Guided Depth Super-resolution on Middlebury x4 upsampling
3.04MSELearning Graph Regularisation
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Learning Graph RegularisationUpsampling factor=x4, Feature extractor=UResNet-502022.03 | 3.04 | 0.13 | |
| FDKNUpsampling factor=x42022.03 | 3.6 | 0.16 | |
| MSG-NetUpsampling factor=x42022.03 | 4.13 | 0.22 | |
| DKNUpsampling factor=x42022.03 | 4.29 | 0.18 | |
| PMBANetUpsampling factor=x42022.03 | 4.72 | 0.25 | |
| FDSRUpsampling factor=x42022.03 | 7.72 | 0.35 | |
| Learning Graph RegularisationUpsampling factor=x4, Feature extractor=Colour2022.03 | 14.8 | 0.42 | |
| SD filterUpsampling factor=x42022.03 | 24.9 | 0.46 | |
| GFUpsampling factor=x42022.03 | 33.3 | 1.27 | |
| PixtransformUpsampling factor=x42022.03 | 39.8 | 0.79 |