Guided Depth Super-resolution on NYUv2 x16 upsampling
67.5MSELearning Graph Regularisation
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Learning Graph RegularisationUpsampling factor=x16, Feature extractor=UResNet-502022.03 | 67.5 | 2.9 | |
| MSG-NetUpsampling factor=x162022.03 | 84.5 | 3.35 | |
| PMBANetUpsampling factor=x162022.03 | 84.9 | 3.26 | |
| FDKNUpsampling factor=x162022.03 | 113 | 3.95 | |
| DKNUpsampling factor=x162022.03 | 115 | 4.01 | |
| FDSRUpsampling factor=x162022.03 | 179 | 4.68 | |
| PixtransformUpsampling factor=x162022.03 | 219 | 5.4 | |
| GFUpsampling factor=x162022.03 | 249 | 6.34 | |
| Learning Graph RegularisationUpsampling factor=x16, Feature extractor=Colour2022.03 | 264 | 4.56 | |
| SD filterUpsampling factor=x162022.03 | 533 | 5.07 |