메뉴 건너뛰기




Volumn 5, Issue 3, 2013, Pages 2678-2684

A dashboard to analysis and synthesis of dimensionality reduction methods in remote sensing

Author keywords

Feature extraction software; Feature selection software; Hyperspectral images classification; Remote sensing

Indexed keywords


EID: 84880952006     PISSN: None     EISSN: 09754024     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (5)

References (14)
  • 1
    • 25144492516 scopus 로고    scopus 로고
    • Efficient Feature election via Analysis of Relevance and Redundancy
    • Y. Lei and H. Liu , " Efficient Feature election via Analysis of Relevance and Redundancy", Journal of Machine Learning Research, Vol. 5,{2}
    • Journal of Machine Learning Research , vol.5 , Issue.2
    • Lei, Y.1    Liu, H.2
  • 2
    • 84880951840 scopus 로고    scopus 로고
    • Perdue, document avaible at
    • Perdue, document avaible at: ftp://ftp.ecn.purdue.edu/biehl/MultiSpec/,97
  • 4
    • 33749846009 scopus 로고    scopus 로고
    • Dimensionality Reduction Based on ICA Regression Problem
    • Lecture Notes in Computer Science
    • Nojun Kwak and C. Kim, " Dimensionality Reduction Based on ICA Regression Problem", Lecture Notes in Computer Science, Vol.1431, p: 1--10, 2006.
    • (2006) , vol.1431 , pp. 1-10
    • Kwak, N.1    Kim, C.2
  • 5
    • 77957741951 scopus 로고
    • On the mean accuracy of statistical pattern recognizers
    • IEEE Transactionon
    • G. Huges, " On the mean accuracy of statistical pattern recognizers", Information Thaory, IEEE Transactionon, Vol. Vol 14, N.1, p: 55-63, 1968.
    • (1968) Information Thaory , vol.14 , Issue.1 , pp. 55-63
    • Huges, G.1
  • 7
    • 66549104242 scopus 로고    scopus 로고
    • Reducing the Computational Load of Hyperspectral Band Selection Using the One-Bit Transform of Hyperspectral Bands Geoscience and Remote Sensing Symposium
    • IEEE Conference Publications
    • B. Demir and S. Erturk , " Reducing the Computational Load of Hyperspectral Band Selection Using the One-Bit Transform of Hyperspectral Bands Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International ,Vol.2, IEEE Conference Publications , N, p: 919--922, 2008.
    • (2008) IEEE International , vol.2 , pp. 919-922
    • Demir, B.1    Erturk, S.2
  • 8
    • 84867294610 scopus 로고    scopus 로고
    • Dimensionality reduction and classification feature using mutual information applied to hyperspectral images: a filter strategy based algorithm
    • N.101-104
    • E. Sarhrouni and A. Hammouch and D. Aboutajdine, " Dimensionality reduction and classification feature using mutual information applied to hyperspectral images: a filter strategy based algorithm", Appl. Math. Sci, Vol. 6, N.101-104, p: 5085--5095, 2012.
    • (2012) Appl. Math. Sci , vol.6 , pp. 5085-5095
    • Sarhrouni, E.1    Hammouch, A.2    Aboutajdine, D.3
  • 9
    • 0003368229 scopus 로고    scopus 로고
    • A Comparative Evaluation of Sequential Feature Selection Algorithms
    • Springer-Verlag
    • D. W. Aha and R. L. Bankert , " A Comparative Evaluation of Sequential Feature Selection Algorithms",In Learning from Data :Lecture Notes in Statistics, Springer-Verlag,Vol. 112, p:199--206, 1996.
    • (1996) Learning from Data :Lecture Notes in Statistics , vol.1 , Issue.112 , pp. 199-206
    • Aha, D.W.1    Bankert, R.L.2
  • 10
    • 84880954701 scopus 로고    scopus 로고
    • Pattern recognition: A statistical approach
    • publisher = The MIT Press, ISBN:026208290x, Téléchargeable
    • D. Hand and H.Mannila and P. Smyth, " Pattern recognition: A statistical approach", publisher = The MIT Press, ISBN:026208290x, 2001, Téléchargeable ici: ttp://dynamo.ecn.purdue.edu/~landgreb/whitepaper.pdf.
    • (2001)
    • Hand, D.1    Mannila, H.2    Smyth, P.3
  • 14
    • 33847145102 scopus 로고    scopus 로고
    • Hyperspectral image fusion using spectrally weighted kernels
    • 2005 8th International Conference on
    • B. Guo and Steve R. Gunn and R. I. Damper Senio and J. D. B. Nelson, " Hyperspectral image fusion using spectrally weighted kernels , .Information Fusion, 2005 8th International Conference on, . 2005, Vol.1 p: 1205--1224, 2004
    • (2004) Information Fusion , vol.1 , pp. 1205-1224
    • Guo, B.1    Gunn, S.R.2    Damper Senio, R.I.3    Nelson, J.D.B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.