Results

Local and Non - Local Self-Similarity Regularization Model-Based Sparse Representation for Image Restoration 

Results for 

Gaussian_Noise_Level_0.2_case (Click here)

Gaussian_Noise_Level_0.3_case (Click here)

LINEAR REGRESSION SUPPORT VECTOR MACHINE BASED IMAGE RESTORATION

Analysis of LR-SVM-IR Model for 0.1 Gaussian Noise Level  (click here)

Analysis of LR-SVM-IR Model for 0.2 Gaussian Noise Level  (click here)

Analysis of LR-SVM-IR Model for 0.3 Gaussian Noise Level  (click here)

Analysis of LR-SVM-IR Model for 0.4 Gaussian Noise Level  (click here)

Analysis of LR-SVM-IR Model for 0.5 Gaussian Noise Level  (click here)

Analysis of LR-SVM-IR Model for 0.1 Salt and Pepper Noise Level  (click here)

Analysis of LR-SVM-IR Model By Extending to Underwater Images  (click here)