Title : 
Face-Based Access Control and Invigilation Tool for E-learning Systems
         
        
            Author : 
Irfan, C. M Althaff ; Nomura, Syusaku ; Ouzzane, Karim ; Fukumura, Yoshimi
         
        
            Author_Institution : 
Dept. of Inf. Sci. & Control Eng., Nagaoka Univ. of Technol., Nagaoka, Japan
         
        
        
        
        
        
            Abstract : 
Knowledge is a key factor to the personal success. Further, the certifications are the instant tools that are commonly available to assess the personal success. In an e-Learning environment, where the learning projects are delivered with the aim to provide a professional or an academic certification, it is integral that the Learning Management Systems provide security features that will ensure the credibility of the assessment and the certification. In a conventional examination environment, there will be invigilators to overlook the candidates, on the contrary, in an on-line examination environment; it is a mandatory requirement that an invigilation mechanism is implemented to ensure the integrity of the examination. In this paper, we present a face recognition based invigilation tool for online e-Learning systems.
         
        
            Keywords : 
authorisation; computer aided instruction; face recognition; academic certification; face recognition; face-based access control; invigilation mechanism; invigilation tool; learning management system; online e-learning system; personal success; professional certification; Access control; Biometrics; Certification; Computer vision; Electronic learning; Face detection; Face recognition; Pixel; Robust control; Security; Discrete Cosine Transformation (DCT); E-Learning; Face Recognition; Kernel Discriminant Analysis (KDA);
         
        
        
        
            Conference_Titel : 
Biometrics and Kansei Engineering, 2009. ICBAKE 2009. International Conference on
         
        
            Conference_Location : 
Cieszyn
         
        
            Print_ISBN : 
978-0-7695-3692-7
         
        
            Electronic_ISBN : 
978-0-7695-3692-7
         
        
        
            DOI : 
10.1109/ICBAKE.2009.43