Keyword

spectral preprocessing

Description: Methods for correcting or transforming measured spectra before statistical analysis or machine learning, especially in spectroscopy and spectral imaging.

Primary topic: Spectroscopy and Chemometric Analyses (78%)

OpenAlex ID: keywords/spectral-preprocessing

Standard Normal Variate Transformation and De-Trending of Near-Infrared Diffuse Reflectance Spectra

1989 · R. J. Barnes, M. S. Dhanoa, et al. · Applied Spectroscopy · 3,879

Review of the most common pre-processing techniques for near-infrared spectra

2009 · Åsmund Rinnan, Frans van den Berg, et al. · TrAC Trends in Analytical Chemistry · 3,080

Using Fourier transform IR spectroscopy to analyze biological materials

2014 · Matthew J Baker, Júlio Trevisan, et al. · Nature Protocols · 1,967

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Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration

2009 · Hongdong Li, Yizeng Liang, et al. · Analytica Chimica Acta · 1,776

Probabilistic Quotient Normalization as Robust Method to Account for Dilution of Complex Biological Mixtures. Application in 1 H NMR Metabonomics

2006 · Frank Dieterle, Alfred Ross, et al. · Analytical Chemistry · 1,770

Two‐Dimensional Correlation Spectroscopy – Applications in Vibrational and Optical Spectroscopy

2004 · Isao Noda, Yukihiro Ozaki · Wiley eBooks · 1,385

Orthogonal signal correction of near-infrared spectra

1998 · Svante Wold, Henrik Antti, et al. · Chemometrics and Intelligent Laboratory Systems · 1,090

Automated Method for Subtraction of Fluorescence from Biological Raman Spectra

2003 · Chad A. Lieber, Anita Mahadevan-Jansen · Applied Spectroscopy · 1,052

Review of multidimensional data processing approaches for Raman and infrared spectroscopy

2015 · Rekha Gautam, Sandeep Vanga, et al. · EPJ Techniques and Instrumentation · 695

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A Review of Band Assignments in near Infrared Spectra of Wood and Wood Components

2011 · Manfred Schwanninger, José Carlos Rodrigues, et al. · Journal of Near Infrared Spectroscopy · 674

Transfer of multivariate calibration models: a review

2002 · Robert N. Feudale, Nathaniel A. Woody, et al. · Chemometrics and Intelligent Laboratory Systems · 556

Extended multiplicative signal correction and spectral interference subtraction: New preprocessing methods for near infrared spectroscopy

1991 · Harald Martens, Edward Stark · Journal of Pharmaceutical and Biomedical Analysis · 515

Light Scattering and Light Absorbance Separated by Extended Multiplicative Signal Correction. Application to Near-Infrared Transmission Analysis of Powder Mixtures

2003 · Harald Martens, Jesper Pram Nielsen, et al. · Analytical Chemistry · 507

Deep convolutional neural networks for Raman spectrum recognition: a unified solution

2017 · Jinchao Liu, Margarita Osadchy, et al. · The Analyst · 505

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Convolutional neural networks for vibrational spectroscopic data analysis

2016 · Jacopo Acquarelli, Twan van Laarhoven, et al. · Analytica Chimica Acta · 475

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NIR Spectroscopy Applications for Internal and External Quality Analysis of Citrus Fruit—A Review

2011 · Lembe S. Magwaza, Umezuruike Linus Opara, et al. · Food and Bioprocess Technology · 468

A Review of Mid-Infrared and Near-Infrared Imaging: Principles, Concepts and Applications in Plant Tissue Analysis

2017 · Sevgi Türker-Kaya, Christian Huck · Molecules · 421

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The Link between Multiplicative Scatter Correction (MSC) and Standard Normal Variate (SNV) Transformations of NIR Spectra

1994 · M.S. Dhanoa, S.J. Lister, et al. · Journal of Near Infrared Spectroscopy · 419

Populations Structuring of Near Infrared Spectra and Modified Partial Least Squares Regression

1991 · John S. Shenk, Mark O. Westerhaus · Crop Science · 412

Comparison of multivariate methods for inferential modeling of soil carbon using visible/near-infrared spectra

2008 · G.M. Vasques, S. Grunwald, et al. · Geoderma · 391

Tutorial: multivariate classification for vibrational spectroscopy in biological samples

2020 · Camilo L. M. Morais, Kássio M. G. Lima, et al. · Nature Protocols · 359

Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling

2021 · Shuxia Guo, Jürgen Popp, et al. · Nature Protocols · 357

EPO–PLS external parameter orthogonalisation of PLS application to temperature-independent measurement of sugar content of intact fruits

2003 · Jean-Michel Roger, Fabien Chauchard, et al. · Chemometrics and Intelligent Laboratory Systems · 357

Spectral pre-processing for biomedical vibrational spectroscopy and microspectroscopic imaging

2012 · Peter Lasch · Chemometrics and Intelligent Laboratory Systems · 354

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Earth system science related imaging spectroscopy—An assessment

2009 · Michael E. Schaepman, Susan L. Ustin, et al. · Remote Sensing of Environment · 343

Works count: 6,675

Citation count: 120,400