Image Denoising on Hill image
36.812PSNRDoubly Sparse Explicitly Conditioned Transform Learning
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Doubly Sparse Explicitly Conditioned Transform Learningσ=52026.06 | 36.812 | 98.2 | |
| DCTσ=52026.06 | 36.811 | 98.2 | |
| Sparse Breslerσ=52026.06 | 36.808 | 98.2 | |
| Dense Conditionedσ=52026.06 | 36.663 | 98.1 | |
| Dense Breslerσ=52026.06 | 36.662 | 98.1 | |
| Doubly Sparse Explicitly Conditioned Transform Learningσ=102026.06 | 32.973 | 94.5 | |
| DCTσ=102026.06 | 32.968 | 94.5 | |
| Sparse Breslerσ=102026.06 | 32.872 | 94.5 | |
| Dense Conditionedσ=102026.06 | 32.617 | 94.1 | |
| Dense Breslerσ=102026.06 | 32.599 | 94.1 | |
| Doubly Sparse Explicitly Conditioned Transform Learningσ=152026.06 | 30.878 | 90.2 | |
| DCTσ=152026.06 | 30.867 | 90.2 | |
| Sparse Breslerσ=152026.06 | 30.794 | 90.3 | |
| Dense Breslerσ=152026.06 | 30.433 | 89.3 | |
| Dense Conditionedσ=152026.06 | 30.389 | 89.3 | |
| Doubly Sparse Explicitly Conditioned Transform Learningσ=202026.06 | 29.406 | 85.6 | |
| DCTσ=202026.06 | 29.399 | 85.6 | |
| Sparse Breslerσ=202026.06 | 29.173 | 85.6 | |
| Dense Conditionedσ=202026.06 | 28.934 | 84.3 | |
| Dense Breslerσ=202026.06 | 28.928 | 84.3 | |
| DCTσ=1002026.06 | 23.78 | 58.9 | |
| Sparse Breslerσ=1002026.06 | 23.666 | 58.6 | |
| Dense Conditionedσ=1002026.06 | 23.663 | 58.3 | |
| Doubly Sparse Explicitly Conditioned Transform Learningσ=1002026.06 | 23.66 | 58.3 | |
| Dense Breslerσ=1002026.06 | 23.654 | 58.3 |