REAL-TIME HAND LOCATING BY MONOCULAR VISION

Li Ding, Jiaxin Wang, Christophe Chaillou, Chunhong Pan

2010

Abstract

The research on real-time hand locating by monocular vision has a considerable challenge that to track hands correctly under occlusion situation. This paper proposes a robust hand locating method which generates a possibility support map by integrating information from color model, position model and motion model. For better accuracy, hands are modeled as ellipses. The PSM depends on both previous model information and the relationship between models. Hand pattern search is then processed on the generated map by two steps which firstly locates the center position of hand and secondly determines the size and orientation. Our experimental results show that the proposed method is efficient under situation that one hand is occluded by the other one. Our current prototype system processes image at 10~14 frames per second.

Paper Citation

in Harvard Style

Ding L., Wang J., Chaillou C. and Pan C. (2010). REAL-TIME HAND LOCATING BY MONOCULAR VISION . In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2010) ISBN 978-989-674-028-3, pages 406-412. DOI: 10.5220/0002816304060412

in Bibtex Style

@conference{visapp10,
author={Li Ding and Jiaxin Wang and Christophe Chaillou and Chunhong Pan},
title={REAL-TIME HAND LOCATING BY MONOCULAR VISION},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2010)},
year={2010},
pages={406-412},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002816304060412},
isbn={978-989-674-028-3},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2010)
TI - REAL-TIME HAND LOCATING BY MONOCULAR VISION
SN - 978-989-674-028-3
AU - Ding L.
AU - Wang J.
AU - Chaillou C.
AU - Pan C.
PY - 2010
SP - 406
EP - 412
DO - 10.5220/0002816304060412