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Comparison of the original LBPs with other variations of LBPs: rotationally invariant LBP, LTP, and LDP.
| LBP Variant | Average Performance for WCE | Average Performance for Colonoscopy | ||||||
|---|---|---|---|---|---|---|---|---|
| P | R | S | A | P | R | S | A | |
| Original local binary pattern (LBP) | 81.1 | 83.1 | 95.3 | 94.7 | 81.6 | 92.5 | 93.9 | 92.8 |
| Rotationally invariant LBP | 78.1 | 75.7 | 93.7 | 93.5 | 81.1 | 91.1 | 93.2 | 91.5 |
| Local ternary pattern (LTP) | 75.2 | 77.5 | 86.1 | 83.7 | 78.8 | 87.8 | 88.2 | 89.8 |
| Local derivative pattern (LDP) | 57.8 | 55.6 | 82.3 | 76.4 | 68.7 | 71.6 | 84.2 | 81.7 |
