Face Recognition Based on Feature Fusion
Zhi-Ming Qian, Haifei Qin, Xiaoqing Liu, Yongchao Zhao
Available Online June 2015.
- https://doi.org/10.2991/icecee-15.2015.166How to use a DOI?
- Face recognition; Local feature; Gabor transform; Global feature.
- A face recognition method based on local feature and global feature is presented. Firstly, local feature of the face are extracted by Gabor wavelet transformation. Then, principal component analysis (PCA) is used to extract the global feature of the face. Finally, these features are integrated as the general features and the final result is given. The experiment shows that the performance of the proposed method is superior to the method based the single feature.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Zhi-Ming Qian AU - Haifei Qin AU - Xiaoqing Liu AU - Yongchao Zhao PY - 2015/06 DA - 2015/06 TI - Face Recognition Based on Feature Fusion BT - 2015 2nd International Conference on Electrical, Computer Engineering and Electronics PB - Atlantis Press SP - 863 EP - 866 SN - 2352-538X UR - https://doi.org/10.2991/icecee-15.2015.166 DO - https://doi.org/10.2991/icecee-15.2015.166 ID - Qian2015/06 ER -