Research Article
Recognition of Fetal Facial Ultrasound Standard Plane Based on Texture Feature Fusion
Table 4
Comparative experimental results of different (
, ) values of LBP (texture feature: LBP + HOG, classifier: SVM).
| | (, ) | AVG-Pre (%) | AVG-Re (%) | AVG- (%) | Accuracy (%) |
| | (8, 1) | 94.27 (±3.17) | 93.88 (±3.29) | 94.03 (±3.27) | 94.67 (±2.64) | | (16, 2) | 93.72 (±2.52) | 93.40 (±2.37) | 93.52 (±2.44) | 94.20 (±1.95) | | (24, 3) | 92.37 (±2.20) | 91.98 (±1.68) | 92.11 (±1.81) | 93.04 (±1.58) | | 94.07 (±2.08) | 93.60 (±2.17) | 93.77 (±2.18) | 94.52 (±1.63) | | 93.90 (±2.92) | 93.64 (±2.77) | 93.74 (±2.82) | 94.44 (±2.52) | | 93.52 (±2.35) | 93.23 (±1.98) | 93.31 (±2.16) | 94.13 (±1.64) |
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