Blood vessel extraction based on mumford shah modeland skeletonization

Proceedings of the 2006 International Conference on Machine Learning and Cybernetics

Volumn 2006, Issue , 2006, Pages 4227-4232

  Lam, Benson S Y ^a   Yan, Hong ^a,b  

^a CITY UNIVERSITY OF HONG KONG   (Hong Kong)

^b UNIVERSITY OF SYDNEY   (Australia)

Author keywords

Blood vessels segmentation; Mumford shah model; Retinal imaging; Skeletonization

Indexed keywords

BLOOD VESSELS; IMAGE ANALYSIS; IMAGE SEGMENTATION; MATHEMATICAL MODELS; MEDICAL IMAGING;

BLOOD VESSELS SEGMENTATION; MUMFORD-SHAH MODEL; RETINAL IMAGE; SKELETONIZATION;

FEATURE EXTRACTION;

EID: 33947261636     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2006.258948     Document Type: Conference Paper

References (8)

1. T. D. Pham, D. T. Tran, M. Brown and R. L. Kennedy, "Image Segmentation of Retinal Vessels by Fuzzy Models," Proc. of International Symposium on Intelligent Signal Processing and Communication System, pp. 541-544, 2005.
2. S. Chaudhuri, S. Chatterjee, N. Katz, M. Nelson and M. Goldbaum, "Detection of Blood Vessels in Retinal Images Using Two-Dimensional Matched Filters," IEEE Trans. on Medical Imaging, Vol. 8, No. 3, pp. 263-269, 1989.
3. A. Hoover, V. Kouznetsova and M. Goldbaum, "Locating the Blood Vessels in Retinal Images by Piecewise Threshold Probing of a Matched Filter Response,", IEEE Trans. on Medical Imaging, Vol. 19, No. 3, pp. 203-210, 2000.
4. Y. A. Tolias and S. M. Panas, "A Fuzzy Vessel Tracking Algorithm for Retinal Image Based on Fuzzy Clustering," IEEE Trans. on Medical Imaging, Vol. 17, No. 2, pp. 263-273, 1998.
5. T. Chan and J. Shen, Image processing and analysis: variational, PDE, wavelet, and stochastic methods, Philadelphia: Society for Industrial and Applied Mathematics, 2005.
6. T. Chan, S. Osher and J. Shen, "The Digital TV Filter and Nonlinear Denoising," IEEE Trans. on Image Processing, Vol. 10, No. 2, pp. 231-241, 2001.
7. S. Esedoglu and J. Shen, "Digital inpainting based on the Mumford-Shah-Euler image model," European J. Appl. Math., Vol. 13, pp. 353-370, 2002.
8. http://www.parl.clemson.edu/stare/probing/