Abstract In the paper, we proposed a method for moving human detection in video frames by motion contour matching. Firstly, temporal and spatial difference of frames is calculated and contour pixels are extracted by global thresholding as the basic features. Then, skeleton templates with multiple representative postures are built on these features to represent multi-posture human contours. In the detection procedure, a dynamic programming algorithm is adopted to find best global match between the built templates and with extracted contour features. Finally a thresholding method is used to classify a matching result into moving human or negatives. And in the matching process scale problem and interpersonal contour difference are considered. Experiments on real video data prove the effectiveness of the proposed method.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Multi-posture Human Detection in Video Frames by Motion Contour Matching


    Beteiligte:
    Ye, Qixiang (Autor:in) / Jiao, Jianbin (Autor:in) / Yu, Hua (Autor:in)


    Erscheinungsdatum :

    01.01.2007


    Format / Umfang :

    9 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Moving Vehicle Detection and Tracking Based on Video of Self-Adaptive Contour Matching

    Jianguo, Y. / Xuquan, Y. / Li, F. | British Library Online Contents | 2005


    Caption text recognition in video frames by MAP matching

    Nakamura, A. / Yamamoto, K. | IEEE | 2003


    Caption Text Recognition in Video Frames by MAP Matching

    Nakamura, A. / Yamamoto, K. / Institute of Electrical and Electronics Engineers | British Library Conference Proceedings | 2003


    Measuring of Human Anthropometry, Posture and Motion

    Seitz, T. / Bubb, H. / Society of Automotive Engineers | British Library Conference Proceedings | 1999


    Measuring of Human Anthropometry, Posture and Motion

    Bubb, Heiner / Seitz, Thomas | SAE Technical Papers | 1999