Human Motion Tracking by Articulated Deformable Model
نویسندگان
چکیده
This paper presents a novel whole body motion tracking method by aligning the 3D model of human body and reconstructed 3D shape of the target obtained from multiple video streams. The advantage of the proposed method is two fold: (1) delicate deformation around shoulder and waist can be accurately tracked by using an articulated deformable model, (2) combination of ICP and robust estimator with an improved correspondence search algorithm make it possible to estimate motion robustly against noise and interference between limb and torso. Also the advantage over the conventional method is evaluated and the power to track challenging whole body motion in real environment is presented.
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تاریخ انتشار 2006