In recent years, the use of gait for human identification is a new biometric technology intended to play an increasingly important role in visual surveillance applications. Gait is a less unobtrusive biometric recognition that it identifies people from a distance without any interaction or cooperation with the subject. However, the effects of "covariates factors" such as changes in viewing angles, shoe styles, walking surfaces, carrying conditions, and elapsed time make gait recognition problems more challenging for research. Therefore, discriminative features extraction process from video frame sequences is challenging. This system proposes statistical gait features on Speeded Up Robust Features SURF to represent the biometric gait feature for human identification. This system chooses the most suitable gait features to diminish the effects of "covariate factors" so human identification accuracy is effectiveness. Support Vector Machine SVM classifier evaluated the discriminatory ability of gait pattern classification on CASIA B Multi view Gait Dataset . Khaing Zarchi Htun | Sai Maung Maung Zaw "Gait Recognition for Person Identification using Statistics of SURF" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, URL: https://www.ijtsrd.com/papers/ijtsrd26609.pdf


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Gait Recognition for Person Identification using Statistics of SURF


    Beteiligte:

    Erscheinungsdatum :

    20.07.2019


    Anmerkungen:

    oai:zenodo.org:3590865
    International Journal of Trend in Scientific Research and Development 3(5) 1415-1422



    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Klassifikation :

    DDC:    629




    Understanding Person Identification through Gait

    Hanisch, Simon / Muschter, Evelyn / Hatzipanayioti, Admantini et al. | DataCite | 2023

    Freier Zugriff

    Understanding Person Identification Through Gait

    Hanisch, Simon / Muschter, Evelyn / Chatzipanagioti, Adamantini et al. | DataCite | 2023

    Freier Zugriff

    A Fuzzy Approach to Person Identification Using Gait

    Jain, A. / Dube, T. / Ghosh, D. et al. | British Library Conference Proceedings | 2006


    Object Class Recognition Using Surf Descriptors and Shape Skeletons

    Sahzabi, V.A. / Omar, K. | British Library Conference Proceedings | 2013


    Object Class Recognition Using Surf Descriptors and Shape Skeletons

    Alizadeh Sahzabi, Vahid / Omar, Khairuddin | Springer Verlag | 2013