Jiao Yao, Fengqin Yu. Pedestrian Detection Based on Combination of Candidate Region Location and HOG-CLBP Features[J]. Laser & Optoelectronics Progress, 2021, 58(2): 0210015
- Laser & Optoelectronics Progress
- Vol. 58, Issue 2, 0210015 (2021)
Fig. 1. Flow chart of proposed algorithm
Fig. 2. Candidate region windows generated by different methods. (a) Selective search strategy; (b) restriction of aspect ratio
Fig. 3. Recognition rate and time of PCA-HOG in different dimensions. (a) Identification rate; (b) time
Fig. 4. Recognition rate and time of PCA-CLBP in different dimensions. (a) Identification rate; (b) time
Fig. 5. Comparison of DET curves of different algorithms
Fig. 6. Detection results of proposed algorithm on some images
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Table 1. Recognition rate and recognition speed of PCA-HOG in different dimensions
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Table 2. Recognition rate and recognition speed of PCA-CLBP in different dimensions
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Table 3. Recognition rate and recognition speed of different algorithms
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