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Volumn 35, Issue , 2004, Pages

Classification of multi-spectral, multi-temporal and multi-sensor images using principal components analysis and artificial neural networks: Beykoz case

Author keywords

Artificial Neural Networks; Classification; Land Cover; Maximum Likelihood; PCA; Principal Components

Indexed keywords

BACKPROPAGATION ALGORITHMS; IMAGE CLASSIFICATION; MAPS; MAXIMUM LIKELIHOOD; NEURAL NETWORKS; PRINCIPAL COMPONENT ANALYSIS;

EID: 85012829082     PISSN: 16821750     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (10)

References (11)
  • 1
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    • Principal component-based algorithm on multispectral remote sensing data for spectral discrimination of tree cover from other vegetation types
    • Ashutosh, S., 2002. Principal component-based algorithm on multispectral remote sensing data for spectral discrimination of tree cover from other vegetation types. Current Science, 82(1), pp. 67-69.
    • (2002) Current Science , vol.82 , Issue.1 , pp. 67-69
    • Ashutosh, S.1
  • 2
    • 0027525734 scopus 로고
    • Artificial neural networks for land-cover classification and mapping
    • Civco, D. L., 1993. Artificial neural networks for land-cover classification and mapping. International Journal of Geographical Information Systems, 7(2), pp. 173-186.
    • (1993) International Journal of Geographical Information Systems , vol.7 , Issue.2 , pp. 173-186
    • Civco, D.L.1
  • 4
    • 0030104285 scopus 로고    scopus 로고
    • Remote sensing of forest change using artificial neural networks
    • Gopal, S. and Woodcock, C., 1996. Remote sensing of forest change using artificial neural networks. IEEE Transactions on Geoscience and Remote Sensing, 34(2), pp. 398-403.
    • (1996) IEEE Transactions on Geoscience and Remote Sensing , vol.34 , Issue.2 , pp. 398-403
    • Gopal, S.1    Woodcock, C.2
  • 5
    • 0033454031 scopus 로고    scopus 로고
    • Pruning artificial neural networks: An example using land cover classification of multisensor images
    • Kavzoglu, T. and Mather, P.M., 1999. Pruning artificial neural networks: an example using land cover classification of multisensor images. International Journal of Remote Sensing, 20(14), pp. 2787-2803.
    • (1999) International Journal of Remote Sensing , vol.20 , Issue.14 , pp. 2787-2803
    • Kavzoglu, T.1    Mather, P.M.2
  • 6
    • 0346245214 scopus 로고    scopus 로고
    • The use of backpropagating artificial neural networks in land cover classification
    • Kavzoglu, T. and Mather, P.M., 2003. The use of backpropagating artificial neural networks in land cover classification. International Journal of Remote Sensing, 24(23), pp. 4907-4938.
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.23 , pp. 4907-4938
    • Kavzoglu, T.1    Mather, P.M.2
  • 8
    • 20344399106 scopus 로고    scopus 로고
    • Soil classification in arid lands with Thematic Mapper data
    • Monger, M., 2002. Soil classification in arid lands with Thematic Mapper data. Terra, 20(2), pp. 89-100.
    • (2002) Terra , vol.20 , Issue.2 , pp. 89-100
    • Monger, M.1
  • 9
    • 0029341018 scopus 로고
    • A detailed comparison of backpropagation neural network and maximum likelihood classifiers for urban land use classification
    • Paola, J. D. and Schowengerdt, R. A., 1995. A detailed comparison of backpropagation neural network and maximum likelihood classifiers for urban land use classification. IEEE Transactions on Geoscience and Remote Sensing, 33(4), pp. 981-996.
    • (1995) IEEE Transactions on Geoscience and Remote Sensing , vol.33 , Issue.4 , pp. 981-996
    • Paola, J.D.1    Schowengerdt, R.A.2
  • 10
    • 0031868383 scopus 로고    scopus 로고
    • An analysis of changes in a multidate dat set: A case study in the Ikitelli area, Istanbul, Turkey
    • Sunar, F., 1998. An analysis of changes in a multidate dat set: a case study in the Ikitelli area, Istanbul, Turkey. International Journal of Remote Sensing, 19(2), pp. 225-235.
    • (1998) International Journal of Remote Sensing , vol.19 , Issue.2 , pp. 225-235
    • Sunar, F.1
  • 11
    • 1942439885 scopus 로고    scopus 로고
    • Comparison of maximum likelihood classification method with supervised artificial neural network algorithms for land use activities
    • Sunar Erbek, F., Özkan, C. and Taberner, M., 2004. Comparison of maximum likelihood classification method with supervised artificial neural network algorithms for land use activities. International Journal of Remote Sensing, 25(9), pp. 1733-1748.
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.9 , pp. 1733-1748
    • Sunar Erbek, F.1    Özkan, C.2    Taberner, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.