Satellite image segmentation with Shadowed C-Means

Information Sciences

Volumn 181, Issue 17, 2011, Pages 3601-3613

  Mitra, Sushmita ^a   Kundu, Partha Pratim ^a  

^a INDIAN STATISTICAL INSTITUTE   (India)

Author keywords

Pixel segmentation; Remote sensing image; Shadowed clustering

Indexed keywords

C-MEANS; EFFICIENT ALGORITHM; ENVIRONMENTAL CONDITIONS; HOMOGENEOUS REGIONS; IMAGE REGIONS; LAND-COVER TYPES; MODELING UNCERTAINTIES; PIXEL CLUSTERING; REMOTE SENSING IMAGE; REMOTELY SENSED IMAGES; ROUGH CLUSTERING; SATELLITE IMAGES; SHADOWED CLUSTERING; SPECTRAL PROPERTIES; SPOT IMAGE; SYNTHETIC IMAGES; USER-DEFINED PARAMETERS; VALIDITY INDEX;

CLUSTERING ALGORITHMS; IMAGE RECONSTRUCTION; LANDFORMS; PIXELS; REMOTE SENSING;

IMAGE SEGMENTATION;

EID: 79957597758     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2011.04.027     Document Type: Article

References (23)

1. A. Ben-Hur, A. Elisseeff, and I. Guyon, A stability based method for discovering structure in clustered data. In Proc. of Pacific Symposium on Biocomputing, pages 6-17, 2002.
2. J.C. Bezdek Pattern Recognition with Fuzzy Objective Function Algorithms 1981 Plenum Press New York
3. D.L. Davies, and D.W. Bouldin A cluster separation measure IEEE Transactions on Pattern Analysis and Machine Intelligence 1 1979 224 227
4. P.F. Felzenszwalb, and D.P. Huttenlocher Efficient graph-based image segmentation International Journal of Computer Vision 59 2004 167 181
5. 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 1998 1684 1699 (Pubitemid 128744230)
6. P. Lingras, and C. West Interval set clustering of Web users with rough k-means Journal of Intelligent Information Systems 23 2004 5 16
7. J. Malik, S. Belongie, T. Leung, and J. Shi Contour and texture analysis for image segmentation International Journal of Computer Vision 43 2001 7 27 (Pubitemid 32720090)
8. K.V. Mardia, and T.J. Hainsworth A spatial thresholding method for image segmentation IEEE Transactions on Pattern Analysis and Machine Intelligence 10 1988 919 927
9. S. Mitra, H. Banka, and W. Pedrycz Rough-fuzzy collaborative clustering IEEE Transactions on Systems, Man, and Cybernetics, Part-B 36 2006 795 805 (Pubitemid 44178150)
10. S. Mitra, W. Pedrycz, and B. Barman Shadowed C-Means: Integrating fuzzy and rough clustering Pattern Recognition 43 2010 1282 1291
11. S.K. Pal, A. Ghosh, and B. Uma Shankar Segmentation of remotely sensed images with fuzzy thresholding, and quantitative evaluation International Journal of Remote Sensing 21 2000 2269 2300 (Pubitemid 30467308)
12. Z. Pawlak Rough Sets, Theoretical Aspects of Reasoning about Data 1991 Kluwer Academic Dordrecht
13. W. Pedrycz Shadowed sets: Representing and processing fuzzy sets IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics 28 1998 103 109 (Pubitemid 128747992)
14. P. Perona, and J. Malik Scale-space and edge detection using anisotopic diffusion IEEE Transactions on Pattern Analysis and Machine Intelligence 12 1990 629 639 (Pubitemid 20726016)
15. J.A. Richards, and X. Jia Remote Sensing Digital Image Analysis An Introduction 4th ed. 2006 Springer-Verlag Berlin Heidelberg Germany
16. C.J.V. Rijsbergen Information Retrieval 2nd ed. 1979 Butterworth London
17. L.G. Shapiro, and G.C. Stockman Computer Vision 2001 Prentice Hall NJ
18. J. Shi, and J. Malik Normalized cuts and image segmentation IEEE Transactions on Pattern Analysis and Machine Intelligence 22 2000 888 905
19. S. Thiruvengadachari and A. Kalpana. IRS Data Users Handbook (Revision 1). Dept. of Space, Govt. of India, NRSA, 1989.
20. J.T. Tou, and R.C. Gonzalez Pattern Recognition Principles 1974 Addison-Wesley London
21. X.L. Xie, and G. Beni A validity measure for fuzzy clustering IEEE Transactions on Pattern Analysis and Machine Intelligence 13 1991 841 847 (Pubitemid 21704193)
22. L.A. Zadeh Toward a generalized theory of uncertainty (GTU) - An outline Information Sciences 172 2005 1 40 (Pubitemid 40612866)
23. L.A. Zadeh Is there a need for fuzzy logic? Information Sciences 178 2008 2751 2779