| nsolt_d2x2_c6+2_o4+4_v1_l5_n2048_lena128.mat | 32097 |
| fcn_download_testimg.m | 1179 |
| fcn_load_testimg.m | 2121 |
| fcn_make_strlinproc.m | 2029 |
| fcn_observation.m | 1648 |
| fcn_sweeplambda.m | 3520 |
| Contents.m | 2415 |
| disp_design_examples.m | 4142 |
| disp_sweepresults.m | 6064 |
| nsolt_d2x2_c5+2_o4+4_v1.mat | 10969 |
| main_lmax4imrstr.m | 2028 |
| main_nsoltimdb.m | 4715 |
| main_nsoltimip.m | 4682 |
| main_nsoltimsr.m | 4803 |
| main_sweeplambdadb.m | 4851 |
| main_sweeplambdaip.m | 4959 |
| main_sweeplambdasr.m | 5027 |
| main_udhaarimdb.m | 4160 |
| main_udhaarimip.m | 4127 |
| main_udhaarimsr.m | 4255 |
| psnr_ssim_baboon128_y16_x128_128x128_ista_nsolt52_blr_gaussian_s2.0_ns005.00.mat | 22876 |
| psnr_ssim_baboon128_y16_x128_128x128_ista_nsolt52_dec_2x2_gaussian_s2.0_ns000.00.mat | 22959 |
| psnr_ssim_baboon128_y16_x128_128x128_ista_nsolt52_pls_random_d0.2_sd0_ns000.00.mat | 22633 |
| psnr_ssim_baboon128_y16_x128_128x128_ista_udhaar_blr_gaussian_s2.0_ns005.00.mat | 6214 |
| psnr_ssim_baboon128_y16_x128_128x128_ista_udhaar_dec_2x2_gaussian_s2.0_ns000.00.mat | 6359 |
| psnr_ssim_baboon128_y16_x128_128x128_ista_udhaar_pls_random_d0.2_sd0_ns000.00.mat | 6510 |
| psnr_ssim_barbara128_y196_x196_128x128_ista_nsolt52_blr_gaussian_s2.0_ns005.00.mat | 22556 |
| psnr_ssim_barbara128_y196_x196_128x128_ista_nsolt52_dec_2x2_gaussian_s2.0_ns000.00.mat | 22659 |
| psnr_ssim_barbara128_y196_x196_128x128_ista_nsolt52_pls_random_d0.2_sd0_ns000.00.mat | 22666 |
| psnr_ssim_barbara128_y196_x196_128x128_ista_udhaar_blr_gaussian_s2.0_ns005.00.mat | 6359 |
| psnr_ssim_barbara128_y196_x196_128x128_ista_udhaar_dec_2x2_gaussian_s2.0_ns000.00.mat | 6420 |
| psnr_ssim_barbara128_y196_x196_128x128_ista_udhaar_pls_random_d0.2_sd0_ns000.00.mat | 6584 |
| psnr_ssim_goldhill128_y196_x196_128x128_ista_nsolt52_blr_gaussian_s2.0_ns005.00.mat | 22728 |
| psnr_ssim_goldhill128_y196_x196_128x128_ista_nsolt52_dec_2x2_gaussian_s2.0_ns000.00.mat | 22860 |
| psnr_ssim_goldhill128_y196_x196_128x128_ista_nsolt52_pls_random_d0.2_sd0_ns000.00.mat | 22657 |
| psnr_ssim_goldhill128_y196_x196_128x128_ista_udhaar_blr_gaussian_s2.0_ns005.00.mat | 6363 |
| psnr_ssim_goldhill128_y196_x196_128x128_ista_udhaar_dec_2x2_gaussian_s2.0_ns000.00.mat | 6398 |
| psnr_ssim_goldhill128_y196_x196_128x128_ista_udhaar_pls_random_d0.2_sd0_ns000.00.mat | 6491 |
| psnr_ssim_lena128_y196_x196_128x128_ista_nsolt52_blr_gaussian_s2.0_ns005.00.mat | 22804 |
| psnr_ssim_lena128_y196_x196_128x128_ista_nsolt52_dec_2x2_gaussian_s2.0_ns000.00.mat | 22903 |
| psnr_ssim_lena128_y196_x196_128x128_ista_nsolt52_pls_random_d0.2_sd0_ns000.00.mat | 22679 |
| psnr_ssim_lena128_y196_x196_128x128_ista_udhaar_blr_gaussian_s2.0_ns005.00.mat | 6374 |
| psnr_ssim_lena128_y196_x196_128x128_ista_udhaar_dec_2x2_gaussian_s2.0_ns000.00.mat | 6514 |
| psnr_ssim_lena128_y196_x196_128x128_ista_udhaar_pls_random_d0.2_sd0_ns000.00.mat | 6547 |
| quickstart.html | 38029 |
| quickstart.png | 5694 |
| quickstart_01.png | 3845 |
| quickstart_02.png | 81404 |
| quickstart_03.png | 132647 |
| quickstart_eq02048.png | 876 |
| quickstart_eq30595.png | 2407 |
| quickstart_eq42162.png | 474 |
| quickstart_eq47484.png | 1223 |
| quickstart_eq49998.png | 286 |
| quickstart_eq51300.png | 3652 |
| quickstart_eq60671.png | 240 |
| quickstart_eq64862.png | 908 |
| quickstart_eq76052.png | 285 |
| quickstart_eq76245.png | 263 |
| quickstart_eq85147.png | 288 |
| quickstart_eq85330.png | 216 |
| quickstart_eq93608.png | 336 |
| mytest.m | 3101 |
| quickstart.m | 10078 |
| RELEASENOTES.txt | 1732 |
| saivdr.svnprops | 59 |
| setpath.m | 802 |
