From: Fault diagnosis of induction motors utilizing local binary pattern-based texture analysis
Feature extraction operator | Classification accuracy (%) at different SNRs (dB) | |||||||
---|---|---|---|---|---|---|---|---|
 | 40 | 35 | 30 | 25 | 20 | 15 | 10 | 5 |
LBP8,1 | 100 | 100 | 100 | 100 | 100 | 100 | 89.5833 | 84.375 |
LBP8,1 ri | 100 | 100 | 100 | 98.9583 | 94.7917 | 89.5833 | 81.25 | 52.0833 |
LBP8,1 riu 2 | 100 | 100 | 98.9583 | 89.5833 | 81.25 | 76.0417 | 72.9167 | 53.125 |
CLBP_S 8,1_M 8,1 | 100 | 100 | 100 | 100 | 100 | 100 | 88.5417 | 69.7917 |
CLBP_S 8,1 ri_M 8,1 ri | 100 | 100 | 100 | 100 | 100 | 100 | 78.125 | 50 |
CLBP_S 8,1 riu 2_M 8,1 riu 2 | 100 | 100 | 100 | 100 | 93.75 | 87.5 | 85.4167 | 41.6667 |