Guided Depth Super-resolution on DIML x4 upsampling
1.68MSELearning Graph Regularisation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Learning Graph RegularisationUpsampling factor=x4, Feature extractor=UResNet-502022.03 | 1.68 | 0.2 | |
| MSG-NetUpsampling factor=x42022.03 | 1.73 | 0.22 | |
| FDKNUpsampling factor=x42022.03 | 2.2 | 0.23 | |
| FDSRUpsampling factor=x42022.03 | 2.75 | 0.29 | |
| PMBANetUpsampling factor=x42022.03 | 3.05 | 0.31 | |
| DKNUpsampling factor=x42022.03 | 3.47 | 0.33 | |
| Learning Graph RegularisationUpsampling factor=x4, Feature extractor=Colour2022.03 | 7.02 | 0.35 | |
| SD filterUpsampling factor=x42022.03 | 10.5 | 0.4 | |
| PixtransformUpsampling factor=x42022.03 | 20.7 | 1.15 | |
| GFUpsampling factor=x42022.03 | 25.6 | 1.45 |