Automatic Segmentation of Color Lip Images Based on Morphological Filter
作者： Meng Li , Yiu-ming Cheung
DOI: 10.1007/978-3-642-15819-3_51
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摘要: This paper addresses the problem of lip segmentation in color space, which is a crucial issue to success lip-reading system. We present new approach contour extraction by taking account difference between and skin space. Firstly, we obtain segment sample via transformation sequence 1976 CIELAB LUX spaces. Secondly, establish Gaussian model make use hue saturation value each pixel within estimate parameters. Subsequently, memberships non-lip regions are calculated, respectively. Thirdly, employ morphological filters desirable region approximately based on memberships. Finally, extract convex hull algorithm with prior knowledge human mouth shape. Experiments show efficacy proposed comparison existing methods.
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Barney Dalton, Robert Kaucic, Andrew Blake, Automatic Speechreading using dynamic contours Springer Berlin Heidelberg. pp. 373- 382 ,(1996) , 10.1007/978-3-662-13015-5_27
Pierre Soille, Morphological Image Analysis: Principles and Applications Published in <b>2003</b> in Berlin etc] by Springer. ,(2003)
AM Martinez, R Benavente, The AR face database CVC Technical Report24. ,vol. 24, ,(1998)
D. Chandramohan, P.L. Silsbee, A multiple deformable template approach for visual speech recognition international conference on spoken language processing. ,vol. 1, pp. 50- 53 ,(1996) , 10.1109/ICSLP.1996.607022
N. Eveno, A. Caplier, P.-Y. Coulon, New color transformation for lips segmentation multimedia signal processing. pp. 3- 8 ,(2001) , 10.1109/MMSP.2001.962702
Alan Wee-Chung Liew, Shu Hung Leung, Wing Hong Lau, Segmentation of color lip images by spatial fuzzy clustering IEEE Transactions on Fuzzy Systems. ,vol. 11, pp. 542- 549 ,(2003) , 10.1109/TFUZZ.2003.814843
M. Lievin, F. Luthon, Nonlinear color space and spatiotemporal MRF for hierarchical segmentation of face features in video IEEE Transactions on Image Processing. ,vol. 13, pp. 63- 71 ,(2004) , 10.1109/TIP.2003.818013
I. Matthews, T.F. Cootes, J.A. Bangham, S. Cox, R. Harvey, Extraction of visual features for lipreading IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 24, pp. 198- 213 ,(2002) , 10.1109/34.982900
Shi-Lin Wang, Wing-Hong Lau, Alan Wee-Chung Liew, Shu-Hung Leung, Robust lip region segmentation for lip images with complex background Pattern Recognition. ,vol. 40, pp. 3481- 3491 ,(2007) , 10.1016/J.PATCOG.2007.03.016
S. Dupont, J. Luettin, Audio-visual speech modeling for continuous speech recognition IEEE Transactions on Multimedia. ,vol. 2, pp. 141- 151 ,(2000) , 10.1109/6046.865479