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2019 | OriginalPaper | Chapter

Automatic Lip Extraction Using DHT and Active Contour

Authors : Amiya Halder, Souvik Dutta

Published in: Recent Trends in Signal and Image Processing

Publisher: Springer Singapore

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Abstract

Lip contour detection and extraction is the most important criterion for computerized speech reading. In this paper, lip contour extraction algorithm is proposed based on active contour model across the discrete Hartley transform (DHT). This approach has efficiently solved the problem of real-time lip detection. Most of the existing lip extraction methods impose several restrictions, but this algorithm tries to approach an unconstrained system. This method works good in case of uneven illumination, effects of teeth and tongue, rotation, deformation. This proposed algorithm experiments on large number of lip images and gives the satisfactory performance than other existing lip extraction methods.

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Literature
1.
Sadeghi M, Kittler J, Messer K (2001) Real time segmentation of lip pixels for lip tracker initialization. In: Proceedings of the 9th international conference on computer analysis of images and patterns, pp 317–324CrossRef
2.
Wark T, Sridharan S (1998) A syntactic approach to automatic lip feature extraction for speaker identification. In: Proceedings of IEEE international conference on acoustics, speech, and signal process, vol 6, pp 3693–3696
3.
Goswami B, Christmas WJ, Kittler J (2006) Statistical estimators for use in automatic lip segmentation. In: Proceedings of the 3rd European conference on visual media production, pp 79–86
4.
Cetingul HE, Yemez Y, Erzin E, Tekalp AM (2006) Discriminative analysis of lip motion features for speaker identification and speech-reading. IEEE Trans Image Process 15(10):2879–2891CrossRef
5.
Chetty G, Wagner M (2004) Automated lip feature extraction for liveness verification in audio-video authentication. In: Proceedings of the image and vision computing, pp 17–23
6.
Dargham JA, Chekima A (2006) Lips detection in normalized color scheme. In: Proceedings of the 2nd IEEE international conference on information and communication technology, vol 1, pp 1546–1551
7.
Eveno N, Caplier A, Coulon PY (2000) A new color transformation for lips segmentation. In: Proceedings of the 4th IEEE workshop on multimedia signal processing, pp 3–8
8.
Lucey S, Sridharan S, Chandran V (2001) A suitability metric for mouth tracking through chromatic segmentation. In: Proceedings of the international conference on image processing, vol 3, pp 258–261
9.
Liew AWC, Leung SH, Lau WH (2003) Segmentation of color images by spatial fuzzy clustering. IEEE Trans Fuzzy Syst 11(4):542–549CrossRef
10.
Wang SL, Lau WH, Liew AWC, Leung SH (2007) Robust lip region segmentation for lip images for complex background. Pattern Recogn 40(12):3481–3491CrossRef
11.
Nath R, Rahman FS, Nath S, Basak S, Audin SI, Fattah SA (2014) Lip contour extraction scheme using morphological reconstruction based segmentation. In: ICEEICT
12.
Guan YP (2008) Automatic extraction of lips based on multi-scale wavelet edge detection. IET Comput Vis 2(1):23–33CrossRef
13.
Delmas P, Coulon YP, Fristot V (1999) Automatic snakes for robust lip boundaries extraction. In: Proceedings of the IEEE international conference on acoustics, speech, and signal processing, vol 6, pp 3069–3072
14.
Xin L, Yiu-ming C, Hailin L (2010) A lip contour extraction method using localized active contour method with automatic parameter selection. In: Proceedings of the international conference on pattern recognition, pp 4332–4335
15.
Vicent C, Ron K, Guillermo S (1997) Geodesic active contours. Int J Comput Vis 22(1):61–79CrossRef
16.
Metadata
Title
Automatic Lip Extraction Using DHT and Active Contour
Authors
Amiya Halder
Souvik Dutta
Copyright Year
2019
Publisher
Springer Singapore
Book
Recent Trends in Signal and Image Processing

Print ISBN: 978-981-10-8862-9

Electronic ISBN: 978-981-10-8863-6

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-981-10-8863-6_13