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Volumn 6, Issue 101-104, 2012, Pages 5073-5084

Dimensionality reduction and classification feature using mutual information applied to hyperspectral images: A wrapper strategy algorithm based on minimizing the error probability using the inequality of fano

Author keywords

Classification; Error probability; Feature selection; Hyperspectral images; Mutual information; Redundancy

Indexed keywords


EID: 84867301319     PISSN: None     EISSN: 1312885X     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (8)

References (16)
  • 1
    • 0003497127 scopus 로고    scopus 로고
    • On information extraction principles for hyperspectral data: A white paper
    • Purdue University, West Lafayette, IN, Technical Report, School of Electrical and Computer Engineering.Tlchargeable ici
    • D. Landgrebe, On information extraction principles for hyperspectral data: A white paper, Purdue University, West Lafayette, IN, Technical Report, School of Electrical and Computer Engineering, 1997. Tlchargeable ici : http://dynamo.ecn.purdue.edu/landgreb/whitepaper.pdf.
    • (1997)
    • Landgrebe, D.1
  • 2
    • 84867320152 scopus 로고    scopus 로고
    • ftp://ftp.ecn.purdue.edu/biehl/MultiSpec/
  • 3
    • 33750590333 scopus 로고    scopus 로고
    • Damper Senior Member,Band Selection for Hyperspectral Image Classification Using Mutual Information IEEE and J. D. B. Nelson.
    • OCTOBER
    • Baofeng Guo, Steve R. Gunn, R. I. Damper Senior Member,"Band Selection for Hyperspectral Image Classification Using Mutual Information",IEEE and J. D. B. Nelson. IEEE GEOSCIENCE AND REMOTE SINSING LETTERS, Vol .3, NO .4, OCTOBER 2006.
    • (2006) Ieee Geoscience and Remote Sinsing Letters , vol.3 , Issue.4
    • Guo, B.1    Steve, R.2    Gunn, R.I.3
  • 4
    • 41849112041 scopus 로고    scopus 로고
    • Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification
    • Senior Member, IEEE, and APRIL
    • Baofeng Guo, Steve R. Gunn, R. I. Damper, Senior Member, IEEE, and James D. B. Nelson."Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification", IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 17, NO. 4, APRIL 2008.
    • (2008) IEEE TRANSACTIONS ON IMAGE PROCESSING , vol.17 , Issue.4
    • Guo, B.1    Gunn, S.R.2    Damper, R.I.3    Nelson, J.D.B.4
  • 5
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: a library for support vector machines.
    • Software available at
    • Chih-Chung Chang and Chih-Jen Lin, LIBSVM: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2:27:1-27:27, 2011. Software available at http://www.csie.ntu.edu.tw/cjlin/libsvm.
    • (2011) ACM Transactions on Intelligent Systems and Technology , vol.2
    • Chang, C.-C.1    Lin, C.-J.2
  • 6
    • 84867320150 scopus 로고    scopus 로고
    • Proposition d'une approche de'segmentation dimages hyperspectrales. PhD thesis. Universite Montpellier II. Fvrier.
    • Nathalie GORRETTA-MONTEIRO , Proposition d'une approche de'segmentation dimages hyperspectrales. PhD thesis. Universite Montpellier II. Fvrier 2009.
    • (2009)
    • Gorretta-Monteiro, N.1
  • 8
    • 35948966389 scopus 로고    scopus 로고
    • Featutre extraction based on direct calculation of mutual information
    • NOV. 2007
    • Kwak, N. and Choi, C. "Featutre extraction based on direct calculation of mutual information".IJPRAI VOL. 21, NO. 7, PP. 1213-1231, NOV. 2007 (2007).
    • (2007) IJPRAI , vol.21 , Issue.7 , pp. 1213-1231
    • Kwak, N.1    Choi, C.2
  • 10
    • 77957741951 scopus 로고
    • Information Thaory,On the mean accuracy of statistical pattern recognizers.
    • ISSN 0018-9448 DOI: 10.1109/TIT.1968.1054102
    • Huges, G. Information Thaory,"On the mean accuracy of statistical pattern recognizers". IEEE Transactionon Jan 1968, Volume 14, Issue:1, p:55-63, ISSN 0018-9448 DOI: 10.1109/TIT.1968.1054102.
    • (1968) IEEE Transactionon Jan , vol.14 , Issue.1 , pp. 55-63
    • Huges, G.1
  • 12
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Nat Taiwan Univ. Taipei Mar, ISSN: 1045-9227, IAN: 7224559,DOI: 10.1109/72.991427
    • Chih-Wei Hsu; Chih-Jen Lin, "A comparison of methods for multiclass support vector machines" Dept. of Comput. Sci. Inf. Eng., Nat Taiwan Univ. Taipei Mar 2002, Volume: 13 I:2;pages: 415-425 ISSN: 1045-9227, IAN: 7224559, DOI: 10.1109/72.991427
    • (2002) Dept. of Comput. Sci. Inf. Eng , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 13
    • 67650505041 scopus 로고    scopus 로고
    • Incremental Wrapper-based subset Selection with replacement: An advantageous alternative to sequential forward selection Comput
    • Syst. Dept., Univ. de Castilla-La Mancha, Albacete; Computational Intelligence and Data Mining, . CIDM '09. IEEE Symposium on March 30 2009-April 2 2009, ISBN: 978-1-4244-2765-9, IAN: 10647089, DOI: 10.1109/CIDM.2009.4938673
    • Bermejo, P.; Gamez, J.A.; Puerta, J.M. "Incremental Wrapper-based subset Selection with replacement: An advantageous alternative to sequential forward selection"Comput. Syst. Dept., Univ. de Castilla-La Mancha, Albacete; Computational Intelligence and Data Mining, 2009. CIDM '09. IEEE Symposium on March 30 2009-April 2 2009, pages: 367 - 374, ISBN: 978-1-4244-2765-9, IAN: 10647089, DOI: 10.1109/CIDM.2009.4938673
    • (2009) , pp. 367-374
    • Bermejo, P.1    Gamez, J.A.2    Puerta, J.M.3
  • 14
    • 25144492516 scopus 로고    scopus 로고
    • Ecient Feature Selection via Analysis of Relevance and Redundancy Department of Computer Science and Engineering; Arizona State University, Tempe, AZ 85287-8809, USA, Journal of Machine Learning Research.
    • Lei Yu,Huan Liu, "Ecient Feature Selection via Analysis of Relevance and Redundancy", Department of Computer Science and Engineering; Arizona State University, Tempe, AZ 85287-8809, USA, Journal of Machine Learning Research 5 (2004) 1205-1224.
    • (2004) , vol.5 , pp. 1205-1224
    • Yu, L.1    Liu, H.2
  • 15
    • 33750393171 scopus 로고    scopus 로고
    • Feature subset selection based on relevance
    • Hui Wang, David Bell, and Fionn Murtagh, "Feature subset selection based on relevance", Vistas in Astronomy, Volume 41, Issue 3, 1997, Pages 387-396.
    • (1997) Vistas in Astronomy , vol.41 , Issue.3 , pp. 387-396
    • Wang, H.1    Bell, D.2    Murtagh, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.