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Volumn , Issue , 2007, Pages 1489-1492

A SVM ensemble approach for spectral-contextual classification of optical high spatial resolution imagery

Author keywords

Classification; Classifier ensemble; High spatial resolution imagery; Remote sensing; Support vector machines

Indexed keywords

CLASSIFIER ENSEMBLE; HIGH SPATIAL RESOLUTION IMAGERY;

EID: 80455171714     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2007.4423090     Document Type: Conference Paper
Times cited : (16)

References (10)
  • 1
    • 39049141878 scopus 로고    scopus 로고
    • A novel MRF model for the detection of urban areas in optical high spatial resolution images
    • in press
    • Causa, F., Moser, G., Serpico, S. B., "A novel MRF model for the detection of urban areas in optical high spatial resolution images," AIT Italian Journal of Remote Sensing, 2007. (in press).
    • (2007) AIT Italian Journal of Remote Sensing
    • Causa, F.1    Moser, G.2    Serpico, S.B.3
  • 2
    • 15944368123 scopus 로고    scopus 로고
    • De Martino, M., Serpico, S. B., Macchiavello, G., Partially Surpervised Classification of Optical High Spatial Resolution Images in Urban Environment Using Spectral and Textural Information, proc. IGARSS, Anchorage, Alaska, September 20-24, 2004.
    • De Martino, M., Serpico, S. B., Macchiavello, G., "Partially Surpervised Classification of Optical High Spatial Resolution Images in Urban Environment Using Spectral and Textural Information", proc. IGARSS, Anchorage, Alaska, September 20-24, 2004.
  • 4
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L., "Random forests", Machine Learning, vol. 45, no. 1, pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 6
    • 13344278660 scopus 로고    scopus 로고
    • Random forest classifier for remote sensing classification
    • Pal M., Random forest classifier for remote sensing classification. International Journal of Remote Sensing, 26(1), pp. 217-222, 2005.
    • (2005) International Journal of Remote Sensing , vol.26 , Issue.1 , pp. 217-222
    • Pal, M.1
  • 7
    • 14644421528 scopus 로고    scopus 로고
    • Investigation of the Random Forest Framework for Classification of Hyperspectral Data
    • Ham, J., Chen, Y., Crawford, M. M., Ghosh, J., "Investigation of the Random Forest Framework for Classification of Hyperspectral Data", IEEE Trans. Geosci. Remote Sensing, vol. 43, no. 3, 2005.
    • (2005) IEEE Trans. Geosci. Remote Sensing , vol.43 , Issue.3
    • Ham, J.1    Chen, Y.2    Crawford, M.M.3    Ghosh, J.4
  • 10
    • 39049093448 scopus 로고    scopus 로고
    • ENVI (Environment for Visualizing Images), User's manual, v4.3.
    • ENVI (Environment for Visualizing Images), User's manual, v4.3.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.