TY - JOUR
T1 - Applications of hyperspectral imaging in the coffee industry
T2 - Current research and future outlook
AU - Zheng, Runyu
AU - Kamruzzaman, Mohammed
N1 - Publisher Copyright:
© 2023 Taylor & Francis Group, LLC.
PY - 2024
Y1 - 2024
N2 - Coffee quality and varieties matter for its ultimate flavor. As multiple factors influence taste during coffee production, hyperspectral imaging (HSI) stands out with great potential for quality assessment, defect supervision, and character identification. With a relatively comprehensive summary of current HSI-based research in coffee, this literature review critically reveals HSI’s competence and present shortcomings in practical applications within the coffee industry. Sequentially, potential applications of HSI technology in coffee component analysis and flavor estimation, blemish diagnosis, and origins or attributes identification are illustrated. Finally, several key challenges and future perspectives of HSI are indicated from a practical and sustainable perspective, with digitalization as a major goal in the coffee industry.
AB - Coffee quality and varieties matter for its ultimate flavor. As multiple factors influence taste during coffee production, hyperspectral imaging (HSI) stands out with great potential for quality assessment, defect supervision, and character identification. With a relatively comprehensive summary of current HSI-based research in coffee, this literature review critically reveals HSI’s competence and present shortcomings in practical applications within the coffee industry. Sequentially, potential applications of HSI technology in coffee component analysis and flavor estimation, blemish diagnosis, and origins or attributes identification are illustrated. Finally, several key challenges and future perspectives of HSI are indicated from a practical and sustainable perspective, with digitalization as a major goal in the coffee industry.
KW - Hyperspectral imaging
KW - characteristic classification
KW - coffee
KW - defect inspection
KW - quality evaluation
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U2 - 10.1080/05704928.2023.2295351
DO - 10.1080/05704928.2023.2295351
M3 - Review article
AN - SCOPUS:85180493366
SN - 0570-4928
VL - 59
SP - 1061
EP - 1085
JO - Applied Spectroscopy Reviews
JF - Applied Spectroscopy Reviews
IS - 8
ER -