Guided Depth Super-resolution on NYU x4 upsampling v2
6.45MSELearning Graph Regularisation
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Learning Graph RegularisationUpsampling factor=x4, Feature extractor=UResNet-502022.03 | 6.45 | 0.73 | |
| MSG-NetUpsampling factor=x42022.03 | 6.85 | 0.81 | |
| FDKNUpsampling factor=x42022.03 | 8.07 | 0.85 | |
| FDSRUpsampling factor=x42022.03 | 10.5 | 0.94 | |
| PMBANetUpsampling factor=x42022.03 | 10.8 | 0.93 | |
| DKNUpsampling factor=x42022.03 | 11.4 | 1.03 | |
| Learning Graph RegularisationUpsampling factor=x4, Feature extractor=Colour2022.03 | 19 | 1.11 | |
| SD filterUpsampling factor=x42022.03 | 36 | 1.31 | |
| PixtransformUpsampling factor=x42022.03 | 112 | 3.61 | |
| GFUpsampling factor=x42022.03 | 114 | 3.91 |