Genetic lips extraction method for varying shape

Author

Akashi, Takuya ; Mitsukura, Yasue ; Fukumi, Minoru ; Akamatsu, Norio

Author_Institution

Graduate Sch. of Eng., Tokushima Univ., Japan

Volume

2

fYear

2003

fDate

16-20 July 2003

Firstpage

982

Abstract

In this paper, a lips extraction method that can extract lips region from varying lips shape at the moment of speech by using only one template image is described. The method that is proposed in this paper, has invariance for an open and closed mouth, showing or not showing any teeth, and has high speed and high extraction accuracy in consideration for characteristics of the lips by using the genetic method. This method uses the template matching based on the genetic algorithm. Furthermore, the colour of lips and characteristics of the lips shape variances at the moment of speech in this system are utilized. The effectiveness of this method is demonstrated with only one template for each person being tested and a search object, that is, the varying lip shapes at the moment of speech of vowels by means of computer simulations. These computer simulations indicate that this method can extract the varying lips shape at the moment of speech by using only one template. Moreover, in the extraction processing of every vowel, a high speed and high extraction accuracy can be obtained.

Keywords

genetic algorithms; image colour analysis; pattern matching; speech recognition; computer simulations; extraction accuracy; genetic algorithm; genetic lips extraction method; invariance; speech moments; template image; template matching; varying lips shape; vowel extraction process; Cellular phones; Data engineering; Data mining; Genetic algorithms; Internet; Lips; Mouth; Shape; Speech recognition; Teeth;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Intelligence in Robotics and Automation, 2003. Proceedings. 2003 IEEE International Symposium on

Print_ISBN

0-7803-7866-0

Type

conf

DOI

10.1109/CIRA.2003.1222313

Filename

1222313