open access

https://hdl.handle.net/2115/39780

Real-time Deformable Hand Tracking System Based on Monocular Camera

英語

2009-10-04

Asia-Pacific Signal and Information Processing Association, 2009 Annual Summit and Conference, International Organizing Committee

Proceedings : APSIPA ASC 2009 : Asia-Pacific Signal and Information Processing Association, 2009 Annual Summit and Conference

652-655

APSIPA ASC 2009: Asia-Pacific Signal and Information Processing Association, 2009 Annual Summit and Conference. 4-7 October 2009. Sapporo, Japan. Poster session: 3D Mapping, Modeling, Tracking, and Applications (6 October 2009).

In this paper, a real-time markless hand tracking system is proposed based on a monocular camera. The proposed method captures the deformable hand posture and filters background noise by analyzing the motion and skin features obtained from video sequences. In the system, users are allowed to control the mouse cursor in the application by moving their hands without retrieving hand gestures from a training database. Experiments show that the proposed system could robustly extract the hand trajectories with low computational complexity to achieve real-time interaction applications.

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