Modified fuzzy ants clustering approach

Applied Intelligence

Volumn 31, Issue 2, 2009, Pages 122-134

  Supratid, Siriporn ^a   Kim, Hwajoon ^a  

^a RANGSIT UNIVERSITY   (Thailand)

Author keywords

Ant colony system; Color histogram; Fuzzy c means; Genetic algorithm; Image retrieval

Indexed keywords

ANT COLONY SYSTEM; ANT COLONY SYSTEMS; CLUSTERING APPROACH; COLOR HISTOGRAM; COLOR SPACE; FUZZY ANT CLUSTERING; FUZZY C MEAN; FUZZY C-MEANS; FUZZY COLOR HISTOGRAM; LIGHTING INTENSITY; LOCAL MINIMUMS; LOCAL OPTIMA; PERFORMANCE MEASUREMENTS; QUANTIZATION ERRORS; SEARCH SPACES;

COLOR; FUZZY CLUSTERING; FUZZY SYSTEMS; GENETIC ALGORITHMS; IMAGE ENHANCEMENT; SENSITIVITY ANALYSIS;

IMAGE RETRIEVAL;

EID: 70349439236     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-008-0117-z     Document Type: Article

References (28)

1. Bezdek JC (1981) Pattern recognition with fuzzy objective function algorithms. Plenum, New York
2. H Sun S Wang Q Jiang 2004 FCM-based model selection algorithms for determining the number of clusters Pattern Recogn Lett 37 10 2027 2037 1056.68583
3. A Baraldi P Blonda 1999 A survey of fuzzy clustering algorithms for pattern recognition IEEE Trans Syst Man Cybern, Part B, Cybern 29 6 778 785 10.1109/3477.809032 (Pubitemid 32211615)
4. Di Nuovo AG, Catania V, Di Nuovo SF, Buono S (2006) Evolving fuzzy c-means: An intelligent technique for efficient diagnosis of children mental retardation level from databases with missing values. In: Proceedings of the international conference on artificial intelligence (ICAI '06), 26-29 June 2006, Las Vegas, USA
5. A El Imrani A Bouroumi M Limouri A Essa 2000 A coevolutionary genetic algorithm using fuzzy clustering Intell Data Analysis 4 3-4 183 193 1088.68709
6. MJ Kim I Han KC Lee 2004 Hybrid knowledge integration using the fuzzy genetic algorithm: prediction of the Korea stock price index Int J Intell Syst Account Finance Manag 12 1 43 60 10.1002/isaf.240
7. Y Dong Y Zhang C Chang 2002 An improved genetic fuzzy cluster algorithm Fuzzy Syst Math 22 4 104 115
8. Holland JH (1992) Adaptation in natural and artificial systems: An introductory analysis with applications to biology. In: Control, and artificial intelligence, 2nd edn. MIT Press, Cambridge
9. De Jong KA (1975) An analysis of the behavior of a class of genetic adaptive systems. PhD thesis, University of Michigan, Ann Arbor
10. M Dorigo C Blum 2005 Ant colony optimization theory: A survey Theor Comput Sci 344 2-3 243 278 1154.90626 10.1016/j.tcs.2005.05.020 2178855 (Pubitemid 41554100)
11. WJ Gutjahr 2002 ACO algorithms with guaranteed convergence to the optimal solution Inf Process Lett 82 145 153 1013.68092 10.1016/S0020-0190(01)00258-7 1893063 (Pubitemid 34181987)
12. T Stützle M Dorigo 2002 A short convergence proof for a class of ACO algorithms IEEE Trans Evol Comput 6 4 358 365 10.1109/TEVC.2002.802444 (Pubitemid 35032737)
13. PM Kanade LO Hall 2007 Fuzzy ants and clustering IEEE Trans Syst Man Cybern, Part A 37 5 758 769 10.1109/TSMCA.2007.902655 (Pubitemid 47323539)
14. MJ Swain DH Ballard 1991 Color indexing Int J Comput Vis 7 1 11 32 10.1007/BF00130487
15. Wyszecki G, Stiles WS (2000) Color science concepts and method quantitative data and formulal. Wiley, New York, pp 224-229
16. J Fournier M Cord S Philipp-Foliguet 2001 ETIN: A content-based image indexing and retrieval system Pattern Analysis Appl J 4 2/3 153 173 0972.68713 10.1007/PL00014576 1844493 Special issue on image indexation
17. H Muller N Michour D Bandon A Geissbuhler 2004 A review of content-based image retrieval systems in medical applications-clinical benefits and future directions Int J Med Inform 73 1 1 23 10.1016/j.ijmedinf.2003.11.024 (Pubitemid 38229184)
18. S-C Pei C-L Tseng C-C Wu 2001 Using color histogram normalization for recovering chromatic illumination-changed images J Opt Soc Am 18 2641 2658 10.1364/JOSAA.18.002641
19. J Cheng Y-W Chen H Lu X-Y Zeng 2004 A spatial weighted color histogram for image retrieval IEICE Trans Inf Syst E87-D 1 246 249
20. HC Chan Y Wang 2004 Human factors in color-based image retrieval: an empirical study on size estimate accuracies J Vis Commun Image Represent 15 2 113 131 10.1016/j.jvcir.2003.09.001
21. E Todt C Torras 2004 Detecting salient cues through illumination- invariant color ratios Robot Auton Syst 48 111 130 10.1016/S0921-8890(04)00089-2
22. B Hill T Roger FW Vorhagen 1997 Comparative analysis of the quantization of color spaces on the basis of the CIELAB color-difference formula ACM Trans Graph 16 2 109 154 10.1145/248210.248212
23. D Qzdemir L Akarun 2002 A fuzzy algorithm for color quantization of images Pattern Recogn 35 1785 1791 10.1016/S0031-3203(01)00170-4 (Pubitemid 34557579)
24. N Lei N Lin M Yuan 2006 An image retrieval method based on spatial distribution of color J Electron (China) 23 2 220 224 10.1007/s11767-004-0093-3 Science Press, co-published with Springer
25. DW Kim KH Lee DH Lee 2003 Fuzzy cluster validation index based on inter-cluster proximity Pattern Recogn Lett 24 15 2561 2574 10.1016/S0167- 8655(03)00101-6 (Pubitemid 37027778)
26. H Ju M Kai-Kuang 2002 Fuzzy color histogram and its use in color image retrieval IEEE Trans Image Process 11 8 944 952 10.1109/TIP.2002.801585 (Pubitemid 34974178)
27. J Yu Q Cheng H Huang 2007 Analysis of the weighting exponent in the FCM IEEE Trans Syst Man Cybern, Part B 34 1 634 639 10.1109/TSMCB.2003.810951
28. The C.I.E chromaticity (2005) http://hyperphysics.phy-astr.gsu.edu/hbase/ vision/cie.html. Accessed 20 January 2005