Real-time and Markerless 3D Human Motion Capture using Multiple Views

Brice Michoud 1 Erwan Guillou 1 Saïda Bouakaz 1
1 SAARA - Simulation, Analyse et Animation pour la Réalité Augmentée
LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
Abstract : We present a fully automated system for real-time and markerless 3D human motion capture. Our process is based on fast algorithms, uses simple techniques and requires low cost devices. Using input from multiple calibrated webcams, an extended "Shape from Silhouette" algorithm reconstructs the person in real-time. Fasts 3D shape and 3D skin parts analysis provide a robust and real-time system for human full-body tracking. Animation skeleton and simple morphological constraints make easier the motion capture process. Thanks to fast and simple algorithms and low-cost cameras, our system is well suited for home entertainment device. Results on real video sequences with fast and complex movements, demonstrate our approach robustness.
Type de document :
Communication dans un congrès
2nd Human Motion Workshop, Oct 2017, Rio de Janeiro, Brazil. 2007
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https://hal.archives-ouvertes.fr/hal-01611072
Contributeur : Équipe Gestionnaire Des Publications Si Liris <>
Soumis le : jeudi 5 octobre 2017 - 14:06:51
Dernière modification le : jeudi 19 avril 2018 - 14:38:06

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  • HAL Id : hal-01611072, version 1

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Brice Michoud, Erwan Guillou, Saïda Bouakaz. Real-time and Markerless 3D Human Motion Capture using Multiple Views. 2nd Human Motion Workshop, Oct 2017, Rio de Janeiro, Brazil. 2007. 〈hal-01611072〉

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