Advances of Vis/NIRS and imaging techniques assisted by AI for tea processing DOI
Dengshan Li, Quansheng Chen, Qin Ouyang

et al.

Critical Reviews in Food Science and Nutrition, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 19

Published: March 7, 2025

Tea is one of the most popular drinks due to its distinct flavor and numerous health benefits. The quality tea closely related production processing. Human sensory evaluation conventional method for monitoring in However, this subjective susceptible environmental influences. Therefore, visible/near-infrared spectroscopy (Vis/NIRS) hyperspectral imaging (HSI) techniques offer great potential their rapid detection speed, nondestructive, low cost, simple operations. Artificial intelligence (AI) promising methodological approaches spectral analysis decision-making automated production. Vis/NIRS HSI assisted by AI further promote progress This paper reviewed updated applications processing from 2019 2025. In particular, process, theories techniques, algorithms are briefly introduced. Furthermore, recent summarized discussed. Finally, challenges future trends associated with practical application industry presented.

Language: Английский

Advances of Vis/NIRS and imaging techniques assisted by AI for tea processing DOI
Dengshan Li, Quansheng Chen, Qin Ouyang

et al.

Critical Reviews in Food Science and Nutrition, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 19

Published: March 7, 2025

Tea is one of the most popular drinks due to its distinct flavor and numerous health benefits. The quality tea closely related production processing. Human sensory evaluation conventional method for monitoring in However, this subjective susceptible environmental influences. Therefore, visible/near-infrared spectroscopy (Vis/NIRS) hyperspectral imaging (HSI) techniques offer great potential their rapid detection speed, nondestructive, low cost, simple operations. Artificial intelligence (AI) promising methodological approaches spectral analysis decision-making automated production. Vis/NIRS HSI assisted by AI further promote progress This paper reviewed updated applications processing from 2019 2025. In particular, process, theories techniques, algorithms are briefly introduced. Furthermore, recent summarized discussed. Finally, challenges future trends associated with practical application industry presented.

Language: Английский

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