Summary form only given. In this paper, we describe a nonlinear filter based optoelectronics neural networks associated with a supervised perceptron learning algorithm for real-time face recognition. The system is a two-layer neural networks. The first layer is implemented using a nonlinear joint transform correlator (JTC)34 and the second layer is implemented electronically because of the small number of the hidden layer neurons. The system is trained with a sequence of input facial images and is able to classify an input face in real-time.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    A low cost compact optoelectronics neural networks for face recognition


    Beteiligte:
    Javidi, B. (Autor:in)

    Erschienen in:

    Proceedings of LEOS'94 ; 1 ; 8-9 vol.1


    Erscheinungsdatum :

    01.01.1994


    Format / Umfang :

    174950 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Low Cost Compact Optoelectronics Neural Networks for Face Recognition

    IEEE; Lasers and Electro-Optics Society | British Library Conference Proceedings | 1994


    Merging Optics & Optoelectronics in Neural Networks

    Brooke, M. A. / DeWeerth, S. P. | British Library Online Contents | 1993


    Real-time compact optoelectronic neural networks for face recognition (Invited Paper) [2749-27]

    Javidi, B. / Li, J. / SPIE | British Library Conference Proceedings | 1996


    Human face recognition using neural networks

    Ahmad Fadzil, M.H. / Abu Bakar, H. | IEEE | 1994


    Human Face Recognition using Neural Networks

    Ahmad Fadzil, M. H. / Bakar, H. A. / IEEE; Signal Processing Society | British Library Conference Proceedings | 1994