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