Guided Depth Super-resolution on Middlebury x8 upsampling
7.26MSELearning Graph Regularisation
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Learning Graph RegularisationUpsampling factor=x8, Feature extractor=UResNet-502022.03 | 7.26 | 0.24 | |
| PMBANetUpsampling factor=x82022.03 | 9.48 | 0.38 | |
| FDKNUpsampling factor=x82022.03 | 10.4 | 0.37 | |
| MSG-NetUpsampling factor=x82022.03 | 10.5 | 0.43 | |
| DKNUpsampling factor=x82022.03 | 11.2 | 0.38 | |
| FDSRUpsampling factor=x82022.03 | 23.2 | 0.69 | |
| PixtransformUpsampling factor=x82022.03 | 32.7 | 0.82 | |
| GFUpsampling factor=x82022.03 | 40.5 | 1.49 | |
| Learning Graph RegularisationUpsampling factor=x8, Feature extractor=Colour2022.03 | 68.3 | 0.83 | |
| SD filterUpsampling factor=x82022.03 | 82.5 | 0.86 |