| Near-infrared calibration transfer based on spectral regression | |
Peng, Jiangtao; Peng, Silong ; Jiang, An; et al.; Jiangtao Peng
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| 发表期刊 | SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
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| 2011-04-01 | |
| 卷号 | 78期号:78页码:1315–1320 |
| 文章类型 | Article |
| 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 |
| 关键词 | Calibration Transfer piecewise Direct Standardization spectral Regression |
| WOS标题词 | Science & Technology ; Technology |
| 关键词[WOS] | MULTIVARIATE INSTRUMENT STANDARDIZATION ; SPECTROMETERS ; ROBUST |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS研究方向 | Spectroscopy |
| WOS类目 | Spectroscopy |
| WOS记录号 | WOS:000288634000017 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.ia.ac.cn/handle/173211/2898 |
| 专题 | 智能制造技术与系统研究中心_多维数据分析（彭思龙）-技术团队 |
| 通讯作者 | Jiangtao Peng |
| 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(78):1315–1320. |
| APA | Peng, Jiangtao,Peng, Silong,Jiang, An,et al.,&Jiangtao Peng.(2011).Near-infrared calibration transfer based on spectral regression.SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY,78(78),1315–1320. |
| MLA | Peng, Jiangtao,et al."Near-infrared calibration transfer based on spectral regression".SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 78.78(2011):1315–1320. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Near-infrared calibr（431KB） | 期刊论文 | 作者接受稿 | 暂不开放 | CC BY-NC-SA | ||
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