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Enhanced snake model and modified H for lips contour detection and tracking

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3 Author(s)
Siew Wen Chin ; School of Electrical and Electronic Engineering, The University of Nottingham, Jalan Broga, 43500 Semenyih, Selangor Darul Ehsan, Malaysia ; Kah Phooi Seng ; Li-Minn Ang

An automatic lips contour detection and tracking using an enhanced snake model and modified H is presented in this paper. For the conventional snakes, the resultant contour would be converged wrongly if the initial snake point is situated far from the lip edges, or with the existence of the tongue and teeth. Consequently, a new external force based on watershed approach is proposed and absorbed into the conventional snake model to deal with the presence of tongue and teeth. Furthermore, a modified H, tracking system is proposed to keep track on the succeeding lips feature points as the initialization of the snake model to detect the lips contour. The modification of the conventional H is based on the LST to assure that the proposed tracking approach is always stable and as the time approaches to infinity, the tracking error would be converged to zero. With both the modified H that offer a better tracking capability compared to the conventional H and the enhanced snakes model with the watershed based external force, the proposed system provide a more precise snakes convergence to the final desired lips contour and the overall simulation results have shown an appreciable performance.

Published in:

Computer Applications and Industrial Electronics (ICCAIE), 2010 International Conference on

Date of Conference:

5-8 Dec. 2010