Hands and face tracking for VR applications

作者: Javier Varona , José M Buades , Francisco J Perales , None

DOI: 10.1016/J.CAG.2004.12.002

关键词:

摘要: In this paper, we present a robust real-time 3D tracking system of human hands and face. This can be used as perceptual interface for virtual reality activities in workbench environment. The main advantage our is that the human, placed front device, does not need any type marker or special suit. includes colour segmentation module to detect skin-colour pixels images. results will blobs, these are inputs data association module. labels blobs using set hypothesis from previous frames. 2D-tracking reconstruction face order obtain positions limbs. Finally, several H-ANIM standard show system's output performance.

参考文章(10)
B Herbelin, D Thalmann, M Peinado, B Boulic, B Le Callennec, M Wanderley, Towards Configurable Motion Capture with Prioritized Inverse Kinematics Third International Workshop on Virtual Rehabilitation (IWVR2004). pp. 85- 96 ,(2004)
Jose Maria Buades Rubio, Manuel González Hidalgo, Francisco José Perales López, A New Method for Detection and Initial Pose Estimation Based on Mumford-Shah Segmentation Functional iberian conference on pattern recognition and image analysis. pp. 117- 125 ,(2003) , 10.1007/978-3-540-44871-6_14
Richard Hartley, Andrew Zisserman, Multiple view geometry in computer visiond Cambridge University Press. ,(2001)
Richard Hartley, Andrew Zisserman, Multiple view geometry in computer vision ,(2000)
Zhengyou Zhang, Flexible camera calibration by viewing a plane from unknown orientations international conference on computer vision. ,vol. 1, pp. 666- 673 ,(1999) , 10.1109/ICCV.1999.791289
K. Ogawara, J. Takamatsu, K. Hashimoto, K. Ikeuchi, Grasp recognition using a 3D articulated model and infrared images intelligent robots and systems. ,vol. 2, pp. 1590- 1595 ,(2003) , 10.1109/IROS.2003.1248871
L. Bretzner, I. Laptev, T. Lindeberg, Hand gesture recognition using multi-scale colour features, hierarchical models and particle filtering ieee international conference on automatic face and gesture recognition. pp. 423- 428 ,(2002) , 10.1109/AFGR.2002.1004190
C.R. Wren, A. Azarbayejani, T. Darrell, A.P. Pentland, Pfinder: real-time tracking of the human body IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 19, pp. 780- 785 ,(1997) , 10.1109/34.598236
K. Oka, Y. Sato, H. Koike, Real-time tracking of multiple fingertips and gesture recognition for augmented desk interface systems ieee international conference on automatic face and gesture recognition. pp. 429- 434 ,(2002) , 10.1109/AFGR.2002.1004191