Table 4 Performance of our proposed method using KTH-TIPS 2a
From: Adaptive local binary pattern with oriented standard deviation (ALBPS) for texture classification
Descriptor | Accuracy | |
|---|---|---|
Proposed texture descriptors | WCF+ALBPS16 | 92.36 |
WCF+LBP16 | 92.14 | |
WCF+ALBP16 | 91.35 | |
ALBPS16 | 84.21 | |
LBP16 | 82.69 | |
ALBPS8 | 82.53 | |
ALBP16 | 82.23 | |
LBP8 | 79.42 | |
ALBP8 | 76.64 | |
Previous works on KTH-TIPS 2a | Sharma et al. | 73.00 |
Caputo et al. | 71.00 | |
Chen et al. | 64.70 |