DocumentCode
2473931
Title
Analysis of efficient lip reading method for various languages
Author
Saitoh, Takeshi ; Morishita, Kazutoshi ; Konishi, Ryosuke
Author_Institution
Tottori Univ., Tottori, Japan
fYear
2008
fDate
8-11 Dec. 2008
Firstpage
1
Lastpage
4
Abstract
The traditional researches targeted at only one language, and there is no research to refer the language and recognition method. Moreover, a lot of model-based methods use only an external lip or intraoral region, and tooth or tongue region is not reflected to the feature. This paper describes analysis of efficient lip reading method for various languages. First, we applies active appearance model, and simultaneously extracts the external and internal lip contour. Then, the tooth and intraoral regions are detected. Various features from five regions are fed to the recognition process. We set four languages to be the recognition target, and recorded twenty words per each language. As the result, proposed trajectory feature based on three shape features, the area and aspect ratio of internal lip region, and area of intraoral region, was obtained the highest recognition rates of 93.6%, compared with the traditional methods and other regions.
Keywords
feature extraction; gesture recognition; natural languages; object recognition; speech recognition; active appearance model; internal lip region; intraoral region; lip contour; lip reading method; natural languages; trajectory feature; Active appearance model; Active contours; Data mining; Humans; Natural languages; Shape; Speech; Target recognition; Teeth; Tongue;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location
Tampa, FL
ISSN
1051-4651
Print_ISBN
978-1-4244-2174-9
Electronic_ISBN
1051-4651
Type
conf
DOI
10.1109/ICPR.2008.4761049
Filename
4761049
Link To Document