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Volumn , Issue , 2010, Pages 4377-4380

Dimensionality reduction of hyperspectral data: Assessing the performance of autoassociative neural networks

Author keywords

Autoassociative neural networks; Dimensionality reduction; Hyperspectral data; Land cover

Indexed keywords

DATA REDUCTION; DIMENSIONALITY REDUCTION; REMOTE SENSING;

EID: 78650878643     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2010.5652586     Document Type: Conference Paper
Times cited : (6)

References (11)
  • 1
    • 63149143190 scopus 로고    scopus 로고
    • Kernel nonparametric weighted feature extraction for hyperspectral image classification
    • Apr.
    • Bor-Chen Kuo, Cheng Hsuan Li, and Jinn-Min Yang, "Kernel Nonparametric Weighted Feature Extraction for Hyperspectral Image Classification," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 4, pp. 1139-1155, Apr. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.4 , pp. 1139-1155
    • Kuo, B.-C.1    Li, C.H.2    Yang, J.-M.3
  • 2
  • 3
    • 0023854011 scopus 로고
    • A transformation for ordering multispectral data in terms of image quality with implications for noise removal
    • Green, A., Berman, M, Switzer, P., Craig, D., "A Transformation For Ordering Multispectral Data In Terms Of Image Quality With Implications For Noise Removal," IEEE Trans. Geosci. Rem. Sens., 26(1): 65-74, 1988.
    • (1988) IEEE Trans. Geosci. Rem. Sens. , vol.26 , Issue.1 , pp. 65-74
    • Green, A.1    Berman, M.2    Switzer, P.3    Craig, D.4
  • 6
    • 0033189913 scopus 로고    scopus 로고
    • Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks
    • F. Del Frate, G. Schiavon, "Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks," IEEE Trans. Geosci. Remote Sens., vol. 37, n. 5, pp. 2335-2342, 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , Issue.5 , pp. 2335-2342
    • Del Frate, F.1    Schiavon, G.2
  • 7
    • 0026113980 scopus 로고
    • Nonlinear principal component analysis using autoassociative neural networks
    • M. A. Kramer, "Nonlinear principal component analysis using autoassociative neural networks," J. Amer. Inst. Chem. Eng. (AIChE), vol. 37, pp. 233-243, 1991.
    • (1991) J. Amer. Inst. Chem. Eng. (AIChE) , vol.37 , pp. 233-243
    • Kramer, M.A.1
  • 10
    • 53849115090 scopus 로고    scopus 로고
    • Hyperspectral and multi-angle CHRIS proba images for the generation of land cover maps
    • Oct.
    • R. Duca and F. Del Frate, "Hyperspectral and Multi-Angle CHRIS Proba Images for the generation of land cover maps," IEEE Trans. Geosci. Remote Sens., vol. 46, n. 10, pp. 2857-2866, Oct. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.10 , pp. 2857-2866
    • Duca, R.1    Del Frate, F.2
  • 11
    • 2342650235 scopus 로고    scopus 로고
    • Refinement of wavelength calibrations of hyperspectral imaging data using a spectrum-matching technique
    • Bo-Cai Gaoa, Marcos J. Montesa, Curtiss O. Davis, "Refinement of wavelength calibrations of hyperspectral imaging data using a spectrum-matching technique," Remote Sensing of Environment, 90, 424-433, 2004.
    • (2004) Remote Sensing of Environment , vol.90 , pp. 424-433
    • Gaoa, B.-C.1    Montesa, M.J.2    Davis, C.O.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.