From: Adaptive local binary pattern with oriented standard deviation (ALBPS) for texture classification
Global texture descriptors | Local texture descriptors | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
WCF13 | WCF4 | Statistical | Legendre | Flusser | Zernike | Hu | ALBP16 | ALBP8 | LBP8 | LBP16 | |
F score | 0.800 | 0.795 | 0.783 | 0.780 | 0.739 | 0.736 | 0.720 | 0.737 | 0.683 | 0.674 | 0.603 |
Precision(%) | 80.43 | 79.54 | 78.72 | 71.00 | 75.58 | 71.38 | 66.24 | 73.26 | 67.47 | 67.05 | 60.00 |
Recall(%) | 79.57 | 79.54 | 78.10 | 86.59 | 72.65 | 76.29 | 78.76 | 74.12 | 69.14 | 67.82 | 60.67 |
Accuracy(%) | 76.88 | 76.75 | 75.69 | 75.00 | 70.88 | 70.19 | 65.44 | 71.88 | 67.50 | 64.38 | 55.63 |