Abstract Detection and tracking of moving objects is very important in various ways. Concerning the detection of moving objects by stationary cameras, the background looks different as the illumination changes. In this paper, we consider a particular image in an image sequence as the sum of a reference image containing the background and a difference image containing the moving objects but not the background. We show that a reference image and difference images can be obtained as the independent components of input images by Independent Component Analysis. Moving objects can then be located on the reference image and the difference images. Experimental results show that the proposed approach produces accurate detection of moving objects even if illumination changes.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Detection of Moving Objects by Independent Component Analysis


    Beteiligte:
    Yamazaki, Masaki (Autor:in) / Xu, Gang (Autor:in) / Chen, Yen-Wei (Autor:in)


    Erscheinungsdatum :

    2006-01-01


    Format / Umfang :

    12 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Detection of Moving Objects by Independent Component Analysis

    Yamazaki, M. / Xu, G. / Chen, Y.-W. | British Library Conference Proceedings | 2006


    Independent Component Analysis for Texture Defect Detection

    Sezer, O. G. / Ertiizun, A. / Ercil, A. | British Library Online Contents | 2004


    Moving Objects Detection by Conflict Analysis in Evidential Grids

    Moras, J. / Cherfaoui, V. / Bonnifait, P. et al. | British Library Conference Proceedings | 2011



    Collision detection of two fast moving objects

    Sang Yang, / Uthoff, Eric / Wortman, Kristin | IEEE | 2015