메뉴 건너뛰기




Volumn , Issue , 2007, Pages 3069-3073

Multisource remote sensing images classification/ data fusion using a multiple classifiers system weighted by a neural decision maker

Author keywords

Data fusion; Multiple classifiers system; Multisource

Indexed keywords

BAGGING AND BOOSTING ALGORITHMS; DATA SOURCES; MULTIPLE CLASSIFIERS;

EID: 56749151207     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2007.4423493     Document Type: Conference Paper
Times cited : (3)

References (10)
  • 1
    • 0025453627 scopus 로고
    • Neural network approaches versus statistical methods in classification of multisource remote sensing data
    • J. A. Benediktsson, P. H. Swain, and O. K. Ersoy, "Neural network approaches versus statistical methods in classification of multisource remote sensing data," IEEE Transaction on Geoscience and Remote Sensing, vol. 28, pp. 540-552, 1990.
    • (1990) IEEE Transaction on Geoscience and Remote Sensing , vol.28 , pp. 540-552
    • Benediktsson, J.A.1    Swain, P.H.2    Ersoy, O.K.3
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging Predictors
    • L. Breiman, "Bagging Predictors," Machine learning, vol. 24, pp. 123-140, 1996.
    • (1996) Machine learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 3
    • 0031211090 scopus 로고    scopus 로고
    • A decision-theoretic generalization of online elearning and an application to boosting
    • Y. Freund and R. E. Schapire, "A decision-theoretic generalization of online elearning and an application to boosting," Journal of Computer and System Sciences, vol. 55, pp. 119-139, 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , pp. 119-139
    • Freund, Y.1    Schapire, R.E.2
  • 4
    • 0029307334 scopus 로고
    • Classification of multisensor remote-sensing images by structured neural networks
    • S.B. Serpico and F. Roli, "Classification of multisensor remote-sensing images by structured neural networks," IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 562-578, 1995.
    • (1995) IEEE Transactions on Geoscience and Remote Sensing , vol.33 , pp. 562-578
    • Serpico, S.B.1    Roli, F.2
  • 6
    • 0028565055 scopus 로고
    • Land-cover classification of multispectral imagery using a dynamic learning neural network
    • K. S.Chen, Y. C.Tzeng, C. F.Chen, and W. L.Kao, "Land-cover classification of multispectral imagery using a dynamic learning neural network," Photogrammetric Engineering and Remote Sensing, vol. 61, pp. 403-408, 1995.
    • (1995) Photogrammetric Engineering and Remote Sensing , vol.61 , pp. 403-408
    • Chen, K.S.1    Tzeng, Y.C.2    Chen, C.F.3    Kao, W.L.4
  • 7
    • 0030149474 scopus 로고    scopus 로고
    • Classification of multifrequency Polarimetrie SAR imagery using a dynamic learning neural network
    • K. S.Chen, W. P. Huang, D. H. Tsay, and F. Amar, "Classification of multifrequency Polarimetrie SAR imagery using a dynamic learning neural network," IEEE Transaction on Geoscience and Remote Sensing, vol. 34, pp. 814-820, 1996.
    • (1996) IEEE Transaction on Geoscience and Remote Sensing , vol.34 , pp. 814-820
    • Chen, K.S.1    Huang, W.P.2    Tsay, D.H.3    Amar, F.4
  • 8
    • 0027208467 scopus 로고
    • Conventional modeling of the multilayer perceptron using polynomial basis functions
    • M. S.Chen and M. T. Manry, 1993, Conventional modeling of the multilayer perceptron using polynomial basis functions. IEEE Transactions on Neural Networks, 4, 164-166.
    • (1993) IEEE Transactions on Neural Networks , vol.4 , pp. 164-166
    • Chen, M.S.1    Manry, M.T.2
  • 9
    • 0000243355 scopus 로고
    • Learning in artificial neural networks: A statistical perspective
    • H. White, "Learning in artificial neural networks: A statistical perspective," Neural Computation, vol. 1, pp. 425-464, 1989.
    • (1989) Neural Computation , vol.1 , pp. 425-464
    • White, H.1
  • 10
    • 34948874891 scopus 로고    scopus 로고
    • Improvement of remote sensing image classification accuracy by using a multiple classifiers system with modified Bagging and Boosting algorithms
    • August, Denver, Colorado, pp
    • Y. C. Tzeng, S. H. Chiu, and Kun-Shan Chen, "Improvement of remote sensing image classification accuracy by using a multiple classifiers system with modified Bagging and Boosting algorithms," Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, (IGARSS'06), 31 July- 4 August, Denver, Colorado, pp. 2769-2772, 2006.
    • (2006) Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, (IGARSS'06), 31 July- 4 , pp. 2769-2772
    • Tzeng, Y.C.1    Chiu, S.H.2    Chen, K.-S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.