Guided Depth Super-resolution on NYU x8 upsampling v2
19.6MSELearning Graph Regularisation
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Learning Graph RegularisationUpsampling factor=x8, Feature extractor=UResNet-502022.03 | 19.6 | 1.42 | |
| MSG-NetUpsampling factor=x82022.03 | 24.1 | 1.66 | |
| DKNUpsampling factor=x82022.03 | 29.8 | 1.82 | |
| FDKNUpsampling factor=x82022.03 | 29.9 | 1.8 | |
| PMBANetUpsampling factor=x82022.03 | 31.5 | 1.79 | |
| FDSRUpsampling factor=x82022.03 | 35.4 | 1.96 | |
| Learning Graph RegularisationUpsampling factor=x8, Feature extractor=Colour2022.03 | 68.4 | 2.3 | |
| SD filterUpsampling factor=x82022.03 | 105 | 2.57 | |
| PixtransformUpsampling factor=x82022.03 | 122 | 3.86 | |
| GFUpsampling factor=x82022.03 | 142 | 4.47 |