Retinal Image Registration on IR-OCT-OCTA IR-OCTA pair
100Success Rate (ME <= 7)Manual
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Manual2022.07 | 100 | 100 | |
| KPVSA-Net2022.07 | 98.3 | 93.3 | |
| SuperPoint* + SuperGlue*Fine-tuned on synthetic augmented dataset=true2022.07 | 93.3 | 88.3 | |
| RCNDescriptor dimension=512-D2022.07 | 81.7 | 46.7 | |
| SuperPoint + SuperGlueFine-tuned on synthetic augmented dataset=true2022.07 | 80 | 78.3 | |
| GLAMpointsFine-tuned on synthetic augmented dataset=true2022.07 | 61.7 | 25 | |
| SuperPointFine-tuned on synthetic augmented dataset=true2022.07 | 26.7 | 21.7 | |
| UNet+RootSIFT2022.07 | 13.3 | 8.3 | |
| Before Registration2022.07 | 0 | 0 |