Xiaoping Wu, Yepeng Guan. Multi-Pose Face Recognition Based on Facial Landmarks and Incremental Clustering[J]. Laser & Optoelectronics Progress, 2019, 56(14): 141002
- Laser & Optoelectronics Progress
- Vol. 56, Issue 14, 141002 (2019)
Fig. 1. Framework of face landmark location based on LCCDN model
Fig. 2. Structural diagram of LSTM global network
Fig. 3. Descent curves of CNN loss functions in different face regions
Fig. 4. Classification performance of multi-pose face recognition under different Smax. (a) TPR; (b) FPR
Fig. 5. Examples of some clips in surveillance video dataset
Fig. 6. Qualitative results of facial landmark location based on LCCDN with various poses
Fig. 7. Accuracies of different face recognition methods with various poses
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Table 1. Structure of shallow CNN
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Table 2. Experimental comparison of different facial landmark location methods
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Table 3. Experimental comparison of multi-pose face recognition based on different face orientation descriptors
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Table 4. Experimental comparison of multi-pose face recognition based on different clustering methods
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Table 5. Experimental comparison of different face recognition methods
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