BIS3-3 ; Object tracking is useful in applications like computer-aided medical diagnosis, video editing, visual surveillance etc. Commonly used approaches usually involve the use of filter (e.g. Kalman filter) to predict the location of the object in next image frame. Such approaches actually borrow ideas from signal theory and are limited to applications where dynamic model is known. In this paper, a flexible and reliable estimation algorithm using wavelet network (or wavenet) is proposed to build an object tracking system. This system simulates the perception of motion that occurs in primates. Neural-based filters will be used for color, shape and motion analysis. Experimental results show that object can be tracked accurately without fixing any dynamic model compare with commonly used Kalman filter. ; postprint ; The Brain Inspired Cognitive Systems (BICS 2004), Stirling, Scotland, U.K., 29 August-1 September 2004. In Proceedings of the Brain Inspired Cognitive Systems, 2004, p. 1-7


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Neurally inspired object tracking system


    Beteiligte:
    Wong, SF (Autor:in) / Wong, KKY (Autor:in)

    Erscheinungsdatum :

    2004-01-01


    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    DDC:    629



    A Neurally-Based Auto-Lock-On Target-Tracking Sight Controller for Airborne Fire Control System

    Gao, X. G. / Chen, D. Q. / Zhu, P. S. | British Library Online Contents | 1992



    ICAS-92-1.4 R A Neurally-Based Auto-Lock-On Target-Tracking Sight Controller for Airborne Fire Control System

    Gao, X. G. / Chen, D. Q. / Zhu, P. S. et al. | British Library Conference Proceedings | 1992


    MANIAC: A Next Generation Neurally Based Autonomous Road Follower

    Jochem, T. M. / Pomerleau, D. A. / Thorpe, C. E. | British Library Conference Proceedings | 1993


    ATP as Neurally Released Modulator of Human Airway Ion Transport

    Boucher, R. C. / Knowles, M. R. / Lazarowski, E. et al. | British Library Conference Proceedings | 1994