Guided Depth Super-resolution on DIML x8 upsampling
3.51MSELearning Graph Regularisation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Learning Graph RegularisationUpsampling factor=x8, Feature extractor=UResNet-502022.03 | 3.51 | 0.31 | |
| MSG-NetUpsampling factor=x82022.03 | 4.13 | 0.4 | |
| DKNUpsampling factor=x82022.03 | 5.47 | 0.45 | |
| PMBANetUpsampling factor=x82022.03 | 5.87 | 0.47 | |
| FDKNUpsampling factor=x82022.03 | 5.95 | 0.47 | |
| FDSRUpsampling factor=x82022.03 | 8.4 | 0.66 | |
| Learning Graph RegularisationUpsampling factor=x8, Feature extractor=Colour2022.03 | 15.2 | 0.67 | |
| PixtransformUpsampling factor=x82022.03 | 23 | 1.26 | |
| GFUpsampling factor=x82022.03 | 34.1 | 1.77 | |
| SD filterUpsampling factor=x82022.03 | 44.9 | 0.83 |