Title :
Combination of RFID and face recognition for access control system
Author :
Chuan-Yu Chang ; Jyun-Jie Liao
Author_Institution :
Nat. Yunlin Univ. of Sci. & Technol., Yunlin, Taiwan
Abstract :
In this paper, the Radio-frequency identification (RFID) technology and face recognition are integrated for access control system. A rapid face detection scheme which using a set of rotated haar-like features is adopted for face detection. A normalization process is then applied to adjust the detected faces. The speeded up robust features (SURF) algorithm is used for registering the detected face and the stored face image. The complex wavelet structural similarity is finally used for face authentication. Experimental results show that the proposed method achieves high recognition rate. The proposed method had operated in a multinational enterprise well with high satisfaction, which makes the security stronger and reliable.
Keywords :
authorisation; face recognition; feature extraction; image registration; object detection; radiofrequency identification; wavelet transforms; RFID technology; SURF algorithm; access control system; complex wavelet structural similarity; detected face image; face authentication; face recognition; image registration; normalization process; radiofrequency identification; rapid face detection scheme; rotated Haar-like features; speeded up robust features; stored face image; Access control; Face; Face detection; Face recognition; Feature extraction; Radiofrequency identification; Robustness;
Conference_Titel :
Consumer Electronics - Taiwan (ICCE-TW), 2015 IEEE International Conference on
Conference_Location :
Taipei
DOI :
10.1109/ICCE-TW.2015.7217004