Lips Contour Detection and Tracking Using Watershed Region-Based Active Contour Model and Modified H∞

被引:12
作者
Chin, Siew Wen [1 ]
Seng, Kah Phooi
Ang, Li-Minn [1 ]
机构
[1] Univ Nottingham, Sch Elect & Elect Engn, Semenyih 43500, Selangor, Malaysia
关键词
Active contour models (ACM); H-infinity filter; lip contour detection and tracking; lypunov stability theory; watershed; EXTRACTION;
D O I
10.1109/TCSVT.2011.2180771
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a region-based active contour model (ACM) with local information using watershed segmentation is proposed for lips contour detection. Compared to the ACM with global energy terms, the proposed system provides a more precise lips contour convergence under the circumstances where the lips are difficult to distinguish using global statistics. Furthermore, since the ACM is sensitive to the initial contour position, a modified H-infinity based on Lyapunov stability theory is proposed to provide better tracking of the subsequent lips feature points as the ACM initialization. The integration of the proposed ACM and modified H-infinity has revealed an improvement of the overall lips contour detection.
引用
收藏
页码:869 / 874
页数:6
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