1. The Adaboost Algorithm Applied in ATM Automatic Identification System
- Author
-
Yao Yu Zhang and Ming Hui Zhang
- Subjects
Automatic Identification System ,business.industry ,Computer science ,General Engineering ,Facial recognition system ,Adaboost algorithm ,law.invention ,Object-class detection ,law ,Face (geometry) ,Viola–Jones object detection framework ,Computer vision ,Artificial intelligence ,business ,Face detection - Abstract
Seeing that human face features are unique, an increasing number of face recognition algorithms on existing ATM are proposed. Since face detection is a primary link of face recognition, our system adopts AdaBoost algorithm which is based on face detection. Experiment results demonstrated that the computing time of face detection using this algorithm is about 70ms, and the single and multiple human faces can be effectively measured under well environment, which meets the demand of the system. (2013) Trans Tech Publications, Switzerland.
- Published
- 2013
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