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
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