Cijun Li, Yunpeng Liu. Abnormal Driving Behavior Detection Based on Covariance Manifold and LogitBoost[J]. Laser & Optoelectronics Progress, 2018, 55(11): 111503
- Laser & Optoelectronics Progress
- Vol. 55, Issue 11, 111503 (2018)
Fig. 1. Region division sample
Fig. 2. Unified distribution mapping in tangent space
Fig. 3. Effect of basic feature selection on recognition rate
Fig. 4. Effect of region division on recognition rate
Fig. 5. Effect of regression tree parameter minleaf on recognitino rate
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Table 1. One-against-one binary classifiers
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Table 2. One-against-all binary classifiers
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Table 3. Performance comparison among traditional LogitBoost classifier and LogitBoost classifier based on binary classifiers
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Table 4. Recognition accuracy of different methods
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Table 5. Recognition accuracy of different methods for the same targets
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