Image Denoising on Images noise level 25
0.006Runtime (s)IRCNN
Evaluation results
| Method | Links | |
|---|---|---|
| IRCNNSize=256x256, Device=GPU, Number of feature maps=242017.04 | 0.006 | |
| TNRDSize=256x256, Device=GPU2017.04 | 0.01 | |
| IRCNNSize=256x256, Device=GPU, Number of feature maps=642017.04 | 0.012 | |
| IRCNNSize=512x512, Device=GPU, Number of feature maps=242017.04 | 0.016 | |
| TNRDSize=512x512, Device=GPU2017.04 | 0.032 | |
| IRCNNSize=512x512, Device=GPU, Number of feature maps=642017.04 | 0.038 | |
| IRCNNSize=1024x1024, Device=GPU, Number of feature maps=242017.04 | 0.059 | |
| IRCNNSize=256x256, Device=CPU, Number of feature maps=242017.04 | 0.1 | |
| TNRDSize=1024x1024, Device=GPU2017.04 | 0.116 | |
| IRCNNSize=1024x1024, Device=GPU, Number of feature maps=642017.04 | 0.146 | |
| IRCNNSize=256x256, Device=CPU, Number of feature maps=642017.04 | 0.31 | |
| IRCNNSize=512x512, Device=CPU, Number of feature maps=242017.04 | 0.39 | |
| TNRDSize=256x256, Device=CPU2017.04 | 0.47 | |
| BM3DSize=256x256, Device=CPU2017.04 | 0.66 | |
| IRCNNSize=512x512, Device=CPU, Number of feature maps=642017.04 | 1.24 | |
| TNRDSize=512x512, Device=CPU2017.04 | 1.33 | |
| IRCNNSize=1024x1024, Device=CPU, Number of feature maps=242017.04 | 1.6 | |
| BM3DSize=512x512, Device=CPU2017.04 | 2.91 | |
| TNRDSize=1024x1024, Device=CPU2017.04 | 4.61 | |
| IRCNNSize=1024x1024, Device=CPU, Number of feature maps=642017.04 | 4.65 | |
| BM3DSize=1024x1024, Device=CPU2017.04 | 11.89 |