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
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;
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
DOI :
10.1109/IHMSC.2009.212