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Volumn 7, Issue 6, 2014, Pages 2659-2670

Optimized hyperspectral band selection using particle swarm optimization

Author keywords

Band selection; hyperspectral imagery; particle swarm optimization (PSO)

Indexed keywords

SPECTROSCOPY;

EID: 84905912652     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2014.2312539     Document Type: Article
Times cited : (169)

References (26)
  • 1
    • 55649124564 scopus 로고    scopus 로고
    • Similarity-based unsupervised band selection for hyperspectral image analysis
    • Oct.
    • Q. Du and H. Yang, "Similarity-based unsupervised band selection for hyperspectral image analysis," IEEE Geosci. Remote Sens. Lett., vol. 5, no. 4, pp. 564-568, Oct. 2008.
    • (2008) IEEE Geosci. Remote Sens. Lett. , vol.5 , Issue.4 , pp. 564-568
    • Du, Q.1    Yang, H.2
  • 2
    • 2442551129 scopus 로고    scopus 로고
    • Visual method for spectral band selection
    • Apr.
    • A. Ifarraguerri, "Visual method for spectral band selection," IEEE Geosci. Remote Sens. Lett., vol. 1, no. 2, pp. 101-106, Apr. 2004.
    • (2004) IEEE Geosci. Remote Sens. Lett. , vol.1 , Issue.2 , pp. 101-106
    • Ifarraguerri, A.1
  • 3
    • 3843151477 scopus 로고    scopus 로고
    • Distance metrics and band selection in hyperspectral processing with applications to material identification and spectral libraries
    • Jul.
    • N. Keshava, "Distance metrics and band selection in hyperspectral processing with applications to material identification and spectral libraries," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 7, pp. 1552-1565, Jul. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.7 , pp. 1552-1565
    • Keshava, N.1
  • 5
    • 80255133257 scopus 로고    scopus 로고
    • Semi-supervised band clustering for dimensionality reduction of hyperspectral imagery
    • Nov.
    • H. Su, H. Yang, Q. Du, and Y. Sheng, "Semi-supervised band clustering for dimensionality reduction of hyperspectral imagery," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 6, pp. 1135-1139, Nov. 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.6 , pp. 1135-1139
    • Su, H.1    Yang, H.2    Du, Q.3    Sheng, Y.4
  • 6
    • 78650930212 scopus 로고    scopus 로고
    • An efficient method for supervised hyperspectral band selection
    • Jan.
    • H. Yang, Q. Du, H. Su, and Y. Sheng, "An efficient method for supervised hyperspectral band selection," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 1, pp. 138-142, Jan. 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.1 , pp. 138-142
    • Yang, H.1    Du, Q.2    Su, H.3    Sheng, Y.4
  • 8
    • 84861735806 scopus 로고    scopus 로고
    • Unsupervised band selection for hyperspectral imagery classification without manual band removal
    • Apr.
    • S. Jia, Z. Ji, Y. Qian, and L. Shen, "Unsupervised band selection for hyperspectral imagery classification without manual band removal," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 5, no. 2, pp. 531-543, Apr. 2012.
    • (2012) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.5 , Issue.2 , pp. 531-543
    • Jia, S.1    Ji, Z.2    Qian, Y.3    Shen, L.4
  • 9
    • 79955292027 scopus 로고    scopus 로고
    • A particle swarm optimization-based approach for hyperspectral band selection
    • S. T. Monteiro and Y. Kosugi, "A particle swarm optimization-based approach for hyperspectral band selection," in Proc. IEEE Congr. Evol. Comput., 2007, pp. 3335-3340.
    • (2007) Proc. IEEE Congr. Evol. Comput. , pp. 3335-3340
    • Monteiro, S.T.1    Kosugi, Y.2
  • 10
    • 84861738326 scopus 로고    scopus 로고
    • Particle swarm optimization-based hyperspectral dimensionality reduction for urban land cover classification
    • Apr.
    • H. Yang, Q. Du, and G. Chen, "Particle swarm optimization-based hyperspectral dimensionality reduction for urban land cover classification, " IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 5, no. 2, pp. 544-554, Apr. 2012.
    • (2012) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.5 , Issue.2 , pp. 544-554
    • Yang, H.1    Du, Q.2    Chen, G.3
  • 12
    • 70549090027 scopus 로고    scopus 로고
    • Clustering of hyperspectral images based on multiobjective particle swarm optimization
    • Dec.
    • A. Paoli, F. Melgani, and E. Pasolli, "Clustering of hyperspectral images based on multiobjective particle swarm optimization," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 12, pp. 4175-4188, Dec. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.12 , pp. 4175-4188
    • Paoli, A.1    Melgani, F.2    Pasolli, E.3
  • 14
    • 84889861717 scopus 로고    scopus 로고
    • Particle swarm optimization of kernel-based fuzzy c-means for hyperspectral data clustering
    • S. Niazmardi, A. A. Naeini, S. Homayouni, A. Safari, and F. Samadzadegan, "Particle swarm optimization of kernel-based fuzzy c-means for hyperspectral data clustering," J. Appl. Remote Sens., vol. 6, pp. 063601-063601, 2012.
    • (2012) J. Appl. Remote Sens. , vol.6 , pp. 063601-063601
    • Niazmardi, S.1    Naeini, A.A.2    Homayouni, S.3    Safari, A.4    Samadzadegan, F.5
  • 15
    • 84865742501 scopus 로고    scopus 로고
    • Simultaneous feature selection and SVM parameter determination in classification of hyperspectral imagery using ant colony optimization
    • F. Samadzadegan, H. Hasani, and T. Schenk, "Simultaneous feature selection and SVM parameter determination in classification of hyperspectral imagery using ant colony optimization," Can. J. Remote Sens., vol. 38, pp. 139-156, 2012.
    • (2012) Can. J. Remote Sens. , vol.38 , pp. 139-156
    • Samadzadegan, F.1    Hasani, H.2    Schenk, T.3
  • 16
    • 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
  • 17
    • 84879949626 scopus 로고    scopus 로고
    • Multiobjective discrete particle swarm optimization for multisensor image alignment
    • Sep.
    • J. Senthilnath, S. N. Omkar, V. Mani, and T. Karthikeyan, "Multiobjective discrete particle swarm optimization for multisensor image alignment," IEEE Geosci. Remote Sens. Lett., vol. 10, no. 5, pp. 1095-1099, Sep. 2013.
    • (2013) IEEE Geosci. Remote Sens. Lett. , vol.10 , Issue.5 , pp. 1095-1099
    • Senthilnath, J.1    Omkar, S.N.2    Mani, V.3    Karthikeyan, T.4
  • 18
    • 80455164727 scopus 로고    scopus 로고
    • Endmember extraction of hyperspectral remote sensing images based on the discrete particle swarm optimization algorithm
    • Nov.
    • B. Zhang, X. Sun, L. Gao, and L. Yang, "Endmember extraction of hyperspectral remote sensing images based on the discrete particle swarm optimization algorithm," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 11, Part. 1, pp. 4173-4176, Nov. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.11 PART. 1 , pp. 4173-4176
    • Zhang, B.1    Sun, X.2    Gao, L.3    Yang, L.4
  • 19
    • 84896317057 scopus 로고    scopus 로고
    • Multilevel image segmentation based on fractional-order Darwinian particle swarm optimization
    • Jun.
    • P. Ghamisi, M. S. Couceiro, F. M. L. Martins, and J. A. Benediktsson, "Multilevel image segmentation based on fractional-order Darwinian particle swarm optimization," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 5, pp. 2382-2394, Jun. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.52 , Issue.5 , pp. 2382-2394
    • Ghamisi, P.1    Couceiro, M.S.2    Martins, F.M.L.3    Benediktsson, J.A.4
  • 20
    • 0028547556 scopus 로고
    • Floating search methods in feature selection
    • P. Pudil, J. Novovicova, and J. Kittler, "Floating search methods in feature selection," Pattern Recognit. Lett., vol. 15, no. 11, pp. 1119-1125, 1994.
    • (1994) Pattern Recognit. Lett. , vol.15 , Issue.11 , pp. 1119-1125
    • Pudil, P.1    Novovicova, J.2    Kittler, J.3
  • 22
    • 0037475094 scopus 로고    scopus 로고
    • The particle swarm optimization algorithm: Convergence analysis and parameter selection
    • I. C. Trelea, "The particle swarm optimization algorithm: Convergence analysis and parameter selection," Inf. Process. Lett., vol. 85, no. 6, pp. 317-325, 2003.
    • (2003) Inf. Process. Lett. , vol.85 , Issue.6 , pp. 317-325
    • Trelea, I.C.1
  • 23
    • 70649089296 scopus 로고    scopus 로고
    • Simplifying particle swarm optimization
    • M. E. H. Pedersen and A. J. Chipperfield, "Simplifying particle swarm optimization," Appl. Soft Comput., vol. 10, no. 2, pp. 618-628, 2010.
    • (2010) Appl. Soft Comput. , vol.10 , Issue.2 , pp. 618-628
    • Pedersen, M.E.H.1    Chipperfield, A.J.2
  • 24
    • 0030461168 scopus 로고    scopus 로고
    • Estimating the kappa coefficient and its variance under stratified random sampling
    • S. V. Stehman, "Estimating the kappa coefficient and its variance under stratified random sampling," Photogramm. Eng. Remote Sens., vol. 62, no. 4, pp. 401-407, 1996. (Pubitemid 27022142)
    • (1996) Photogrammetric Engineering and Remote Sensing , vol.62 , Issue.4 , pp. 401-407
    • Stehman, S.V.1
  • 25
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. J. C. Burges, "A tutorial on support vector machines for pattern recognition," Data Mining Knowl. Discov., vol. 2, pp. 121-167, 1998. (Pubitemid 128695475)
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 26
    • 3042661357 scopus 로고    scopus 로고
    • Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy
    • G. M. Foody, "Thematic map comparison: Evaluating the statistical significance of differences in classification accuracy," Photogramm. Eng. Remote Sens., vol. 70, no. 5, pp. 627-633, 2004. (Pubitemid 39081774)
    • (2004) Photogrammetric Engineering and Remote Sensing , vol.70 , Issue.5 , pp. 627-633
    • Foody, G.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.