The automatic detection of targets in cluttered infrared imagery is considered. The environment for the problem is that of a "fire-and-forget" weapon, and the mission philosophy for such a weapon dictates that the weapon has to find one and only one target in the automatic detection phase. A detection system that meets this requirement is presented. The system uses techniques of image processing and pattern recognition, with the extension that ranking methods are used instead of thresholds to accommodate the requirement of finding one and only one target. A probability model of the system is developed to determine the system performance as a function of throughput and expressions derived for the probability that the object chosen by the system as the target is actually a target. In order to validate the theoretical results, the actual performance of the detection system on a database of 68 infrared images is determined and compared with the predicted performance of the system. It is shown that there is good correspondence between the empirical results and the theoretical performance.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Performance Analysis of a Target Detection System Using Infrared Imagery


    Beteiligte:
    McWilliams, J.K. (Autor:in) / Srinath, M.D. (Autor:in)


    Erscheinungsdatum :

    01.01.1984


    Format / Umfang :

    3601735 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Point-Source Target Detection and Localization in Single-Frame Infrared Imagery

    Stumpp, Daniel C. / Byrne, Andrew J. / George, Alan D. | IEEE | 2023


    Target tracking in airborne forward looking infrared imagery

    Yilmaz, A. / Shafique, K. / Shah, M. | Tema Archiv | 2003


    Target tracking in airborne forward looking infrared imagery

    Yilmaz, A. / Shafique, K. / Shah, M. | British Library Online Contents | 2003


    Analysis of Man-Made Target Detection in SAR Imagery

    Wang, C. / Zhong, X. / European Space Agency | British Library Conference Proceedings | 2007