Table 2.
Test parameters, test methods, and parameter settings used in the experiment.
| Method | Detection | Description | Matching | Description Size | Error Threshold | Optimization |
|---|---|---|---|---|---|---|
| SIFT | DOG | SIFT | Euclidean | 128-dimensional | 3 pixels | RANSAC |
| SURF | Hessian | SURF | Euclidean | 64-dimensional | 3 pixels | RANSAC |
| BRIEF | FAST | BRIEF | Hamming | 32 bytes | 3 pixels | RANSAC |
| BRISK | BRISK | BRISK | Hamming | 64 bytes | 3 pixels | RANSAC |
| FREAK | Harris | FREAK | Hamming | 64 bytes | 3 pixels | RANSAC |
| LDB | FAST | LDB | Hamming | 32 bytes | 3 pixels | RANSAC |
| ORB | FAST | ORB | Hamming | 32 bytes | 3 pixels | RANSAC |
| ORB-TPLGD | FAST | ORB-TPLGD | Hamming | 64 bytes | 3 pixels | RANSAC |