Blind Image Deblurring on Levin dataset
35.842PSNRMethod in [31]
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Method in [31]Image=4, Kernel=12026.04 | 35.842 | 96.75 | 98.09 | 92.69 | |
| Hybrid MCP-TV Deblurring ModelImage=4, Kernel=12026.04 | 35.4238 | 95.8 | 97.49 | 91.8 | |
| Method in [30]Image=4, Kernel=12026.04 | 34.7037 | 95.65 | 97.35 | 91.42 | |
| Method in [32]Image=4, Kernel=12026.04 | 34.6905 | 95.46 | 97.28 | 91.57 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=12026.04 | 34.2493 | 94.95 | 96.92 | 88.85 | |
| Method in [32]Image=1, Kernel=12026.04 | 34.0847 | 94.64 | 96.72 | 88.39 | |
| Method in [30]Image=1, Kernel=12026.04 | 33.9744 | 94.4 | 96.49 | 88.57 | |
| Method in [32]Image=3, Kernel=12026.04 | 33.8982 | 95.44 | 96.9 | 88.41 | |
| Hybrid MCP-TV Deblurring ModelImage=3, Kernel=12026.04 | 33.8623 | 95.52 | 96.95 | 88.73 | |
| Method in [31]Image=3, Kernel=12026.04 | 33.6145 | 94.38 | 96.19 | 86.38 | |
| Method in [31]Image=1, Kernel=12026.04 | 33.3213 | 92.13 | 95.09 | 85.84 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=32026.04 | 33.2468 | 89.25 | 93.68 | 84.95 | |
| Method in [32]Image=1, Kernel=32026.04 | 33.1591 | 88.3 | 93.07 | 84.64 | |
| Method in [30]Image=3, Kernel=12026.04 | 32.8699 | 90.63 | 93.76 | 82.65 | |
| Method in [30]Image=1, Kernel=32026.04 | 32.836 | 84.87 | 91.14 | 82.91 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=Mean2026.04 | 32.7256 | 88.27 | 92.56 | 83.94 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=12026.04 | 32.6065 | 92.75 | 94.4 | 85.82 | |
| Method in [32]Image=2, Kernel=12026.04 | 32.5778 | 91.46 | 93.56 | 84.61 | |
| Method in [32]Image=1, Kernel=Mean2026.04 | 32.5246 | 85.83 | 91.17 | 82.5 | |
| Hybrid MCP-TV Deblurring ModelImage=3, Kernel=Mean2026.04 | 32.4695 | 89.35 | 92.73 | 83.44 | |
| Method in [30]Image=1, Kernel=Mean2026.04 | 32.4657 | 84.2 | 90.25 | 82.5 | |
| Hybrid MCP-TV Deblurring ModelImage=3, Kernel=32026.04 | 32.4632 | 88.26 | 92.24 | 81.76 | |
| Method in [31]Image=1, Kernel=32026.04 | 32.4375 | 80.54 | 88.61 | 81.22 | |
| Hybrid MCP-TV Deblurring ModelImage=4, Kernel=Mean2026.04 | 32.3444 | 82.91 | 88.95 | 83.37 | |
| Method in [31]Image=1, Kernel=Mean2026.04 | 32.2938 | 84.48 | 90.29 | 82.25 | |
| Method in [32]Image=3, Kernel=Mean2026.04 | 32.2896 | 86.47 | 90.87 | 80.65 | |
| Hybrid MCP-TV Deblurring ModelImage=Overall, Kernel=Mean2026.04 | 32.1557 | 82.86 | 88.61 | 81.95 | |
| Method in [31]Image=3, Kernel=Mean2026.04 | 32.1522 | 82.68 | 88.47 | 78.13 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=22026.04 | 32.0988 | 78.32 | 87.11 | 78.23 | |
| Method in [31]Image=4, Kernel=Mean2026.04 | 32.074 | 77.7 | 86.01 | 81.78 | |
| Method in [32]Image=4, Kernel=Mean2026.04 | 32.0153 | 80.53 | 87.73 | 82.52 | |
| Method in [32]Image=Overall, Kernel=Mean2026.04 | 31.9634 | 80.38 | 87.05 | 80.36 | |
| Method in [32]Image=1, Kernel=22026.04 | 31.9585 | 74.52 | 85.02 | 76.99 | |
| Method in [31]Image=3, Kernel=42026.04 | 31.9126 | 89.65 | 92.35 | 82.16 | |
| Method in [32]Image=3, Kernel=32026.04 | 31.8953 | 82.85 | 88.81 | 77.87 | |
| Method in [30]Image=1, Kernel=22026.04 | 31.8732 | 68.11 | 81.68 | 75.85 | |
| Method in [31]Image=1, Kernel=22026.04 | 31.864 | 74.04 | 84.63 | 77.33 | |
| Method in [31]Image=Overall, Kernel=Mean2026.04 | 31.8269 | 77.12 | 84.98 | 78.94 | |
| Method in [32]Image=3, Kernel=22026.04 | 31.7872 | 79.18 | 86.21 | 75.15 | |
| Method in [30]Image=3, Kernel=Mean2026.04 | 31.7867 | 80.49 | 87.07 | 76.52 | |
| Hybrid MCP-TV Deblurring ModelImage=3, Kernel=42026.04 | 31.7864 | 90.12 | 92.74 | 84.4 | |
| Hybrid MCP-TV Deblurring ModelImage=3, Kernel=22026.04 | 31.7661 | 83.53 | 88.99 | 78.88 | |
| Method in [31]Image=2, Kernel=12026.04 | 31.6891 | 82.99 | 87.5 | 78.03 | |
| Method in [31]Image=3, Kernel=32026.04 | 31.6511 | 77.05 | 85.05 | 72.97 | |
| Method in [30]Image=3, Kernel=32026.04 | 31.5949 | 78.48 | 85.87 | 73.76 | |
| Method in [32]Image=3, Kernel=42026.04 | 31.5777 | 88.44 | 91.56 | 81.17 | |
| Method in [31]Image=1, Kernel=42026.04 | 31.5524 | 91.19 | 92.81 | 84.6 | |
| Hybrid MCP-TV Deblurring ModelImage=4, Kernel=32026.04 | 31.5417 | 80.36 | 87.58 | 81.02 | |
| Method in [30]Image=Overall, Kernel=Mean2026.04 | 31.53 | 74.91 | 83.15 | 77.51 | |
| Hybrid MCP-TV Deblurring ModelImage=4, Kernel=42026.04 | 31.4478 | 83.49 | 88.56 | 82.47 | |
| Method in [32]Image=4, Kernel=32026.04 | 31.4443 | 78.91 | 87 | 80.51 | |
| Method in [31]Image=3, Kernel=22026.04 | 31.4307 | 69.67 | 80.3 | 71.02 | |
| Method in [30]Image=3, Kernel=42026.04 | 31.3626 | 86.27 | 90 | 79.41 | |
| Method in [30]Image=3, Kernel=22026.04 | 31.3196 | 66.6 | 78.68 | 70.26 | |
| Method in [32]Image=4, Kernel=42026.04 | 31.3079 | 81.21 | 87.73 | 80.83 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=42026.04 | 31.3074 | 90.57 | 92.53 | 83.72 | |
| Method in [30]Image=2, Kernel=12026.04 | 31.2466 | 74.54 | 82.06 | 73.63 | |
| Method in [30]Image=1, Kernel=42026.04 | 31.1792 | 89.43 | 91.7 | 82.65 | |
| Method in [30]Image=4, Kernel=Mean2026.04 | 31.178 | 71.15 | 80.39 | 78.16 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=Mean2026.04 | 31.0834 | 70.91 | 80.18 | 77.05 | |
| Method in [32]Image=2, Kernel=Mean2026.04 | 31.0241 | 68.7 | 78.43 | 75.75 | |
| Method in [31]Image=4, Kernel=32026.04 | 31.0039 | 74 | 83.66 | 78.96 | |
| Hybrid MCP-TV Deblurring ModelImage=4, Kernel=22026.04 | 30.9646 | 72.01 | 82.17 | 78.21 | |
| Method in [31]Image=4, Kernel=42026.04 | 30.9436 | 80.79 | 86.75 | 80.29 | |
| Method in [32]Image=1, Kernel=42026.04 | 30.8961 | 85.87 | 89.88 | 79.98 | |
| Method in [31]Image=2, Kernel=42026.04 | 30.8806 | 84.92 | 88.02 | 79.38 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=42026.04 | 30.808 | 87.74 | 89.79 | 79.17 | |
| Method in [30]Image=2, Kernel=42026.04 | 30.7992 | 88.16 | 89.88 | 81.18 | |
| Method in [31]Image=2, Kernel=Mean2026.04 | 30.7874 | 63.61 | 75.14 | 73.61 | |
| Method in [30]Image=2, Kernel=Mean2026.04 | 30.6896 | 63.8 | 74.88 | 72.87 | |
| Method in [32]Image=2, Kernel=42026.04 | 30.6572 | 86.94 | 88.87 | 80.21 | |
| Method in [30]Image=4, Kernel=32026.04 | 30.6522 | 68.1 | 80.11 | 76.3 | |
| Method in [32]Image=4, Kernel=22026.04 | 30.6186 | 66.53 | 78.94 | 77.17 | |
| Method in [31]Image=4, Kernel=22026.04 | 30.5067 | 59.26 | 75.52 | 75.16 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=22026.04 | 30.4681 | 51.45 | 68.12 | 71.18 | |
| Method in [32]Image=2, Kernel=22026.04 | 30.4562 | 48.72 | 65.51 | 70.05 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=32026.04 | 30.451 | 51.72 | 68.42 | 70.06 | |
| Method in [32]Image=2, Kernel=32026.04 | 30.4052 | 47.67 | 65.77 | 68.15 | |
| Method in [30]Image=2, Kernel=32026.04 | 30.3637 | 46.32 | 64.43 | 67.77 | |
| Method in [30]Image=2, Kernel=22026.04 | 30.3489 | 46.17 | 63.17 | 68.92 | |
| Method in [31]Image=2, Kernel=32026.04 | 30.337 | 44.44 | 64.14 | 68 | |
| Method in [30]Image=4, Kernel=22026.04 | 30.2999 | 59.33 | 74.63 | 74.56 | |
| Method in [31]Image=2, Kernel=22026.04 | 30.243 | 42.08 | 60.92 | 69.03 | |
| Method in [30]Image=4, Kernel=42026.04 | 29.0565 | 61.53 | 69.48 | 70.39 |