DocumentCode :
2496285
Title :
Research and implementation of a real time approach to lip detection in video sequences
Author :
Zhang, Jian-Ming ; Wang, Liang-Min ; Niu, De-jiao ; Zhan, Yong-zhao
Author_Institution :
Sch. of Comput., JiangSu Univ., Zhenjiang, China
Volume :
5
fYear :
2003
fDate :
2-5 Nov. 2003
Firstpage :
2795
Abstract :
Locating the lip in video sequences is one of the primary steps of the automatic lipreading system. In this paper a new approach to lip detection, which is based on Red Exclusion and Fisher transform, is presented. In this approach, firstly, we locate face region with skin-color model and motion correlation, then trisect the face image and take into account the lowest part, in which the lip lies, for the next processing. Secondly, we exclude R-component in RGB color space, then use G-component and B-component as the Fisher transform vector to enhance the lip image. Finally, in the enhanced image, we adaptively set the threshold to separate the lip color and the skin color in the light of the normal distribution of the gray value histogram. The experimental results showed that this fast approach is very efficient in detecting the whole lip and not affected by illuminant and different speakers.
Keywords :
face recognition; gesture recognition; image colour analysis; image enhancement; image sequences; real-time systems; transforms; Fisher transform; RGB color space; automatic lipreading system; face image; gray value histogram; illuminant; lip detection; lip image; motion correlation; real time system; red exclusion; red-green-blue color space; skin color model; video sequences; Automatic speech recognition; Face detection; Gaussian distribution; Histograms; Human computer interaction; Image color analysis; Lips; Robustness; Skin; Video sequences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
Type :
conf
DOI :
10.1109/ICMLC.2003.1260027
Filename :
1260027
Link To Document :
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