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Skin surface reconstruction from stereo images

Published: 14 January 2010 Publication History

Abstract

A novel stereo matching algorithm for skin surface reconstruction is proposed in the paper. Wrinkles are distributed on the skin to form a grid which is the feature for stereo matching. Test results show that most matched points by feature extraction algorithms such as corner detection lie on the wrinkle grid. Skin images taken by two cameras together differ slightly due to the light influence. The architecture is based on the image segmentation, taking into account skin properties. Graph cut algorithm is used for skin segmentation, and an improved region based algorithm is used for dense matching. We compare and evaluate our stereo results with respect to other proposed algorithms with our test images.

References

[1]
Zhang, Q., and Whangbo, T. K. 2010. Two stages stereo dense matching slgorithm for 3D skin micro-surface reconstruction. In Proceedings of the 16th International Multimedia Modeling. LNCS 5916, Springer-Verlag, Berlin Heidelberg New York, 25--34.
[2]
Horn, B.-K.P, and Brooks, M. J. 1986. The variational approach to shape from shading. Computer Version, Graphics & Image Processing. 33, 174--208.
[3]
Yu, Y. Z., and Chang, J. 2005. Shadow graphs and 3D texture reconstruction. International Journal of Computer Vision. 62, 1--2, 35--60.
[4]
Tao, H., Sawhney, H. S., and Kumar, R. 2001. A global matching framework for stereo computation. Proc. Int'l Conf. Computer Vision.
[5]
Tang, L., and Tsui. H. T., and Wu, C. K. 2003. Dense stereo matching based on propagation with a voronoi diagram. Indian Conference on Computer Vision, Graphics, and Image Processing. (Dec. 2002).
[6]
Boykov, Y., Veksler, O., and Zabih, R. 2001. Efficient approximate energy minimization via graph cuts. IEEE trans. on PAMI. 20, 12, 1222--1239.
[7]
Lhuillier, M., and Quan, L. 2002. Matching propagation for image-based modeling and rendering. IEEE Trans. on PAMI. 27, 3, 1140--1146.
[8]
Schlesinger, D. 2003. Gibbs probability distributions for stereo reconstruction. In Proceeding of the 25th DAGM Symposium. LNCS 2781, Springer-Verlag, Berlin Heidelberg New York, 394--401.
[9]
Ostu, N. 1979. A threshold selection method from gray-level histogram. IEEE Trans. on Systems, Man, and Cybernetics. 9, 1, 62--66.
[10]
Beucher, S., and Meyer, F. 1993. The morphological approach to segmentation. The Watershed Transform. Mathematical Morphology in Image Processing. Marcel Dekker, New York.
[11]
Freifeld, O., Greenspan, H., and Goldberger, J. 2007. Lesion detection in noisy MR brain images using constrained GMM and active contours. In Proceedings of IEEE International Symposium on Biomedical Imaging. 596--599.
[12]
Malladi, R., Sethian, J. A., and Vemuri, B. 1995. Shape modeling with front propagation: a level set approach. IEEE Trans. on PAMI. 17, 2, 18--175.
[13]
Kwok, T., Smith, R., Lozano, S., and Taniar, D. 2002. Parallel fuzzy c-means clustering for large data sets. In Burkhard Monien and Rainer Feldmann, editors, EUROPARO2. LNCS 2400, Springer-Verlag, Berlin Heidelberg New York, 365--374.
[14]
Greig, D., Porteous, B., and Seheult, A. 1989. Exact maximum a posteriori estimation for binary images. J. of the Royal Statistical Society, Series B, 51, 2, 271--279

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    cover image ACM Conferences
    ICUIMC '10: Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
    January 2010
    550 pages
    ISBN:9781605588933
    DOI:10.1145/2108616
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 14 January 2010

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    Author Tags

    1. dense matching
    2. graph-cut
    3. region based
    4. segmentation
    5. skin reconstruction

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