DocumentCode :
3079513
Title :
Design and implementation of a lip reading system in smart phone environment
Author :
Kim, Young-Un ; Kang, Sun-Kyung ; Jung, Sung-Tae
Author_Institution :
Dept. of Comput. Eng., Wonkwang Univ., Iksan, South Korea
fYear :
2009
fDate :
10-12 Aug. 2009
Firstpage :
101
Lastpage :
104
Abstract :
This study proposes a real-time lip-reading method in smart phone environment. In smart-phone environment where the resources are limited compared to existing PC environment, it is hard to operate lip-reading in real-time. To solve this problem, this study proposes the lip area detection method and feature extraction method suitable for smart-phone environment. First, to find the accurate lip area, the face area is detected by means of face color information, and the eyes are located to detect the lip area with the geometrical relation. To extract the outstanding features of the lip area in terms of changes in light according to the changes of surroundings, histogram matching, lip folding, and RASTA filter are applied, and the extracted data of features by means of PCA are used in recognition. As a result of the experiment, the changes were recognized almost in real-time, and 30 words of 50 were recognized, which indicates 60% recognition rates.
Keywords :
face recognition; feature extraction; filtering theory; image colour analysis; image matching; mobile radio; object detection; principal component analysis; speech recognition; PC environment; RASTA filter; face color information; feature extraction method; histogram matching; lip area detection method; lip folding; lip reading system; principal component analysis; smart phone environment; speech recognition technology; Eyes; Face detection; Feature extraction; Histograms; Image color analysis; Pixel; Real time systems; Smart cameras; Smart phones; Speech recognition; Face Detection; Human Interface; Lip Detection; Lip Reading; Mobile Device; Smart Phone;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Reuse & Integration, 2009. IRI '09. IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-4114-3
Electronic_ISBN :
978-1-4244-4116-7
Type :
conf
DOI :
10.1109/IRI.2009.5211599
Filename :
5211599
Link To Document :
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