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Volumn 42, Issue 9, 2009, Pages 2135-2149

Modified differential evolution based fuzzy clustering for pixel classification in remote sensing imagery

Author keywords

Cluster validity measures; Differential evolution; Fuzzy clustering; Remote sensing satellite imagery; Statistical significant test

Indexed keywords

BENCHMARK FUNCTIONS; CLUSTER VALIDITY MEASURES; DIFFERENTIAL EVOLUTION; FUZZY CLUSTERING TECHNIQUES; HOMOGENEOUS REGIONS; LAND COVER; LAND-COVER TYPES; MODIFIED DIFFERENTIAL EVOLUTION; PIXEL CLASSIFICATION; REAL LIFE DATASETS; REAL-CODED; REMOTE SENSING IMAGERY; REMOTE SENSING SATELLITE IMAGERY; SATELLITE IMAGES; STATISTICAL SIGNIFICANCE TEST; STATISTICAL SIGNIFICANT TEST;

EID: 67349110181     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2009.01.011     Document Type: Article
Times cited : (158)

References (41)
  • 1
    • 8844278616 scopus 로고    scopus 로고
    • Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification
    • Maulik U., and Bandyopadhyay S. Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification. IEEE Transactions on Geoscience and Remote Sensing 41 5 (2003) 1075-1081
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.5 , pp. 1075-1081
    • Maulik, U.1    Bandyopadhyay, S.2
  • 8
    • 0032595161 scopus 로고    scopus 로고
    • A fuzzy k-modes algorithm for clustering categorical data
    • Huang Z., and Ng M.K. A fuzzy k-modes algorithm for clustering categorical data. IEEE Transactions on Fuzzy Systems 7 4 (1999) 446-452
    • (1999) IEEE Transactions on Fuzzy Systems , vol.7 , Issue.4 , pp. 446-452
    • Huang, Z.1    Ng, M.K.2
  • 10
    • 0003853519 scopus 로고
    • Differential evolution-a simple and efficient adaptive scheme for global optimization over continuous spaces
    • Technical Report TR-95-012, International Computer Science Institute, Berkley, URL
    • R. Storn, K. Price, Differential evolution-a simple and efficient adaptive scheme for global optimization over continuous spaces, Technical Report TR-95-012, International Computer Science Institute, Berkley, 1995, URL 〈http://http.icsi.berkeley.edu/storn/litera.html〉.
    • (1995)
    • Storn, R.1    Price, K.2
  • 11
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-a simple and efficient heuristic strategy for global optimization over continuous spaces
    • Storn R., and Price K. Differential evolution-a simple and efficient heuristic strategy for global optimization over continuous spaces. Journal of Global Optimization 11 (1997) 341-359
    • (1997) Journal of Global Optimization , vol.11 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 15
    • 0029307494 scopus 로고
    • Constrained optimization
    • Storn R. Constrained optimization. Dr. Dobb's Journal (1995) 119-123
    • (1995) Dr. Dobb's Journal , pp. 119-123
    • Storn, R.1
  • 19
    • 23844498540 scopus 로고    scopus 로고
    • A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification
    • Pakhira M.K., Bandyopadhyay S., and Maulik U. A study of some fuzzy cluster validity indices, genetic clustering and application to pixel classification. Fuzzy Sets and Systems 155 (2005) 191-214
    • (2005) Fuzzy Sets and Systems , vol.155 , pp. 191-214
    • Pakhira, M.K.1    Bandyopadhyay, S.2    Maulik, U.3
  • 20
    • 17044374644 scopus 로고    scopus 로고
    • Simulated annealing using a reversible jump Markov chain monte carlo algorithm for fuzzy clustering
    • Bandyopadhyay S. Simulated annealing using a reversible jump Markov chain monte carlo algorithm for fuzzy clustering. IEEE Transactions on Knowledge and data Engineering 17 4 (2005) 479-490
    • (2005) IEEE Transactions on Knowledge and data Engineering , vol.17 , Issue.4 , pp. 479-490
    • Bandyopadhyay, S.1
  • 22
    • 15344339503 scopus 로고    scopus 로고
    • An efficient technique for superfamily classification of amino acid sequences: feature extraction, fuzzy clustering and prototype selection
    • Bandyopadhyay S. An efficient technique for superfamily classification of amino acid sequences: feature extraction, fuzzy clustering and prototype selection. Fuzzy Sets and Systems 152 (2005) 5-16
    • (2005) Fuzzy Sets and Systems , vol.152 , pp. 5-16
    • Bandyopadhyay, S.1
  • 24
    • 0003849948 scopus 로고
    • L. Davis Ed, Van Nostrand Reinhold, New York
    • L. Davis (Ed.), Handbook of Genetic Algorithms, Van Nostrand Reinhold, New York, 1991.
    • (1991) Handbook of Genetic Algorithms
  • 25
    • 0033715579 scopus 로고    scopus 로고
    • Genetic algorithm based clustering technique
    • Maulik U., and Bandyopadhyay S. Genetic algorithm based clustering technique. Pattern Recognition 33 (2000) 1455-1465
    • (2000) Pattern Recognition , vol.33 , pp. 1455-1465
    • Maulik, U.1    Bandyopadhyay, S.2
  • 26
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrik S., Gelatt C.D., and Vecchi M.P. Optimization by simulated annealing. Science 220 (1983) 671-680
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrik, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 30
    • 0023453329 scopus 로고
    • Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
    • Rousseeuw P. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. Journal of Computational and Applied Mathematics 20 (1987) 53-65
    • (1987) Journal of Computational and Applied Mathematics , vol.20 , pp. 53-65
    • Rousseeuw, P.1
  • 34
    • 0344290980 scopus 로고    scopus 로고
    • Effects of swarm size on cooperative particle swarm optimizers
    • F.V.D. Bergh, P.A. Engelbrecht, Effects of swarm size on cooperative particle swarm optimizers, in: Proceedings of GECCO-2001, 2001, pp. 892-899.
    • (2001) Proceedings of GECCO-2001 , pp. 892-899
    • Bergh, F.V.D.1    Engelbrecht, P.A.2
  • 35
    • 58149494543 scopus 로고    scopus 로고
    • Unsupervised pixel classification in satellite imagery: A two-stage fuzzy clustering approach
    • A. Mukhopadhyay, U. Maulik, Unsupervised pixel classification in satellite imagery: a two-stage fuzzy clustering approach, Fundamenta Informaticae (2008) 1001-1018.
    • (2008) Fundamenta Informaticae , pp. 1001-1018
    • Mukhopadhyay, A.1    Maulik, U.2
  • 38
    • 67349117172 scopus 로고
    • NRSA, Hyderabad, India
    • IRS data users handbook, IRS/NRSA/NDC/HB-01/86
    • IRS data users handbook, NRSA, Hyderabad, India, 1986, URL Rep. IRS/NRSA/NDC/HB-01/86.
    • (1986) URL Rep
  • 39
    • 0035248083 scopus 로고    scopus 로고
    • Pixel classification using variable string genetic algorithms with chromosome differentiation
    • Bandyopadhyay S., and Pal S.K. Pixel classification using variable string genetic algorithms with chromosome differentiation. IEEE Transactions on Geoscience and Remote Sensing 39 2 (2001) 303-308
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.2 , pp. 303-308
    • Bandyopadhyay, S.1    Pal, S.K.2
  • 41
    • 36448965202 scopus 로고    scopus 로고
    • An Improved Algorithm for Clustering Gene Expression Data, Bioionformatics
    • Bandyopadhyay S., Mukhopadhyay A., and Maulik U. An Improved Algorithm for Clustering Gene Expression Data, Bioionformatics. Oxford University Press. Oxford 23 21 (2007) 2859-2865
    • (2007) Oxford University Press. Oxford , vol.23 , Issue.21 , pp. 2859-2865
    • Bandyopadhyay, S.1    Mukhopadhyay, A.2    Maulik, U.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.