TY - GEN
T1 - Dynamic facial expression recognition using local patch and LBP-TOP
AU - Wang, Yiming
AU - Yu, Hui
AU - Stevens, Brett
AU - Liu, Honghai
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/7/28
Y1 - 2015/7/28
N2 - Local binary pattern on three orthogonal planes (LBP-TOP) is one of the most popular method for dynamic texture analysis and has been successfully applied to facial expression analysis. Yet an effective LBP-TOP operator highly relies on preprocessing. And, like many appearance-based approaches, this approach reserves more identity-related cues rather than expression. In this work, we propose a fully automatic approach for facial expression recognition based on points registration, localized patch extraction and LBP-TOP feature representation. The efficiency of this method is evaluated on CK+ database. Results show that the proposed method has achieved a better performance compared with existing methods.
AB - Local binary pattern on three orthogonal planes (LBP-TOP) is one of the most popular method for dynamic texture analysis and has been successfully applied to facial expression analysis. Yet an effective LBP-TOP operator highly relies on preprocessing. And, like many appearance-based approaches, this approach reserves more identity-related cues rather than expression. In this work, we propose a fully automatic approach for facial expression recognition based on points registration, localized patch extraction and LBP-TOP feature representation. The efficiency of this method is evaluated on CK+ database. Results show that the proposed method has achieved a better performance compared with existing methods.
UR - https://www.scopus.com/pages/publications/84945949106
U2 - 10.1109/HSI.2015.7170694
DO - 10.1109/HSI.2015.7170694
M3 - 会议稿件
AN - SCOPUS:84945949106
T3 - Proceedings - 2015 8th International Conference on Human System Interaction, HSI 2015
SP - 362
EP - 367
BT - Proceedings - 2015 8th International Conference on Human System Interaction, HSI 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 8th International Conference on Human System Interaction, HSI 2015
Y2 - 25 June 2015 through 27 June 2015
ER -