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Volumn 6, Issue 5, 2013, Pages 2290-2301

Automatic fuzzy clustering based on adaptive multi-objective differential evolution for remote sensing imagery

Author keywords

Automatic fuzzy clustering; classification; differential evolution; multi objective; remote sensing

Indexed keywords

DIFFERENTIAL EVOLUTION; FUZZY CLUSTERING METHOD; MULTI OBJECTIVE; MULTI-OBJECTIVE DIFFERENTIAL EVOLUTIONS; MULTI-OBJECTIVE PROBLEM; SELF-ADAPTIVE STRATEGY; TRADITIONAL CLUSTERING; USER-DEFINED PARAMETERS;

EID: 84884813162     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2013.2240655     Document Type: Article
Times cited : (89)

References (37)
  • 5
    • 84655163796 scopus 로고    scopus 로고
    • SVMeFC: SVM ensemble fuzzy clustering for satellite image segmentation
    • Jan
    • I. Saha, U. Maulik, S. Bandyopadhyay, and D. Plewczynski, "SVMeFC: SVM ensemble fuzzy clustering for satellite image segmentation," IEEE Geosci. Remote Sens. Lett., vol. 9, no. 1, pp. 52-55, Jan. 2012.
    • (2012) IEEE Geosci. Remote Sens. Lett. , vol.9 , Issue.1 , pp. 52-55
    • Saha, I.1    Maulik, U.2    Bandyopadhyay, S.3    Plewczynski, D.4
  • 7
    • 27644485640 scopus 로고    scopus 로고
    • A new convergence proof of fuzzy c-means
    • DOI 10.1109/TFUZZ.2005.856560
    • L. Groll and J. Jakel, "A new convergence proof of fuzzy c-means," IEEE Trans. Fuzzy Syst., vol. 13, no. 5, pp. 717-720, Oct. 2005. (Pubitemid 41555596)
    • (2005) IEEE Transactions on Fuzzy Systems , vol.13 , Issue.5 , pp. 717-720
    • Groll, L.1    Jakel, J.2
  • 8
    • 54949090814 scopus 로고    scopus 로고
    • Automatic clustering using an improved differential evolution algorithm
    • Jan
    • S. Das, A. Abraham, and A. Konar, "Automatic clustering using an improved differential evolution algorithm," IEEETrans. Syst.Man Cybern. A, Syst. Humans, vol. 38, no. 1, pp. 218-237, Jan. 2008.
    • (2008) IEEETrans. Syst.Man Cybern. A, Syst. Humans , vol.38 , Issue.1 , pp. 218-237
    • Das, S.1    Abraham, A.2    Konar, A.3
  • 9
    • 53749085581 scopus 로고    scopus 로고
    • Automatic image pixel clustering with an improved differential evolution
    • S. Das and A. Konar, "Automatic image pixel clustering with an improved differential evolution," Appl. Soft Comput., vol. 9, no. 1, pp. 226-236, 2009.
    • (2009) Appl. Soft Comput. , vol.9 , Issue.1 , pp. 226-236
    • Das, S.1    Konar, A.2
  • 11
    • 77956059820 scopus 로고    scopus 로고
    • Automatic fuzzy clustering using modified differential evolution for image classification
    • Sep
    • U. Maulik and I. Saha, "Automatic fuzzy clustering using modified differential evolution for image classification," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 9, pp. 3503-3510, Sep. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.9 , pp. 3503-3510
    • Maulik, U.1    Saha, I.2
  • 13
    • 78751629236 scopus 로고    scopus 로고
    • A new multi-objective technique for differential fuzzy clustering
    • Mar
    • I. Saha, U. Maulik, and D. Plewczynski, "A new multi-objective technique for differential fuzzy clustering," Appl. Soft Comput., vol. 11, no. 2, pp. 2765-2776, Mar. 2011.
    • (2011) Appl. Soft Comput. , vol.11 , Issue.2 , pp. 2765-2776
    • Saha, I.1    Maulik, U.2    Plewczynski, D.3
  • 14
    • 34247466658 scopus 로고    scopus 로고
    • Multiobjective genetic clustering for pixel classification in remote sensing imagery
    • DOI 10.1109/TGRS.2007.892604
    • S. Bandyopadhyay, U. Maulik, and A. Mukhopadhyay, "Multiobjective genetic clustering for pixel classification in remote sensing imagery," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 5, pp. 1506-1511, May 2007. (Pubitemid 46652348)
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , Issue.5 , pp. 1506-1511
    • Bandyopadhyay, S.1    Maulik, U.2    Mukhopadhyay, A.3
  • 15
    • 84856296237 scopus 로고    scopus 로고
    • Multiobjective clustering with metaheuristic: Current trends and methods in image segmentation
    • Feb
    • C. Bong and M. Rajeswari, "Multiobjective clustering with metaheuristic: Current trends and methods in image segmentation," IET Image Process., vol. 6, no. 1, pp. 1-10, Feb. 2012.
    • (2012) IET Image Process. , vol.6 , Issue.1 , pp. 1-10
    • Bong, C.1    Rajeswari, M.2
  • 16
    • 0029360028 scopus 로고
    • On cluster validity for the fuzzy c-means model
    • N. R. Pal and J. C. Bezdek, "On cluster validity for the fuzzy c-means model," IEEE Trans. Fuzzy Syst., vol. 3, no. 3, pp. 370-379, 1995.
    • (1995) IEEE Trans. Fuzzy Syst. , vol.3 , Issue.3 , pp. 370-379
    • Pal, N.R.1    Bezdek, J.C.2
  • 17
    • 79952003251 scopus 로고    scopus 로고
    • Differential evolution: A survey of the state-of-The-art
    • S. Das and P. N. Suganthan, "Differential evolution: A survey of the state-of-the-art," IEEE Trans. Evol. Comput., vol. 15, no. 1, pp. 4-31, 2011.
    • (2011) IEEE Trans. Evol. Comput. , vol.15 , Issue.1 , pp. 4-31
    • Das, S.1    Suganthan, P.N.2
  • 18
    • 77953516550 scopus 로고    scopus 로고
    • Linear antenna array synthesis with constrained multi-objective differential evolution
    • S. Pal, B. Qu, S. Das, and P. Suganthan, "Linear antenna array synthesis with constrained multi-objective differential evolution," Prog. Electromagn. Res., vol. 21, pp. 87-111, 2010.
    • (2010) Prog. Electromagn. Res. , vol.21 , pp. 87-111
    • Pal, S.1    Qu, B.2    Das, S.3    Suganthan, P.4
  • 19
    • 78751622826 scopus 로고    scopus 로고
    • Economic environmental dispatch usingmulti-objective differential evolution
    • M. Basu, "Economic environmental dispatch usingmulti-objective differential evolution," Appl. Soft Comput., vol. 11, no. 2, pp. 2845-2853, 2011.
    • (2011) Appl. Soft Comput. , vol.11 , Issue.2 , pp. 2845-2853
    • Basu, M.1
  • 20
    • 73949111539 scopus 로고    scopus 로고
    • Pareto optimal microwave filter design using multiobjective differential evolution
    • Jan
    • S. K. Goudos and J. N. Sahalos, "Pareto optimal microwave filter design using multiobjective differential evolution," IEEE Trans. Antennas Propag., vol. 58, no. 1, pp. 132-144, Jan. 2010.
    • (2010) IEEE Trans. Antennas Propag. , vol.58 , Issue.1 , pp. 132-144
    • Goudos, S.K.1    Sahalos, J.N.2
  • 21
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • DOI 10.1109/4235.996017, PII S1089778X02041012
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II," IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182-197, Apr. 2002. (Pubitemid 34555372)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 22
    • 0142000477 scopus 로고    scopus 로고
    • Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces
    • R. Storn and K. Price, "Differential evolution - A simple and efficient heuristic for global optimization over continuous spaces," J. Global Optim., vol. 11, no. 4, pp. 341-359, 1997. (Pubitemid 127502202)
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 23
    • 79960489798 scopus 로고    scopus 로고
    • Differential evolution as applied to electromagnetics
    • Feb
    • P. Rocca, "Differential evolution as applied to electromagnetics, " IEEE Antennas Propag. Mag., vol. 53, no. 1, pp. 38-49, Feb. 2011.
    • (2011) IEEE Antennas Propag. Mag. , vol.53 , Issue.1 , pp. 38-49
    • Rocca, P.1
  • 24
    • 79960889507 scopus 로고    scopus 로고
    • Differential evolution algorithm for security-constrained energy and reserve optimization considering credible contingencies
    • Aug
    • H.A.Hejazi, H. R. Mohabati, S.H.Hosseinian, andM. Abedi, "Differential evolution algorithm for security-constrained energy and reserve optimization considering credible contingencies," IEEE Trans. Power Syst., vol. 26, no. 3, pp. 1145-1155, Aug. 2011.
    • (2011) IEEE Trans. Power Syst. , vol.26 , Issue.3 , pp. 1145-1155
    • Hejazi, H.A.1    Mohabati, H.R.2    Hosseinian, S.H.3    Abedi, M.4
  • 25
    • 77955913459 scopus 로고    scopus 로고
    • Differential evolution approach for regularized bioluminescence tomography
    • Sep
    • A. Cong, W. X. Cong, Y. J. Lu, P. Santago, A. Chatziioannou, and G. Wang, "Differential evolution approach for regularized bioluminescence tomography," IEEE Trans. Biomed. Eng., vol. 57, no. 9, pp. 2229-2238, Sep. 2010.
    • (2010) IEEE Trans. Biomed. Eng. , vol.57 , Issue.9 , pp. 2229-2238
    • Cong, A.1    Cong, W.X.2    Lu, Y.J.3    Santago, P.4    Chatziioannou, A.5    Wang, G.6
  • 26
    • 84866481410 scopus 로고    scopus 로고
    • Remote sensing image subpixel mapping based on adaptive differential evolution
    • Oct
    • Y. Zhong and L. Zhang, "Remote sensing image subpixel mapping based on adaptive differential evolution," IEEE Trans. Syst. Man, Cybern. B, Cybern., vol. 42, no. 5, pp. 1306-1329, Oct. 2012.
    • (2012) IEEE Trans. Syst. Man, Cybern. B, Cybern. , vol.42 , Issue.5 , pp. 1306-1329
    • Zhong, Y.1    Zhang, L.2
  • 27
    • 45849101727 scopus 로고    scopus 로고
    • Shape reconstruction of a perfectly conducting scatterer using differential evolution and particle swarm optimization
    • Jul
    • I. T. Rekanos, "Shape reconstruction of a perfectly conducting scatterer using differential evolution and particle swarm optimization," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 7, pp. 1967-1974, Jul. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.7 , pp. 1967-1974
    • Rekanos, I.T.1
  • 28
    • 33644978280 scopus 로고    scopus 로고
    • Evolutionary multi-objective optimization: A historical view of the field
    • Feb
    • C. A. C. Coello, "Evolutionary multi-objective optimization: A historical view of the field," IEEE Comput. Intell. Mag., vol. 1, no. 1, pp. 28-36, Feb. 2006.
    • (2006) IEEE Comput. Intell. Mag. , vol.1 , Issue.1 , pp. 28-36
    • Coello, C.A.C.1
  • 30
    • 84862796933 scopus 로고    scopus 로고
    • Combining multiobjective optimization with differential evolution to solve constrained optimization problems
    • Apr
    • Y. Wang and Z. X. Cai, "Combining multiobjective optimization with differential evolution to solve constrained optimization problems," IEEE Trans. Evol. Comput., vol. 16, no. 1, pp. 117-134, Apr. 2012.
    • (2012) IEEE Trans. Evol. Comput. , vol.16 , Issue.1 , pp. 117-134
    • Wang, Y.1    Cai, Z.X.2
  • 31
    • 84856511777 scopus 로고    scopus 로고
    • Robustness against the decision-maker's attitude to risk in problems with conflicting objectives
    • Jan
    • D. Tuia and G. Camps-Valls, "Robustness against the decision-maker's attitude to risk in problems with conflicting objectives," IEEE Trans. Evol. Comput., vol. 16, no. 1, pp. 1-19, Jan. 2012.
    • (2012) IEEE Trans. Evol. Comput. , vol.16 , Issue.1 , pp. 1-19
    • Tuia, D.1    Camps-Valls, G.2
  • 32
    • 84884814941 scopus 로고
    • Lausanne, Switzerland: F. Rouge
    • V. Pareto, Cours d'Economie Politique. Lausanne, Switzerland: F. Rouge, 1896, vol. I-II.
    • (1896) Cours d'Economie Politique , vol.1-2
    • Pareto, V.1
  • 33
    • 33847199831 scopus 로고    scopus 로고
    • Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems
    • DOI 10.1109/TEVC.2006.872133
    • J. Brest, S. Greiner, B. Boskovic, M. Mernik, and V. Zumer, "Selfadapting control parameters in differential evolution: A comparative study on numerical benchmark problems," IEEE Trans. Evol. Comput., vol. 10, no. 6, pp. 646-657, Dec. 2006. (Pubitemid 46445554)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.6 , pp. 646-657
    • Brest, J.1    Greiner, S.2    Boskovic, B.3    Mernik, M.4    Zumer, V.5
  • 35
    • 80052658238 scopus 로고    scopus 로고
    • A new fuzzy clustering algorithm based on clonal selection for land cover classification
    • 101155/2011/708459 Article ID 708459
    • Y. Zhong and L. Zhang, "A new fuzzy clustering algorithm based on clonal selection for land cover classification," Mathematical Problems in Engineering, vol. 2011, pp. 1-21, 2011, 10.1155/2011/708459, Article ID 708459.
    • (2011) Mathematical Problems in Engineering , vol.2011 , pp. 1-21
    • Zhong, Y.1    Zhang, L.2
  • 37
    • 80053115195 scopus 로고    scopus 로고
    • Unsupervised remote sensing image classification using an artificial immune network
    • Y. Zhong and L. Zhang, "Unsupervised remote sensing image classification using an artificial immune network," Int. J. Remote Sens., vol. 32, no. 19, pp. 5461-5483, 2011.
    • (2011) Int. J. Remote Sens. , vol.32 , Issue.19 , pp. 5461-5483
    • Zhong, Y.1    Zhang, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.