This paper presents a unified approach to adaptive target detection and tracking. The unifying concept is "coherent motion energy", a measure of the extent to which a single motion dominates local spatiotemporal structure. There are three major components to the approach. First, a multiresolution analysis of coherent motion energy is used to detect salient dynamic targets. Second, a robust affine transformation estimator is used to recover frame-to-frame target motion across regions of interest defined by coherent motion. Third, a method of template adaptation based on coherent motion weighted goodness of match is used to drive automatic template update. Empirical evaluation of the approach shows the contribution of the various components and documents strong performance of the integrated whole.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Unified Target Detection and Tracking Using Motion Coherence


    Beteiligte:


    Erscheinungsdatum :

    2005-01-01


    Format / Umfang :

    250001 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Target Detection Enhancement Using Target Motion Discrimination

    Lerro, D. / Bar-Shalom, Y. / IEEE; Aerospace and Electronics Systems Society | British Library Conference Proceedings | 1998


    Unified Multi-camera Detection and Tracking Using Region-Matching

    Mittal, A. / Davis, L. / IEEE Computer Society | British Library Conference Proceedings | 2001



    Motion priors for multiple target visual tracking

    Madrigal, F. | British Library Online Contents | 2015