A Graph-based approach to skin mole matching incorporating template-normalized coordinates

2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009

Volumn , Issue , 2009, Pages 2152-2159

  Mirzaalian, Hengameh ^a   Hamarneh, Ghassan ^a   Lee, Tim K ^a,b,c  

^a SIMON FRASER UNIVERSITY   (Canada)

^b BRITISH COLUMBIA CANCER AGENCY   (Canada)

^c UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; COST FUNCTIONS; DERMATOLOGY; GRAPHIC METHODS; TEXTURES;

ALGEBRAIC RELATIONS; CURRENT PRACTICES; DERMATOLOGICAL IMAGES; GRAPH MATCHING PROBLEMS; HIGH-RISK PATIENTS; MALIGNANT MELANOMA; SPATIAL COORDINATES; STATE OF THE ART;

TEMPLATE MATCHING;

EID: 70450198458     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPRW.2009.5206725     Document Type: Conference Paper

References (23)

1. Canadian cancer society/national cancer institute of canada: Canadian cancer statistics 2008. Toronto, Canada, 2008.
2. S. Belongie, J. Malik, and J. Puzicha. Shape matching and object recognition using shape contexts. IEEE TPAMI, 24(4): 509-522, Apr 2002.
3. T. Cootes, C. Taylor, D. Cooper, and J. Graham. Active shape models: Their training and application. CVIU, 61(1): 38-59, Jan 1995.
4. F. Ercal, M. Moganti, W. Stoecker, and R. Moss. Detection of skin tumor boundaries in color images. IEEE TMI, 12(3): 624-626, Sep 1993.
5. A. Evans, M. Kamber, D. Collins, and D. MacDonald. An mri-based probabilistic atlas of neuroanatomy. Magnetic Resonance Scanning and Epilepsy, Plenum Press, pages 263-274, 1994.
6. R. P. Gallagher, J. K. Rivers, T. K. Lee, C. D. Bajdik, D. I. McLean, and A. J. Coldman. Broad-Spectrum Sunscreen Use and the Development of New Nevi in White Children: A Randomized Controlled Trial. Journal of American Medical Association, 283(22): 2955-2960, 2000.
7. S. Gold, A. Rangarajan, C. ping Lu, and E. Mjolsness. New algorithms for 2d and 3d point matching: Pose estimation and correspondence. Pattern Recognition, 31: 957-964, 1998.
8. E. A. Holly, J. W. Kelly, S. N. Shpall, and S. H. Chiu. Number of melanocytic nevi as a major risk factor for malignant melanoma. J. Am. Acad. Dermatol, 17: 459-468, 1987.
9. H. Huang and P. Bergstresser. A new hybrid technique for dermatological image registration. IEEE BIBE, pages 1163- 1167, Oct 2007.
10. T. Lee, M. Atkins, M. King, S. Lau, and D. McLean. Counting moles automatically from back images. IEEE TBE, 52(11): 1966-1969, Nov 2005.
11. M. Leordeanu and M. Hebert. A spectral technique for correspondence problems using pairwise constraints. ICCV, 2: 1482-1489, Oct 2005.
12. J. Maciel and J. Costeira. A global solution to sparse correspondence problems. IEEE TPAMI, 25(2): 187-199, Feb 2003.
13. J. C. Mazziotta, A. W. Toga, A. Evans, P. Fox, and J. Lancaster. A probabilistic atlas of the human brain: Theory and rationale for its development: The international consortium for brain mapping (icbm). NeuroImage, 2(2, Part 1): 89-101, Jun 1995.
14. A. Myronenko, X. Song, and M. Carreira-Perpinan. Nonrigid point set registration: Coherent point drift. In B. Schölkopf, J. Platt, and T. Hoffman, editors, Advances in Neural Information Processing Systems.MIT Press, 2007.
15. D. Perednia and R. White. Automatic registration of multiple skin lesions by use of point pattern matching. Computerized Medical Imaging and Graphics, 16: 205-216, May 1992.
16. J.-S. Pierrard and T. Vetter. Skin detail analysis for face recognition. CVPR, pages 1-8, Jun 2007.
17. L. Ries, D. Melbert, M. Krapcho, D. Stinchcomb, N. Howlader, M. Horner, A. Mariotto, B. Miller, E. Feuer, S. Altekruse, D. Lewis, L. Clegg, M. Eisner, M. Reichman, B. Edwards, and M. Bethesda. Cancer statistics review, 1975-2005. National Cancer Institute, 2008.
18. J. Roning and M. Riech. Registration of nevi in successive skin images for early detection of melanoma. ICPR, 1: 352- 357, Aug 1998.
19. J. Talairach and P. Tournoux. Co-Planar Stereotaxic Atlas of the Human Brain: 3-Dimensional Proportional System: An Approach to Cerebral Imaging. Thieme Medical Publishers, Jan 1988.
20. L. Thurfjell, C. Bohm, and E. Bengtsson. Cba-an atlasbased software tool used to facilitate the interpretation of neuroimaging data. Computer Methods and Programs in Biomedicine, 47(1): 51- 71, 1995.
21. V. Vezhnevets, V. Sazonov, and A. Andreeva. A survey on pixel-based skin color detection techniques. In Proc. Graphicon-2003, pages 85-92, 2003.
22. R. Zass and A. Shashua. Probabilistic graph and hypergraph matching. CVPR, Jun 2008.
23. Y. Zheng and M. Doermann. Robust point matching for nonrigid shapes by preserving local neighborhood structures. IEEE TPAMI, 28(4): 643, Apr 2006.