Title :
An Effective Face Detection Algorithm in Identify Authentication of Information System
Author :
Lang, Liying ; Gu, Weiwei
Author_Institution :
Coll. of Inf. & Electr. Eng., Hebei Univ. of Eng., Handan, China
Abstract :
In recent years, face recognition has become a new research in the identity authentication with the in-depth study of the research of face recognition. The face recognition has two parts, including the face detection and localization, and feature extraction and recognition. In this paper, a face detection algorithm based on the AdaBoost was presented, which can be enhanced several dozens times of its training speed.
Keywords :
face recognition; feature extraction; security of data; AdaBoost; face detection algorithm; face localization; face recognition; feature extraction; identity authentication; information system authentication; Authentication; Biometrics; Boosting; Educational institutions; Electronic commerce; Face detection; Face recognition; Information systems; Iterative algorithms; Machine learning algorithms; AdaBoost; face detection; identity authentication; rectangle feature; weak classifier;
Conference_Titel :
Information Engineering and Electronic Commerce, 2009. IEEC '09. International Symposium on
Conference_Location :
Ternopil
Print_ISBN :
978-0-7695-3686-6
DOI :
10.1109/IEEC.2009.97
