Rapid and nondestructive detection of marine fishmeal adulteration by hyperspectral imaging and machine learning

Dandan Kong,Dawei Sun,Ruicheng Qiu,Wenkai Zhang,Yufei Liu,Yong He

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy（2022）

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摘要

•Binary adulteration of PFM could not be identified by proximate composition analysis.•NIR-HSI can identify AFM containing FTM, FBP or binary adulterants.•The SVM models perform considerably better than PLS-DA models.•BO-SVM model using 20 effective wavelengths achieved ≥ 99.43% classification accuracy.

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关键词

Fishmeal,Binary adulteration,Processed animal protein,NIR hyperspectral imaging,Support vector machine,Wavelength selection

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