Research Article
Robust Detection Model of Vascular Landmarks for Retinal Image Registration: A Two-Stage Convolutional Neural Network
Table 5
Comparison of the fundus image registration performance on FIRE database.
| Method | Classes of FIRE data | S | P | A |
| SIFT [13] | 0.967 | 0.411 | 0.534 | SURF [50] | 0.978 | 0.384 | 0.422 | GDB-ICP [51] | 0.814 | 0.303 | 0.303 | Harris-PIIFD [3] | 0.900 | 0.090 | 0.443 | H-M 16 [52] | 0.945 | 0.443 | 0.577 | REMPE [53] | 0.958 | 0.542 | 0.660 | Proposed method | 0.988 | 0.511 | 0.803 |
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