Retinal Image Registration on IR-OCT-OCTA IR-OCT pair
100Success Rate (ME <= 7)Manual
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Manual2022.07 | 100 | 100 | |
| SuperPoint* + SuperGlue*Fine-tuned on synthetic augmented dataset=true2022.07 | 100 | 90 | |
| Manual2022.07 | 100 | 100 | |
| GLAMpointsFine-tuned on synthetic augmented dataset=true2022.07 | 100 | 85 | |
| SuperPointFine-tuned on synthetic augmented dataset=true2022.07 | 100 | 93.3 | |
| RCNDescriptor dimension=512-D2022.07 | 100 | 96.7 | |
| SuperPoint + SuperGlueFine-tuned on synthetic augmented dataset=true2022.07 | 100 | 100 | |
| SuperPoint* + SuperGlue*Fine-tuned on synthetic augmented dataset=true2022.07 | 100 | 100 | |
| KPVSA-Net2022.07 | 100 | 100 | |
| KPVSA-Net2022.07 | 96.7 | 91.7 | |
| SuperPoint + SuperGlueFine-tuned on synthetic augmented dataset=true2022.07 | 86.7 | 80 | |
| RCNDescriptor dimension=512-D2022.07 | 78.3 | 41.7 | |
| UNet+RootSIFT2022.07 | 73.3 | 65 | |
| GLAMpointsFine-tuned on synthetic augmented dataset=true2022.07 | 40 | 11.7 | |
| SuperPointFine-tuned on synthetic augmented dataset=true2022.07 | 35 | 16.7 | |
| Before Registration2022.07 | 30 | 26.7 | |
| UNet+RootSIFT2022.07 | 13.3 | 6.7 | |
| Before Registration2022.07 | 0 | 0 |