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Volumn 1, Issue , 2011, Pages 355-358

Affect of different preprocessing methods on principal component analysis for soil classification

Author keywords

Baseline correction; De trending; Derivative; Multiplicative scatter correction; Preprocessing; Principal component analysis; Soil classification; Standard normal variation

Indexed keywords

BASELINE CORRECTION; DE-TRENDING; MULTIPLICATIVE SCATTER CORRECTION; PREPROCESSING; SOIL CLASSIFICATION;

EID: 79952839176     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMTMA.2011.90     Document Type: Conference Paper
Times cited : (9)

References (7)
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    • Yang, H.1    Yao, J.2    He, Y.3
  • 3
    • 47049085253 scopus 로고    scopus 로고
    • 3-D modeling of origin discrimination of fragrant mushrooms using visible/near infrared spectra
    • H. Yang, Y. He, Y. Chen, P. Lin and D. Wu, 3-D modeling of origin discrimination of fragrant mushrooms using visible/near infrared spectra. Spectroscopy and Spectral Analysis, 2008, 28(6): 1232-1236.
    • (2008) Spectroscopy and Spectral Analysis , vol.28 , Issue.6 , pp. 1232-1236
    • Yang, H.1    He, Y.2    Chen, Y.3    Lin, P.4    Wu, D.5
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    • MIPPR2007: Pattern Recognition and Computer Vision, edited by S.J. Maybank SPIE International Society of Optical Engineering Publishers
    • H. Yang, D. Wu and Y. He, Variety identification of brown sugar using short-wave near infrared spectroscopy and multivariate calibration. In: MIPPR2007: Pattern Recognition and Computer Vision, edited by S.J. Maybank, volume 6788 of Proceedings of the Society of Photo-optical Instrumentation Engineering (SPIE), SPIE International Society of Optical Engineering Publishers, 2007.
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    • Yang, H.1    Wu, D.2    He, Y.3
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    • Computer and Computing Technologies in Agriculture II, edited by D. Li Springer
    • H. Yang and Y. He, Application of genetic algorithm in the modeling of leaf chlorophyll level based on Vis/NIR reflection spectroscopy. In: Computer and Computing Technologies in Agriculture II, edited by D. Li, Volume 293 of International Federation for Information Processing, Springer, 2009.
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    • Yang, H.1    He, Y.2
  • 6
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    • Towards development of on-line soil moisture content sensor using a fibre-type NIR spectrophotometer
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    • A.M. Mouazen, J. De Baerdemacker and H. Ramon, Towards development of on-line soil moisture content sensor using a fibre-type NIR spectrophotometer. Soil and Tillage Research, 2005, 80(1-2): 171-183. (Pubitemid 40118127)
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    • Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy
    • A.M. Mouazen, B. Kuang, J. De Baerdemaeker and H. Ramon, Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy. Geoderma, 2010, 158: 23-31.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.