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Design of a Portable Nondestructive Instrument for Apple Watercore Grade Classification Based on 1DQCNN and Vis/NIR Spectroscopy

To address the challenge of nondestructively identifying watercore disease in apples during growth and maturation, a portable device was developed for real-time grading of apple watercore using visible/near-infrared (Vis/NIR) spectroscopy combined with a one-dimensional quadratic convolutional neura...

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Principais autores: Haijian Wu, Yong Lin, Wenbin Zhang, Zikang Cao, Chunlin Zhao, Zhipeng Yin, Yue Lu, Liju Liu, Ding Hu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-11-01
coleção:Micromachines
Assuntos:
portable
online nondestructive detection
apple watercore
visible/near-infrared spectroscopy
1DQCNN
Acesso em linha:https://www.mdpi.com/2072-666X/16/12/1357
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