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    Facial Analysis for Real-Time Application: A Review in Visual Cues Detection Techniques

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    Publication date
    2012-11-30
    Author
    Yap, Moi Hoon
    Ugail, Hassan
    Zwiggelaar, R.
    Keyword
    Face detection; Facial expression analysis; Real time facial analysis; Visual domain; Facial action coding system
    Rights
    © 2012 David Publishing. This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/).
    Peer-Reviewed
    Yes
    
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    Abstract
    Emerging applications in surveillance, the entertainment industry and other human computer interaction applications have motivated the development of real-time facial analysis research covering detection, tracking and recognition. In this paper, the authors present a review of recent facial analysis for real-time applications, by providing an up-to-date review of research efforts in human computing techniques in the visible domain. The main goal is to provide a comprehensive reference source for researchers, regardless of specific research areas, involved in real-time facial analysis. First, the authors undertake a thorough survey and comparison in face detection techniques. In this survey, they discuss some prominent face detection methods presented in the literature. The performance of the techniques is evaluated by using benchmark databases. Subsequently, the authors provide an overview of the state-of-the-art of facial expressions analysis and the importance of psychology inherent in facial expression analysis. During the last decades, facial expressions analysis has slowly evolved into automatic facial expressions analysis due to the popularity of digital media and the maturity of computer vision. Hence, the authors review some existing automatic facial expressions analysis techniques. Finally, the authors provide an exemplar for the development of a facial analysis real-time application and propose a model for facial analysis. This review shows that facial analysis for real-time application involves multi-disciplinary aspects and it is important to take all domains into account when building a reliable system.
    URI
    http://hdl.handle.net/10454/8170
    Version
    published version paper
    Citation
    Yap MH, Ugail H and Zwiggelaar R (2012) Facial analysis for real-time application: A review in visual cues detection techniques. Journal of Communication and Computer. 11: 1231-1241.
    Link to publisher’s version
    http://www.davidpublisher.org/Public/uploads/Contribute/555465c2e956d.pdf
    Type
    Article
    Collections
    Engineering and Informatics Publications

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