DocumentCode
2438590
Title
Improved Watershed Lips Detection and Modified H8 Tracking System Based on Lyapunov Stability Theory
Author
Chin, Siew Wen ; Seng, Kah Phooi ; Ang, Li-Minn ; Lim, King Hann
Author_Institution
Sch. of Electr. & Electron. Eng., Univ. of Nottingham Malaysia campus, Semenyih, Malaysia
Volume
2
fYear
2009
fDate
26-27 Aug. 2009
Firstpage
355
Lastpage
358
Abstract
This paper presents an automatic lips detection and tracking system using the improved watershed algorithm and a new modified Hinfin tracking system based on Lyapunov stability theory (LST). A direct lips detection approach using watershed segmentation without preliminary face localization is proposed. The watershed lips detection system is improved to get rid of the face rotation circumstances. Furthermore, the conventional Hinfin filter is modified according to the LST to ensure that the lips tracking algorithm is always in the stable condition and the tracking error would be asymptotically converge to zero as the time approaching to infinity. The proposed system is evaluated and the simulation results reveal an appreciable performance.
Keywords
Lyapunov methods; asymptotic stability; error statistics; face recognition; filtering theory; image segmentation; tracking; Hinfin filter; face rotation; lyapunov stability theory; modified Hinfin tracking system; stable condition; watershed lip detection; watershed segmentation; Detection algorithms; Estimation error; Face detection; Filtering; Filters; H infinity control; Lips; Lyapunov method; Signal processing algorithms; Skin; H8 filter; Lips Tracking; Lips colour modelling; Lips detection; Lyapunov stability theory; Watershed;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Human-Machine Systems and Cybernetics, 2009. IHMSC '09. International Conference on
Conference_Location
Hangzhou, Zhejiang
Print_ISBN
978-0-7695-3752-8
Type
conf
DOI
10.1109/IHMSC.2009.212
Filename
5335967
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