This paper examines the feasibility of a multi-camera voxel based occupant posture estimation system. Several new considerations are made to allow this tested human body modeling system to work reliably in the passenger seat of a vehicle, including camera position, segmentation, and body modeling with voxel reconstructions all from a constrained 4 camera setup. To describe occupant posture, a partial human body model consisting of a head and torso is proposed. The accuracy of the estimation of this model is compared against ground-truth.


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    Title :

    Human posture estimation using voxel data for "smart" airbag systems: issues and framework


    Contributors:
    Cheng, S.Y. (author) / Trivedi, M.M. (author)


    Publication date :

    2004-01-01


    Size :

    835056 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    MAP1.11 Human Posture Estimation using Voxel Data for "Smart" Airbag Systems: Issues and Framework

    Cheng, S. Y. / Trivedi, M. M. / IEEE | British Library Conference Proceedings | 2004


    Articulated body posture estimation from multi-camera voxel data

    Mikic, I. / Trivedi, M. / Hunter, E. et al. | IEEE | 2001


    Articulated Body Posture Estimation from Multi-Camera Voxel Data

    Mikic, I. / Trivedi, M. / Hunter, E. et al. | British Library Conference Proceedings | 2001



    Smart Airbag Systems

    Linn, Burghard / Mueller, Helmut E. | SAE Technical Papers | 1998