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Real-Time Markerless Human Body Tracking with Multi-View 3-D Voxel Reconstruction (2004)
| Content Provider | CiteSeerX |
|---|---|
| Author | Caillette, Fabrice |
| Abstract | We present an approach to full human-body tracking, using markerless multiview images as input, performing acquisition, reconstruction and tracking in real-time on a single PC. Our approach employs a hierarchical visual-hull algorithm which segments only the most interesting regions of the images and includes colour information. The tracking step uses blobs attached to a kinematic model to recover joint angles in an expectation-maximization framework. |
| File Format | |
| Publisher Date | 2004-01-01 |
| Access Restriction | Open |
| Subject Keyword | Multi-view 3-d Voxel Reconstruction Full Human-body Tracking Real-time Markerless Human Body Interesting Region Colour Information Expectation-maximization Framework Joint Angle Single Pc Kinematic Model Hierarchical Visual-hull Algorithm Tracking Step Markerless Multiview Image |
| Content Type | Text |