메뉴 건너뛰기




Volumn 12, Issue 2, 2015, Pages 309-313

Feature selection based on hybridization of genetic algorithm and particle swarm optimization

Author keywords

Attribute profile; feature selection; hybridization of genetic algorithm (GA) and particle swarm optimization (PSO); hyperspectral image analysis; road detection; support vector machine (SVM) classifier

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; GENETIC ALGORITHMS; PARTICLE SWARM OPTIMIZATION (PSO); ROADS AND STREETS; SPECTROSCOPY;

EID: 84906951013     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2014.2337320     Document Type: Article
Times cited : (441)

References (16)
  • 2
    • 77957741951 scopus 로고
    • On the mean accuracy of statistical pattern recognizers
    • Jan
    • G. Hughes, "On the mean accuracy of statistical pattern recognizers," IEEE Trans. Inf. Theory, vol. IT-14, no. 1, pp. 55-63, Jan. 1968.
    • (1968) IEEE Trans. Inf. Theory , vol.14 , Issue.1 , pp. 55-63
    • Hughes, G.1
  • 3
    • 33750798496 scopus 로고    scopus 로고
    • Toward an optimal SVM classification system for hyperspectral remote sensing images
    • Nov
    • Y. Bazi and F. Melgani, "Toward an optimal SVM classification system for hyperspectral remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 11, pp. 3374-3385, Nov. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens , vol.44 , Issue.11 , pp. 3374-3385
    • Bazi, Y.1    Melgani, F.2
  • 4
    • 84886583980 scopus 로고    scopus 로고
    • Swarm optimization of structuring elements for VHR image classification
    • Nov
    • A. Daamouche, F. Melgani, N. Alajlan, and N. Conci, "Swarm optimization of structuring elements for VHR image classification," IEEE Geosci. Remote Sens. Lett., vol. 10, no. 6, pp. 1334-1338, Nov. 2013.
    • (2013) IEEE Geosci. Remote Sens. Lett , vol.10 , Issue.6 , pp. 1334-1338
    • Daamouche, A.1    Melgani, F.2    Alajlan, N.3    Conci, N.4
  • 5
    • 3142697802 scopus 로고    scopus 로고
    • A cooperative approach to particle swarm optimization
    • Jun
    • F. Bergh and A. P. Engelbrecht, "A cooperative approach to particle swarm optimization," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 225-239, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput , vol.8 , Issue.3 , pp. 225-239
    • Bergh, F.1    Engelbrecht, A.P.2
  • 6
    • 78649991860 scopus 로고    scopus 로고
    • Hybrid PSO and GA for global maximization
    • Dec
    • K. Premalatha and A. M. Natarajan, "Hybrid PSO and GA for global maximization," Int. J. Open Probl. Comput. Math., vol. 2, no. 4, pp. 597-608, Dec. 2009.
    • (2009) Int. J. Open Probl. Comput. Math , vol.2 , Issue.4 , pp. 597-608
    • Premalatha, K.1    Natarajan, A.M.2
  • 7
    • 0000223431 scopus 로고    scopus 로고
    • Comparison between genetic algorithms and particle swarm optimization
    • V. W. Porto, Ed. Berlin, Germany: Springer-Verlag
    • R. C. Eberhart and Y. Shi, "Comparison between genetic algorithms and particle swarm optimization," in Evolutionary Programming VII, V. W. Porto, Ed. Berlin, Germany: Springer-Verlag, 1998.
    • (1998) Evolutionary Programming , vol.7
    • Eberhart, R.C.1    Shi, Y.2
  • 8
    • 77957007028 scopus 로고    scopus 로고
    • Morphological attribute profiles for the analysis of very high resolution images
    • Oct
    • M. Dalla Mura, J. A. Benediktsson, B. Waske, and L. Bruzzone, "Morphological attribute profiles for the analysis of very high resolution images," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 10, pp. 3747-3762, Oct. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens , vol.48 , Issue.10 , pp. 3747-3762
    • Dalla Mura, M.1    Benediktsson, J.A.2    Waske, B.3    Bruzzone, L.4
  • 9
    • 0001844324 scopus 로고
    • An overview of genetic algorithms
    • D. Beasley, D. Bull, and R. Martin, "An overview of genetic algorithms," Univ. Comput., vol. 15, no. 2, pp. 58-69, 1993.
    • (1993) Univ. Comput , vol.15 , Issue.2 , pp. 58-69
    • Beasley, D.1    Bull, D.2    Martin, R.3
  • 12
    • 84896316919 scopus 로고    scopus 로고
    • Spectral-spatial classification of hyperspectral images based on hidden Markov random fields
    • May
    • P. Ghamisi, J. A. Benediktsson, and M. O. Ulfarsson, "Spectral- spatial classification of hyperspectral images based on hidden Markov random fields," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 5, pp. 2565-2574, May 2014.
    • (2014) IEEE Trans. Geosci. Remote Sens , vol.52 , Issue.5 , pp. 2565-2574
    • Ghamisi, P.1    Benediktsson, J.A.2    Ulfarsson, M.O.3
  • 14
    • 84900815487 scopus 로고    scopus 로고
    • Automatic spectral-spatial classification framework based on attribute profiles and supervised feature extraction
    • Sep
    • P. Ghamisi, J. A. Benediktsson, and J. R. Sveinsson, "Automatic spectral-spatial classification framework based on attribute profiles and supervised feature extraction," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 9, pp. 5771-5782, Sep. 2014.
    • (2014) IEEE Trans. Geosci. Remote Sens , vol.52 , Issue.9 , pp. 5771-5782
    • Ghamisi, P.1    Benediktsson, J.A.2    Sveinsson, J.R.3
  • 15
    • 84905903346 scopus 로고    scopus 로고
    • Automatic framework for spectral-spatial classification based on supervised feature extraction and morphological attribute profiles
    • to be published
    • P. Ghamisi, J. A. Benediktsson, G. Cavallaro, and A. Plaza, "Automatic framework for spectral-spatial classification based on supervised feature extraction and morphological attribute profiles," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., to be published.
    • IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens
    • Ghamisi, P.1    Benediktsson, J.A.2    Cavallaro, G.3    Plaza, A.4
  • 16
    • 33846122949 scopus 로고    scopus 로고
    • Road detection from high-resolution satellite images using artificial neural networks
    • Feb
    • M. Mokhtarzade and M. V. Zoej, "Road detection from high-resolution satellite images using artificial neural networks," Int. J. Appl. Earth Observ. Geoinf., vol. 9, no. 1, pp. 32-40, Feb. 2007.
    • (2007) Int. J. Appl. Earth Observ. Geoinf , vol.9 , Issue.1 , pp. 32-40
    • Mokhtarzade, M.1    Zoej, M.V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.