Access control using automated face recognition: Based on the PCA & LDA algorithms
Imène Taleb, Mohamed El Amine Ouis, Madani Ould Mammar · 2014
The human face is one of the easiest characteristic, which can be used in biometric security system to identify a user. Face recognition technology, is very popular and it is used more widely because it does not require any kind of physical contact between the users and the device. Camera scans the user face and match it to a database for verification. Furthermore, it is easy to install and does not require any expensive hardware. Facial recognition technology is used widely in a variety of security systems such as physical access control or computer user accounts. In this paper, we present an access control vehicle system to the park based on camera installed at the parking entry. First, we use the non-adaptive method to detect the moving object, and we propose an algorithm to detect and recognize the face of the driver who want to enter to the parking and verify if he is allowed. We use Viola-Jones method for face detection and we propose a new technique based on PCA, and LDA algorithm for face recognition.