메뉴 건너뛰기




Volumn 10, Issue 5, 2013, Pages 1152-1156

A feature-metric-based affinity propagation technique for feature selection in hyperspectral image classification

Author keywords

Affinity propagation (AP); feature metric (FM); feature selection; hyperspectral images; relevant component analysis (RCA)

Indexed keywords

AFFINITY PROPAGATION; EQUIVALENCE CONSTRAINTS; FEATURE METRIC (FM); HYPER-SPECTRAL IMAGES; HYPERSPECTRAL IMAGE CLASSIFICATION; RELEVANT COMPONENT ANALYSIS; SPECTRAL CORRELATION; TRANSFORMATION MATRICES;

EID: 84879931142     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2012.2233711     Document Type: Article
Times cited : (37)

References (20)
  • 2
    • 0034651854 scopus 로고    scopus 로고
    • A technique for feature selection in multiclass problems
    • L. Bruzzone and S. B. Serpico, "A technique for feature selection in multiclass problems," Int. J. Remote Sens., vol. 21, no. 3, pp. 549-563, Feb. 2000. (Pubitemid 30102558)
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.3 , pp. 549-563
    • Bruzzone, L.1    Serpico, S.B.2
  • 4
    • 70349332954 scopus 로고    scopus 로고
    • A novel approach to the selection of spatially invariant features for the classification of hyperspectral images with improved generalization capability
    • Sep
    • L. Bruzzone and C. Persello, "A novel approach to the selection of spatially invariant features for the classification of hyperspectral images with improved generalization capability," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 9, pp. 3180-3191, Sep. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.9 , pp. 3180-3191
    • Bruzzone, L.1    Persello, C.2
  • 5
    • 0035391615 scopus 로고    scopus 로고
    • A new search algorithm for feature selection in hyperspectral remote sensing images
    • DOI 10.1109/36.934069, PII S0196289201054997
    • S. B. Serpico and L. Bruzzone, "A new search algorithm for feature selection in hyperspectral remote sensing images," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 7, pp. 1360-1367, Jul. 2001. (Pubitemid 32732652)
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.7 , pp. 1360-1367
    • Serpico, S.B.1    Bruzzone, L.2
  • 8
    • 78049386545 scopus 로고    scopus 로고
    • Learning Bregman distance functions and its application for semi-supervised clustering
    • L. Wu, R. Jin, S. C. H. Hoi, J. Zhu, and N. Yu, "Learning Bregman distance functions and its application for semi-supervised clustering," in Proc. Adv. Neural Inf. Process. Syst., 2009, pp. 1-9.
    • (2009) Proc. Adv. Neural Inf. Process. Syst. , pp. 1-9
    • Wu, L.1    Jin, R.2    Hoi, S.C.H.3    Zhu, J.4    Yu, N.5
  • 10
    • 21844457672 scopus 로고    scopus 로고
    • Learning a Mahalanobis metric from equivalence constraints
    • Jun
    • A. Bar-Hillel, T. Hertz, N. Shental, and D. Weinshall, "Learning a Mahalanobis metric from equivalence constraints," J. Mach. Learn. Res., vol. 6, no. 6, pp. 937-965, Jun. 2005.
    • (2005) J. Mach. Learn. Res. , vol.6 , Issue.6 , pp. 937-965
    • Bar-Hillel, A.1    Hertz, T.2    Shental, N.3    Weinshall, D.4
  • 11
    • 33847172327 scopus 로고    scopus 로고
    • Clustering by passing messages between data points
    • DOI 10.1126/science.1136800
    • B. J. Frey and D. Dueck, "Clustering by passing messages between data points," Science, vol. 315, no. 5814, pp. 972-976, Feb. 2007. (Pubitemid 46281181)
    • (2007) Science , vol.315 , Issue.5814 , pp. 972-976
    • Frey, B.J.1    Dueck, D.2
  • 12
    • 54249105227 scopus 로고    scopus 로고
    • Mixture modeling by affinity propagation
    • Cambridge, MA: MIT Press, 3, 7
    • B. J. Frey and D. Dueck, "Mixture modeling by affinity propagation," in Advances in Neural Information Processing System, vol. 18. Cambridge, MA: MIT Press, 2006, 2, 3, 7.
    • (2006) Advances in Neural Information Processing System , vol.18 , pp. 2
    • Frey, B.J.1    Dueck, D.2
  • 13
    • 38949137845 scopus 로고    scopus 로고
    • Response to comment on 'Clustering by passing messages between data points'
    • Feb
    • B. J. Frey and D. Dueck, "Response to comment on 'Clustering by passing messages between data points'," Science, vol. 319, no. 5864, p. 726, Feb. 2008.
    • (2008) Science , vol.319 , Issue.5864 , pp. 726
    • Frey, B.J.1    Dueck, D.2
  • 14
    • 77952585968 scopus 로고    scopus 로고
    • A fuzzystatistics- based affinity propagation technique for clustering in multispectral images
    • Jun
    • C. Yang, L. Bruzzone, F. Sun, L. Lu, R. Guan, and Y. Liang, "A fuzzystatistics- based affinity propagation technique for clustering in multispectral images," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 6, pp. 2647- 2659, Jun. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.6 , pp. 2647-2659
    • Yang, C.1    Bruzzone, L.2    Sun, F.3    Lu, L.4    Guan, R.5    Liang, Y.6
  • 17
    • 84863006273 scopus 로고
    • AVIRIS NW Indiana's Indian Pines
    • AVIRIS NW Indiana's Indian Pines 1992 Data Set. [Online]. Available: https://engineering.purdue.edu/~biehl/MultiSpec/hyperspectral.html
    • (1992) Data Set
  • 18
    • 4344614511 scopus 로고    scopus 로고
    • Classification of hyperspectral remote sensing images with support vector machines
    • Aug
    • F. Melgani and L. Bruzzone, "Classification of hyperspectral remote sensing images with support vector machines," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 8, pp. 1778-1790, Aug. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.8 , pp. 1778-1790
    • Melgani, F.1    Bruzzone, L.2
  • 19
    • 0033224770 scopus 로고    scopus 로고
    • Joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification
    • DOI 10.1109/36.803411
    • C.-I. Chang, Q. Du, T. L. Sun, and M. L. G. Althouse, "A joint band prioritization and band-decorrelation approach to band selection for hyperspectral image classification," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 6, pp. 2631-2641, Nov. 1999. (Pubitemid 30519596)
    • (1999) IEEE Transactions on Geoscience and Remote Sensing , vol.37 , Issue.6 , pp. 2631-2641
    • Chang, C.-I.1    Du, Q.2    Sun, T.-L.3    Althouse, M.L.G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.