Color image segmentation based on type-2 fuzzy sets and region merging

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4678 LNCS, Issue , 2007, Pages 943-954

  Tehami, Samy ^a   Bigand, André ^a   Colot, Olivier ^a  

^a UNIV LILLE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR IMAGE PROCESSING; FUZZY SETS; IMAGE ANALYSIS; INFORMATION ANALYSIS; UNCERTAINTY ANALYSIS;

HISTOGRAM ANALYSIS; HOMOGENEOUS REGIONS; MERGING PROCESS; NOISY IMAGES;

IMAGE SEGMENTATION;

EID: 38149070106     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74607-2_86     Document Type: Conference Paper

References (30)

1. Meyer, F.: Topographic distance and watershed lines. Signal Processing 38, 113-125 (1994)
2. Bigand, A., Bouwmans, T., Dubus, J.P.: Extraction of line segments from fuzzy images. Pattern Recognition Letters 22, 1405-1418 (2001)
3. Demirci, R.: Rule-based automatic segmentation of color images. Int. J. Electron. Commun 60, 435-442 (2006)
4. Cheng, H., Jiang, X., Wang, J.: Color image segmentation based on homogram thresholding and region merging. Pattern Recognition 35(2), 373-393 (2002)
5. Chen, T.Q., Lu, Y.: Color image segmentation- an innovative approach. Pattern Recognition 35, 395-405 (2002)
6. Trémeau, A., Colantoni, P.: Regions adjencency graph applied to color image segmentation. IEEE Trans. Image Process 9(4), 735-744 (2000)
7. Hagras, H.A.: A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots. IEEE Trans, on Fuzzy Systems 12(4), 524-539 (2004)
8. Wu, H., Mendel, J.M.: Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems. IEEE Trans, on Fuzzy Systems 10(5), 622-639 (2002)
9. Prados-Suarez, B., Chamorro-Martinez, J., Sanchez, D., Abad, J.: Region-based fit of color homogeneity measures for fuzzy image segmentation. Fuzzy Sets and Systems 158, 215-229 (2007)
10. Fan, J.-L., Ma, Y.-L.: Some new fuzzy entropy formulas. Fuzzy Sets and Systems 128, 277-284 (2002)
11. Liang, Q., Karnish, N.N., Mendel, J.M.: Connection admission control in ATM networks using survey-based type-2 fuzzy logic systems, IEEE Trans. on Systems, Man and Cyber 30(3), 329-339 (2000)
12. Auephanwiriyakul, S., Keller, J.M., Gader, P.D.: Generalized Choquet Fuzzy Integral Fusion. Information Fusion 3 (2002)
13. Taleb-Ahmed, A., Bigand, A., Lethuc, V., Allioux, P.M.: Visual acuity of vision tested by fuzzy logic: an application in ophthalmology as a step towards a telemedicine project. Information Fusion 5, 217-230 (2004)
14. Cheng, H.D., Chen, C.H., Chiu, H.H., Xu, H.J.: Fuzzy homogeneity approach to multilevel thresholding. IEEE Trans. Image Process 7(7), 1084-1088 (1998)
15. Philipp-Foliguet, S., Vieira, M.B., Sanfourche, M.: Fuzzy segmentation of fuzzy images and indexing of fuzzy regions. In: CGVIP02, Brazil (2002)
16. Rhee, F., Hwang, C.: An interval type-2 fuzzy k-nearest neighbor. In: Proc. Int. Conf. Fuzzy Syst. vol. 2, pp. 802-807 (May 2003)
17. Hwang, C., Rhee, F.: An interval type-2 fuzzy C spherical shells algorithm. In: Proc. Int. Conf. Fuzzy Syst. vol. 2, pp. 1117-1122 (May 2004)
18. Mendel, J.M., Bob John, R.I.: Type-2 fuzzy sets made simple. IEEE Trans. on Fuzzy Systems 10(02), 117-127 (2002)
19. Mendel, J.M., Bob John, R.I., Liu, F.: Interval Type-2 Fuzzy Logic Systems made simple. IEEE Trans. on Fuzzy Systems 14(06), 808-821 (2006)
20. Mendel, J.M., Wu, H.: Type-2 Fuzzistics for symmetric Interval Type-2 Fuzzy Sets: Parti, Forward problems. IEEE Trans. on Fuzzy Systems 14(06), 781-792 (2006)
21. Mendel, J.M.: Advances in type-2 fuzzy sets and systems. Information Sciences 177, 84-110 (2007)
22. Finlayson, G.D.: Color in perspective. IEEE Trans. on PAMI 18(10), 1034-1035 (1996)
23. Bloch, I.: Information combination operators for data fusion: a comparative review with classification. IEEE Trans. on SMC 26, 52-67 (1996)
24. Zadeh, L. A.: The concept of a linguistic variable and its application to approximate reasoning. Information Sciences 8, 199-249 (1975)
25. Yager, R.R.: On the measure of fuzzyness and negation. Int, J. Gen. Sys. 5, 221-229 (1979)
26. Kaufmann, A.: Introduction to the theory of fuzzy set - Fundamental theorical elements. Academic Press, New York (1975)
27. Pal, N.R., Bezdek, J.C.: Measures of fuzzyness: a review and several classes. Van Nostrand Reinhold, New York (1994)
28. Deluca, A., Termini, S.: A definition of a nonprobabilistic entropy in the setting of fuzzy set theory. Information and Control 20(4), 301-312 (1972)
29. Klir, G.J., Yuan, B.: Fuzzy sets and fuzzy logic. Theory and applications. Prentice-Hall, Englewood Cliffs (1995)
30. Tizhoosh, H.R.: Image thresholding using type 2 fuzzy sets. Pattern Recognition 38, 2363-2372 (2005)