A CNN model for early detection of pepper Phytophthora blight using multispectral imaging, integrating spectral and textural information

Abstract Background Pepper Phytophthora blight is a devastating disease during the growth process of peppers, significantly affecting their yield and quality. Accurate, rapid, and non-destructive early detection of pepper Phytophthora blight is of great importance for pepper production management. T...

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Bibliographic Details

Published in:	Plant Methods
Main Authors:	Zhijuan Duan, Haoqian Li, Chenguang Li, Jun Zhang, Dongfang Zhang, Xiaofei Fan, Xueping Chen
Format:	Article
Language:	English
Published:	BMC 2024-07-01
Subjects:	Multispectral imaging Pepper Phytophthora blight Early disease detection Spectral textural fusion Machine learning Convolutional neural network
Online Access:	https://doi.org/10.1186/s13007-024-01239-7