DocumentCode :
3515668
Title :
Wrapping snakes for improved lip segmentation
Author :
Ramage, Matthew ; Lindsay, Euan
Author_Institution :
Dept. of Mech. Eng., Curtin Univ. of Technol., Perth, WA
fYear :
2009
fDate :
19-24 April 2009
Firstpage :
1205
Lastpage :
1208
Abstract :
A key step in the process of lip-reading is determining the shape of the speaker´s lips. This has previously been achieved through an energy method known as ldquosnakesrdquo, however this approach has some limitations. This paper presents an adapted approach called wrapping snakes, where the image forces are modified based on the snake´s location and orientation. This modification encourages wrapping snakes to continue along features they have already partially found, overcoming one of the problems of traditional snakes. The use of wrapping snakes allows for more accurate and robust lip segmentation, as well as increasing the speed of the segmentation.
Keywords :
image segmentation; speaker recognition; lip segmentation; lip-reading; wrapping snakes; Active contours; Image segmentation; Lips; Mathematical model; Mouth; Robustness; Shape; Speech recognition; Spline; Wrapping; active contours; image segmentation; speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
ISSN :
1520-6149
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2009.4959806
Filename :
4959806
Link To Document :
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