TY - GEN
T1 - Video gender recognition using temporal coherent face descriptor
AU - Wang, Wei Cheng
AU - Hsu, Ru Yun
AU - Huang, Chun Rong
AU - Syu, Li You
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/8/3
Y1 - 2015/8/3
N2 - In this paper, we propose a new temporal coherent face descriptor for video gender recognition. The proposed face descriptor is constructed from detected faces of continuous video frames. Because it describes detected faces under variant changes in continuous video frames and provides a unified feature description, face normalization and alignment processes can be avoided during gender recognition. Based on the face descriptor, a support vector machine classifier is applied to identify the gender of the subject in the videos. As shown in the experiments, our method not only achieves better results compared to the state-of-the-art methods but also the real-time performance for video processing.
AB - In this paper, we propose a new temporal coherent face descriptor for video gender recognition. The proposed face descriptor is constructed from detected faces of continuous video frames. Because it describes detected faces under variant changes in continuous video frames and provides a unified feature description, face normalization and alignment processes can be avoided during gender recognition. Based on the face descriptor, a support vector machine classifier is applied to identify the gender of the subject in the videos. As shown in the experiments, our method not only achieves better results compared to the state-of-the-art methods but also the real-time performance for video processing.
UR - http://www.scopus.com/inward/record.url?scp=84947080860&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84947080860&partnerID=8YFLogxK
U2 - 10.1109/SNPD.2015.7176186
DO - 10.1109/SNPD.2015.7176186
M3 - Conference contribution
AN - SCOPUS:84947080860
T3 - 2015 IEEE/ACIS 16th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2015 - Proceedings
BT - 2015 IEEE/ACIS 16th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2015 - Proceedings
A2 - Saisho, Keizo
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 16th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD 2015
Y2 - 1 June 2015 through 3 June 2015
ER -