Image Deblurring on Köhler Dataset
36.5285PSNRHybrid MCP-TV Deblurring Model
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=32026.04 | 36.5285 | 0.995 | |
| Method in [34]Image=1, Kernel=32026.04 | 36.069 | 0.9951 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=32026.04 | 36.0432 | 0.9924 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=22026.04 | 36.0399 | 0.9917 | |
| Method in [35]Image=1, Kernel=22026.04 | 35.9625 | 0.9915 | |
| Method in [34]Image=1, Kernel=22026.04 | 35.9196 | 0.9932 | |
| Method in [8]Image=1, Kernel=42026.04 | 35.8407 | 0.9903 | |
| Method in [35]Image=2, Kernel=32026.04 | 35.8236 | 0.9893 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=42026.04 | 35.807 | 0.9912 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=Mean2026.04 | 35.7583 | 0.9918 | |
| Method in [8]Image=1, Kernel=32026.04 | 35.6438 | 0.9906 | |
| Method in [34]Image=1, Kernel=42026.04 | 35.58 | 0.9146 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=12026.04 | 35.5439 | 0.9916 | |
| Method in [8]Image=2, Kernel=32026.04 | 35.4594 | 0.984 | |
| Method in [35]Image=1, Kernel=32026.04 | 35.2929 | 0.9902 | |
| Hybrid MCP-TV Deblurring ModelImage=Overall Mean2026.04 | 35.1981 | 0.9889 | |
| Method in [35]Image=1, Kernel=42026.04 | 34.9426 | 0.9902 | |
| Hybrid MCP-TV Deblurring ModelImage=1, Kernel=52026.04 | 34.8722 | 0.9894 | |
| Method in [8]Image=1, Kernel=Mean2026.04 | 34.8648 | 0.9896 | |
| Method in [35]Image=1, Kernel=Mean2026.04 | 34.7889 | 0.9893 | |
| Method in [8]Image=2, Kernel=22026.04 | 34.7389 | 0.9871 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=42026.04 | 34.737 | 0.9863 | |
| Method in [8]Image=1, Kernel=12026.04 | 34.7143 | 0.9893 | |
| Method in [35]Image=2, Kernel=22026.04 | 34.7089 | 0.9892 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=Mean2026.04 | 34.6379 | 0.986 | |
| Method in [35]Image=Overall Mean2026.04 | 34.627 | 0.9761 | |
| Method in [8]Image=Overall Mean2026.04 | 34.5774 | 0.9749 | |
| Method in [35]Image=2, Kernel=Mean2026.04 | 34.4651 | 0.9628 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=12026.04 | 34.3221 | 0.9844 | |
| Method in [8]Image=2, Kernel=Mean2026.04 | 34.2899 | 0.9601 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=22026.04 | 34.2787 | 0.9874 | |
| Method in [8]Image=1, Kernel=52026.04 | 34.1631 | 0.9875 | |
| Method in [35]Image=1, Kernel=12026.04 | 34.1015 | 0.987 | |
| Method in [35]Image=2, Kernel=12026.04 | 34.0399 | 0.979 | |
| Method in [8]Image=2, Kernel=12026.04 | 34.0274 | 0.9812 | |
| Method in [8]Image=1, Kernel=22026.04 | 33.9623 | 0.9903 | |
| Method in [35]Image=2, Kernel=52026.04 | 33.9614 | 0.9793 | |
| Method in [34]Image=2, Kernel=22026.04 | 33.9595 | 0.9859 | |
| Hybrid MCP-TV Deblurring ModelImage=2, Kernel=52026.04 | 33.8085 | 0.9795 | |
| Method in [35]Image=2, Kernel=42026.04 | 33.7918 | 0.9771 | |
| Method in [8]Image=2, Kernel=42026.04 | 33.6904 | 0.971 | |
| Method in [35]Image=1, Kernel=52026.04 | 33.6451 | 0.9874 | |
| Method in [8]Image=2, Kernel=52026.04 | 33.5332 | 0.9771 | |
| Method in [34]Image=2, Kernel=42026.04 | 33.4376 | 0.9746 | |
| Method in [34]Image=1, Kernel=Mean2026.04 | 33.358 | 0.9338 | |
| Method in [34]Image=Overall Mean2026.04 | 32.5298 | 0.9263 | |
| Method in [34]Image=2, Kernel=32026.04 | 32.3845 | 0.9515 | |
| Method in [34]Image=2, Kernel=Mean2026.04 | 31.7015 | 0.9187 | |
| Method in [34]Image=2, Kernel=12026.04 | 30.0203 | 0.8647 | |
| Method in [34]Image=1, Kernel=12026.04 | 29.6814 | 0.8864 | |
| Method in [34]Image=1, Kernel=52026.04 | 29.5398 | 0.8797 | |
| Method in [34]Image=2, Kernel=52026.04 | 28.7057 | 0.8168 | |
| Xu et al.2017.11 | 27.47 | 0.811 | |
| Whyte et al.2017.11 | 27.03 | 0.809 | |
| SRN-DeblurNetTime=1.6s2018.02 | 26.8 | 0.8375 | |
| Nah et al.Time=3.09 s2018.02 | 26.48 | 0.8079 | |
| Nah et al.2017.11 | 26.48 | 0.807 | |
| DeblurGANtraining_data=WILD2017.11 | 26.1 | 0.816 | |
| DeblurGANtraining_data=Comb2017.11 | 25.86 | 0.802 | |
| DeblurGANtraining_data=Synth2017.11 | 25.67 | 0.792 | |
| Sun et al.Time=20 min2018.02 | 25.22 | 0.7735 | |
| Sun et al.2017.11 | 25.22 | 0.773 | |
| Kim et al.Time=1 hr2018.02 | 24.68 | 0.7937 |