A hybrid image segmentation approach using watershed transform and FCM

Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007

Volumn 4, Issue , 2007, Pages 2-6

  Zhang, Yifei ^a   Wu, Shuang ^a   Yu, Ge ^a   Wang, Daling ^a  

^a NORTHEASTERN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE SPEED; WATERSHED ALGORITHMS; WATERSHED TRANSFORMS;

FUZZY CLUSTERING; IMAGE ANALYSIS; IMAGE QUALITY; MEDICAL IMAGING;

IMAGE SEGMENTATION;

EID: 44049089722     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2007.48     Document Type: Conference Paper

References (14)

1. S. Beucher and F. Meyer, "The morphological approach to segmentation: The watershed transform", Mathematical Morphology in Image Processing, E. R. Dougherty, Ed. New York: Marcel Dekker 12 (1993), pp. 433-481.
2. J. M. Gauch, "Image segmentation and analysis via multiscale gradient watershed hierarchies," IEEE Trans. Image Processing, 8 (1999 ), pp. 69-79.
3. J. L. Vincent, "Morphological grayscale reconstruction in image analysis: Applications and efficient algorithms", IEEE Trans. Image Processing, 2 (1993), pp. 176-201.
4. P. Jackway, "Gradient watersheds in morphological scale-space", IEEE Trans. Image Processing, 5 (1996), pp. 913-921.
5. J. Weickert, "Fast segmentation methods based on partial differential equations and the watershed transform", Proc. DAGM Symp., (1998), pp. 93-100.
6. K. Haris, S.N. Efstratiadis, N. Maglaveras, and A.K. Katsaggelos, "Hybrid image segmentation using watersheds and fast region merging", IEEE Transactions on Image Processing, 7 (12) (1998), pp. 1684-1699.
7. J. Weickert, "Efficient image segmentation using partial differential equations and morphology", Pattern Recognition, 34 (9) (2001), pp. 1813-1824.
8. Claudio Rosito Jung, and Jacob Scharcanski, "Robust watershed segmentation using wavelets", Image and Vision Computing, 23 (2005), pp. 661-669.
9. D.L. Pham, and J.L. Prince, "An Adaptive Fuzzy C-Means Algorithm for Image Segmentation in the Presence of Intensity Inhomogeneities", Pattern Recognition Letters, 20 (1) (1999), pp. 57-68.
10. J.L. Vincent, "Algorithmes Morphologiques a Base de Files d'Attente et de Lacets: Extension aux Graphes", PhD thesis, Ecole Nationale Superieure des Mines de Paris, Fontainebleau, (1990)
11. J.L. Vincent, P. Soille, "Watersheds in digital spaces: an efficient algorithm based on immersion simulations", IEEE Trans. Patt. Anal. Mach. Intell. 13 (6) (1991), pp. 583-598.
12. F. Meyer and S. Beucher, "Morphological Segmentation," J. Visual Comm. and Image Representation, vol. 1(1990), pp.21-46.
13. P. Salembier, "Morphological Multiscale Segmentation for Image Coding," Signal Processing, 38 (3) (1994), pp.359-386.
14. A.P. Zijdenbos, B.M. Dawant, R.A. Margolin, and A.C. Palmer, "Morphometric analysis of white matter lesions in MR images: Method and validation". IEEE Transactions on Medical Imaging, 13 (4) (1994), pp. 716.