Blueberry bruise non-destructive detection based on hyperspectral information fusion combined with multi-strategy improved Beluga Whale Optimization algorithm

Mechanical damage significantly reduces the market value of fruits, making the early detection of such damage a critical aspect of agricultural management. This study focuses on the early detection of mechanical damage in blueberries (variety: Sapphire) through a non-destructive method. The proposed...

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Bibliographic Details
Published in:	Frontiers in plant science Vol. 15; p. 1411485
Main Authors:	Sun, Xiaoxiong, Zhu, Liangkuan, Liu, Dayang
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media SA 19.08.2024 Frontiers Media S.A
Subjects:	Accuracy Agricultural management Algorithms beluga whale optimization algorithm Berries Blueberries Bruising Classification Computer vision Damage detection Data integration Discriminant analysis Environmental conditions Feature extraction Food quality Fruits Genetic algorithms Hyperspectral imaging information fusion Light intensity Luminous intensity Market value model optimization Morphology multi-strategy Nondestructive testing Optimization Plant Science Sapphire Seeds Signal processing Spectrum analysis Support vector machines Vaccinium beluga whale optimization algorithm information fusion feature extraction multi-strategy model optimization
ISSN:	1664-462X, 1664-462X
Online Access:	Get full text
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