Retinal Image Registration on IR-OCT-OCTA All pairs
100Success Rate (ME <= 7)Manual
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Manual2022.07 | 100 | 100 | — | — | — | |
| KPVSA-Net2022.07 | 98.3 | 95 | — | — | — | |
| SuperPoint* + SuperGlue*Fine-tuned on synthetic augmented dataset=true2022.07 | 97.8 | 92.8 | — | — | — | |
| SuperPoint + SuperGlueFine-tuned on synthetic augmented dataset=true2022.07 | 88.9 | 86.1 | — | — | — | |
| RCNDescriptor dimension=512-D2022.07 | 86.7 | 61.7 | — | — | — | |
| GLAMpointsFine-tuned on synthetic augmented dataset=true2022.07 | 67.2 | 40.6 | — | — | — | |
| SuperPointFine-tuned on synthetic augmented dataset=true2022.07 | 53.9 | 43.9 | — | — | — | |
| UNet+RootSIFT2022.07 | 33.3 | 26.7 | — | — | — | |
| Before Registration2022.07 | 10 | 8.9 | — | — | — |