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Volumn 4, Issue , 2009, Pages

Ensemble methods for spectral-spatial classification of urban hyperspectral data

Author keywords

Classification; Feature Extraction (FE); High spatial resolution; Hyperspectral remote sensing data; Morphological Profiles (MPs); Random Forests (RF)

Indexed keywords

CLASSIFICATION FEATURES; HIGH SPATIAL RESOLUTION; HYPERSPECTRAL REMOTE SENSING DATA; MORPHOLOGICAL PROFILE; RANDOM FORESTS;

EID: 77951279783     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2009.5417534     Document Type: Conference Paper
Times cited : (16)

References (9)
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  • 2
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    • Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery
    • J. C-W Chan and D. Paelinckx, "Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery," Remote Sens. of Env., vol.112, pp. 2999-3011, 2008.
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    • Chan, J.C.-W.1    Paelinckx, D.2
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    • Random Forests
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    • Morphological Image Analysis
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    • (2003) Principles and Applications
    • Soille, P.1
  • 5
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    • Image segmentation based on the derivative of the morphological profile
    • J. Goustsias, L. Bincent, and D.S. Bloomberg, Eds. Norwell, MA: Kluwer
    • M. Pesaresi and J.A. Benediktsson, "Image segmentation based on the derivative of the morphological profile," in Mathematical Morhology and Its Applications to Image and Signal Processing, J. Goustsias, L. Bincent, and D.S. Bloomberg, Eds. Norwell, MA: Kluwer, 2000.
    • (2000) Mathematical Morhology and Its Applications to Image and Signal Processing
    • Pesaresi, M.1    Benediktsson, J.A.2
  • 6
    • 56849127860 scopus 로고    scopus 로고
    • Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles
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    • M. Fauvel, J.A. Benediktsson, J. Chanussot, and J.R. Sveinsson, "Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles," IEEE Trans. Geosci. Remote Sens., vol.46, no.11, pp. 3804-3814, Nov. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.11 , pp. 3804-3814
    • Fauvel, M.1    Benediktsson, J.A.2    Chanussot, J.3    Sveinsson, J.R.4
  • 7
    • 14644412366 scopus 로고    scopus 로고
    • Classification of Hyperspectral Data from Urban Areas Based on Extended Morphological Profiles
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    • J.A. Benediktsson, J.A. Palmason, and J.R. Sveinsson, "Classification of Hyperspectral Data From Urban Areas Based on Extended Morphological Profiles," IEEE Trans. Geosci. Remote Sens., vol.43, no.3, pp. 480-491, Mar. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens. , vol.43 , Issue.3 , pp. 480-491
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    • B.C. Kuo and D.A. Landgrebe, "A Robust Classification Procedure Based on Mixture Classifiers and Nonparametric Weighted Feature Extraction," IEEE Trans. Geosci. Remote Sens., vol.40, no.11, pp. 2489-2494, Nov. 2002.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.