Robust lip segmentation method based on level set model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6297 LNCS, Issue PART 1, 2010, Pages 731-739

  Yan, Xi Ping ^a   Li, Xiao Qiang ^a   Zheng, Li Li ^a   Li, Fu Feng ^b  

^a SHANGHAI UNIVERSITY   (China)

^b SHANGHAI UNIVERSITY OF TRADITIONAL CHINESE MEDICINE   (China)

Author keywords

color space transformation; level set; lip segmentation; mean shift filter

Indexed keywords

AUTOMATIC CLASSIFICATION; COLOR CHANGES; COLOR CONTRAST; COLOR SPACE TRANSFORMATION; GRADIENT INFORMATIONS; HIGH PRECISION; HYBRID APPROACH; LEVEL SET; LEVEL-SET MODEL; LIP CONTOUR; LIP SEGMENTATION; MEAN SHIFT; MEAN-SHIFT FILTER; OTSU METHOD; REGION SEGMENTATION; SEGMENTATION SCHEME;

DATA PROCESSING; IMAGE ENHANCEMENT; IMAGE SEGMENTATION; SPEECH RECOGNITION;

COLOR;

EID: 78049380786     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15702-8_67     Document Type: Conference Paper

References (16)

1. Eveno, N., Caplier, A., Coulon, P.Y.: New Color Transformation for Lips Segmentation. In: 4th IEEE Workshop on Multimedia Signal Processing, pp. 3-8. IEEE Press, Cannes (2001)
2. Liewa, A.W.-C., Leung, S.H., Lau, W.H.: Lip Contour Extraction Using a Deformable Model. In: 7th IEEE International Conference on Image Processing, pp. 255-258. IEEE Press, Vancouver (2000)
3. Shdaifat, I., Grigat, R., Langmann, D.: Active Shape Lip Modeling. In: 10th IEEE International Conference on Image Processing, pp. 875-878. IEEE Press, Barcelona (2003)
4. Delmas, P., Coulon, P.Y., Fristot, V.: Automatic Snakes for Robust Lip Boundaries Extraction. In: 5th IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 3069-3072. IEEE Press, Phoenix (1999)
5. Dorin, C., Peter, M.: Mean shift: a robust approach toward feature space analysis. IEEE Trans. PAMI 24(5), 603-619 (2002)
6. Rein-Lien, H., Mohamed, A.M., Anil, K.J.: Face detection in color image. IEEE Trans. PAMI 24(5), 696-705 (2002)
7. Guan, Y.P.: Automatic extraction of lips based on multi-scale wavelet edge detection. IET Computer Vision 2(1), 23-33 (2008)
8. Lewis, T.W., Power, D.M.: Lip Feature Extraction Using Red Exclusion. In: ACM ICPS, pp. 61-67. Australian Computer Society (2000)
9. Ooi, W.C., Jeon, C., Kim, K., et al.: Effective Lip Localization and Tracking for Achieving Multimodal Speech Recognition. In: Proc. IEEE ICMFIIS, pp. 90-93. Springer, Heidelberg (2008)
10. Xu, C., Prince, J.L.: Snakes, Shapes and Gradient Vector Flow. IEEE Trans. on Image Processing, 359-369 (1998)
11. Otsu, N.: A Threshold Selection Method from Gray-level Histograms. IEEE Trans. on Systems, Man, and Cybernetics 9(1), 62-66 (1979)
12. Sklansky, J.: Measuring Concavity on a Rectangular Mosaic. IEEE Trans. on Computers 21(12), 1355-1364 (1972)
13. Huang, C.L.: Shape-Based Level Set Method for Image Segmentation. In: 9th International Conference on Hybrid Intelligent Systems, pp. 243-246. IEEE Press, Los Alamitos (2009)
14. Chan, T., Vese, L.: Active Contours without Edges. IEEE Trans. on Image Processing 10(2), 266-277 (2001)
15. Osher, S., Sethian, J.A.: Fronts Propagating with Curvature Dependent Speed:Algorithms Based on Hamilton-Jacobi Formulations. Journal of Computational Physics 79, 12-49 (1988)
16. Li, X.Q., Li, F.F., et al.: Computer-aided Disease Diagnosis System in TCM Based on Facial Image Analysis. International Journal of Functional Informatics and Personalised Medicine 2(3), 303-314 (2009)