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Near-infrared calibration transfer based on spectral regression

文献类型：期刊论文

作者Peng, Jiangtao; Peng, Silong; Jiang, An; Tan, Jie
刊名SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
出版日期2011-04-01
卷号78期号:4页码:1315-1320
关键词Calibration transfer Piecewise direct standardization Spectral regression
英文摘要A calibration transfer method for near-infrared (NIR) spectra based on spectral regression is proposed. Spectral regression method can reveal low dimensional manifold structure in high dimensional spectroscopic data and is suitable to transfer the NIR spectra of different instruments. A comparative study of the proposed method and piecewise direct standardization (PDS) for standardization on two benchmark NIR data sets is presented. Experimental results show that spectral regression method outperforms PDS and is quite competitive with PDS with background correction. When the standardization subset has sufficient samples, spectral regression method exhibits excellent performance. (C) 2011 Elsevier B.V. All rights reserved.
WOS标题词Science & Technology ; Technology
类目[WOS]Spectroscopy
研究领域[WOS]Spectroscopy
关键词[WOS]MULTIVARIATE INSTRUMENT STANDARDIZATION ; SPECTROMETERS ; ROBUST
收录类别SCI
语种英语
WOS记录号WOS:000288634000017
源URL[http://ir.ia.ac.cn/handle/173211/2898]  
专题自动化研究所_智能制造技术与系统研究中心_多维数据分析团队
作者单位Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Peng, Jiangtao,Peng, Silong,Jiang, An,et al. Near-infrared calibration transfer based on spectral regression[J]. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY,2011,78(4):1315-1320.
APA Peng, Jiangtao,Peng, Silong,Jiang, An,&Tan, Jie.(2011).Near-infrared calibration transfer based on spectral regression.SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY,78(4),1315-1320.
MLA Peng, Jiangtao,et al."Near-infrared calibration transfer based on spectral regression".SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 78.4(2011):1315-1320.

入库方式： OAI收割

来源：自动化研究所

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