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1. Combining multicolor fluorescence imaging with multispectral reflectance imaging for rapid citrus Huanglongbing detection based on lightweight convolutional neural network using a handheld device

Author:
Shipei Tan,   et al.   ; Chengcheng He; Xiaobin Li; Yunshi Liu; Biyun Yang; Zhiwei Wu; Dapeng Ye; Haiyong Weng;     Show all 8 Authors
Source:
Computers and electronics in agriculture 2022 v.194 pp. 106808
ISSN:
0168-1699
Subject:
Citrus sinensis; agriculture; cultivars; data collection; disease detection; electronics; fluorescence; greening disease; neural networks; orchards; photosynthesis; rapid methods; reflectance; secondary metabolites
Abstract:
... Citrus Huanglongbing (HLB) has posed a great challenge to the citrus production. Timely removal of HLB infected trees was considered as one of the most effective strategies for citrus orchard management. Therefore, rapid detection of HLB disease is urgently needed. The study was aimed to propose an effective method for HLB disease detection by developing a handheld device to capture multicolor flu ...
DOI:
10.1016/j.compag.2022.106808