From: Fault diagnosis of induction motors utilizing local binary pattern-based texture analysis
Feature extraction operator | Total number of features | Execution time (ms) | |||
---|---|---|---|---|---|
 |  | Signal-to-image conversion | Feature extraction | Classification by SVM (testing) | Total |
LBP8,1 | 768 | 0.3794 | 1.3011 | 0.6417 | 2.3222 |
| 177 | 0.3794 | 1.7708 | 0.4564 | 2.6066 |
| 108 | 0.3794 | 1.7552 | 0.4236 | 2.5582 |
| 30 | 0.3794 | 1.7615 | 0.3694 | 2.5103 |
CLBP_S 8,1_M 8,1 | 1,536 | 0.3794 | 2.414 | 0.8969 | 3.6903 |
| 354 | 0.3794 | 3.0829 | 0.5161 | 3.9783 |
| 216 | 0.3794 | 2.9966 | 0.4583 | 3.8342 |
| 60 | 0.3794 | 2.9794 | 0.4077 | 3.7664 |