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Volumn 13, Issue 4, 2016, Pages 599-603

A Novel Approach for Multispectral Satellite Image Classification Based on the Bat Algorithm

Author keywords

Bat algorithm (BA); clustering; genetic algorithm (GA); multispectral satellite image; particle swarm optimization (PSO)

Indexed keywords

ALGORITHMS; CLUSTERING ALGORITHMS; CROPS; EXTRACTION; GENETIC ALGORITHMS; OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO); PROBLEM SOLVING; REMOTE SENSING; SATELLITE IMAGERY; SATELLITES;

EID: 84979469488     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2016.2530724     Document Type: Article
Times cited : (96)

References (21)
  • 1
    • 0030616083 scopus 로고    scopus 로고
    • Mapping of crop rotation using multidate Indian Remote Sensing satellite digital data
    • S. Panigrahy and S. A. Sharma, "Mapping of crop rotation using multidate Indian Remote Sensing satellite digital data," J. Photogramm. Remote Sens., vol. 52, no. 2, pp. 95-91, 1997.
    • (1997) J. Photogramm. Remote Sens. , vol.52 , Issue.2 , pp. 95-191
    • Panigrahy, S.1    Sharma, S.A.2
  • 2
    • 85013897486 scopus 로고
    • Research on remote sensing meteorological model for wheat yield estimation
    • F. Li and G. Tian, "Research on remote sensing meteorological model for wheat yield estimation," in Proc. GISdevelopment.net, AARS, 1991.
    • (1991) Proc. GISdevelopment.net, AARS
    • Li, F.1    Tian, G.2
  • 3
    • 70349544152 scopus 로고    scopus 로고
    • Crop classification using biologically inspired techniques and high resolution satellite image
    • S. N. Omkar, J. Senthilnath, D. Mudigere, M. M. Kumar, "Crop classification using biologically inspired techniques and high resolution satellite image," J. Indian Soc. Remote Sens., vol. 36, pp. 175-182, 2008.
    • (2008) J. Indian Soc. Remote Sens. , vol.36 , pp. 175-182
    • Omkar, S.N.1    Senthilnath, J.2    Mudigere, D.3    Kumar, M.M.4
  • 5
    • 0024152048 scopus 로고
    • Crop classification with multi-temporal X-band SAR data
    • Edinburgh, Scotland
    • G. M. Foody, P. J. Curran, G. B. Groom, D. C. Munro, "Crop classification with multi-temporal X-band SAR data," in Proc. IEEE IGARSS Symp., Edinburgh, Scotland, 1988, pp. 217-220.
    • (1988) Proc IEEE IGARSS Symp. , pp. 217-220
    • Foody, G.M.1    Curran, P.J.2    Groom, G.B.3    Munro, D.C.4
  • 6
    • 84871748730 scopus 로고    scopus 로고
    • An SVM ensemble approach combing spectral, structural, semantic features for the classification of high resolution remotely sensed imagery
    • Jan.
    • X. Huang and L. Zhang, "An SVM ensemble approach combing spectral, structural, semantic features for the classification of high resolution remotely sensed imagery," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 1, pp. 257-272, Jan. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.1 , pp. 257-272
    • Huang, X.1    Zhang, L.2
  • 7
    • 84877920957 scopus 로고    scopus 로고
    • Crop stage classification of hyperspectral data using unsupervised techniques
    • Apr.
    • J. Senthilnath et al., "Crop stage classification of hyperspectral data using unsupervised techniques," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 6, no. 2, pp. 861-866, Apr. 2013.
    • (2013) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.6 , Issue.2 , pp. 861-866
    • Senthilnath, J.1
  • 9
    • 0036798199 scopus 로고    scopus 로고
    • An evolutionary technique based on K-means algorithm for optimal clustering in RN
    • Oct.
    • S. Bandyopadhyay and U. Maulik, "An evolutionary technique based on K-means algorithm for optimal clustering in RN," Inf. Sci., vol. 146, no. 1-4, pp. 221-237, Oct. 2002.
    • (2002) Inf. Sci. , vol.146 , Issue.1-4 , pp. 221-237
    • Bandyopadhyay, S.1    Maulik, U.2
  • 10
    • 33745149670 scopus 로고    scopus 로고
    • Evaluation of particle swarm optimization effectiveness in classification
    • A. D. C. Ivan De Falco, "Evaluation of particle swarm optimization effectiveness in classification," Fuzzy Logic Appl., vol. 3849, pp. 164-171, 2005.
    • (2005) Fuzzy Logic Appl. , vol.3849 , pp. 164-171
    • Falco De Ivan, C.A.D.1
  • 11
    • 77957901422 scopus 로고    scopus 로고
    • A novel clustering approach: Artificial bee colony (ABC) algorithm
    • Jan.
    • D. Karaboga and C. Ozturk, "A novel clustering approach: Artificial bee colony (ABC) algorithm," Appl. Soft Comput., vol. 11, no. 1, pp. 652-657, Jan. 2011.
    • (2011) Appl. Soft Comput. , vol.11 , Issue.1 , pp. 652-657
    • Karaboga, D.1    Ozturk, C.2
  • 12
    • 80053988026 scopus 로고    scopus 로고
    • Clustering using firefly algorithm: Performance study
    • J. Senthilnath, S. N. Omkar, V. Mani, "Clustering using firefly algorithm: Performance study," Swarm Evol. Comput., vol. 1, no. 3, pp. 164-171, 2011.
    • (2011) Swarm Evol. Comput. , vol.1 , Issue.3 , pp. 164-171
    • Senthilnath, J.1    Omkar, S.N.2    Mani, V.3
  • 13
    • 1542507077 scopus 로고    scopus 로고
    • An ant colony approach for clustering
    • May
    • P. Shelokar, V. Jayaraman, B. Kulkarni, "An ant colony approach for clustering," Anal. Chimica Acta, vol. 509, no. 2, pp. 187-195, May 2004.
    • (2004) Anal. Chimica Acta , vol.509 , Issue.2 , pp. 187-195
    • Shelokar, P.1    Jayaraman, V.2    Kulkarni, B.3
  • 16
    • 84890765779 scopus 로고    scopus 로고
    • Bat algorithm: Literature review and applications
    • X. S. Yang and X. He, "Bat algorithm: Literature review and applications," Int. J. Bio-Inspired Comput., vol. 5, no. 3, pp. 141-149, 2013.
    • (2013) Int. J. Bio-Inspired Comput. , vol.5 , Issue.3 , pp. 141-149
    • Yang, X.S.1    He, X.2
  • 17
    • 84871562179 scopus 로고    scopus 로고
    • Integrating nature-inspired optimization algorithms to K-means clustering
    • R. Tang, F. Simon, X. S. Yang, S. Deb, "Integrating nature-inspired optimization algorithms to K-means clustering," in Proc. 7th ICDIM, Macau, China, 2012, pp. 116-123.
    • (2012) Proc. 7th ICDIM, Macau, China , pp. 116-123
    • Tang, R.1    Simon, F.2    Yang, X.S.3    Deb, S.4
  • 19
    • 84863857333 scopus 로고    scopus 로고
    • Bat algorithm: A novel approach for global engineering optimization
    • X. S. Yang and A. H. Gandomi, "Bat algorithm: A novel approach for global engineering optimization", Int. J. Comput. Aided Eng. Softw., vol. 29, no. 5, pp. 464-483, 2012.
    • (2012) Int. J. Comput. Aided Eng. Softw. , vol.29 , Issue.5 , pp. 464-483
    • Yang, X.S.1    Gandomi, A.H.2
  • 20
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C. D. Gelatt,M. P. Vecchi, "Optimization by simulated annealing," Science, vol. 220, no. 4598, pp. 671-680, 1983.
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.