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Intelligent field monitoring system for cruciferous vegetable pests using yellow sticky board images and an improved Cascade R-CNN

Yufan Gao Fei Yin Chen Hong Xiangfu Chen Hang Deng Yongjian Liu Zhenyu Li Qing Yao

Journal of Integrative Agriculture2025，Vol.24Issue(1)：P.220-234,15.

Journal of Integrative Agriculture2025，Vol.24Issue(1)：P.220-234,15.DOI:10.1016/j.jia.2024.06.017

Intelligent field monitoring system for cruciferous vegetable pests using yellow sticky board images and an improved Cascade R-CNN

Yufan Gao ¹Fei Yin ²Chen Hong ¹Xiangfu Chen ¹Hang Deng ¹Yongjian Liu ¹Zhenyu Li ²Qing Yao¹

作者信息

1. School of Computer Science and Technology,Zhejiang Sci-Tech University,Hangzhou 310018,China
2. Collaborative Innovation Center,Guangdong Academy of Agricultural Sciences,Guangzhou 510640,China
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摘要

关键词

vegetable pests/yellow sticky boards/intelligent monitoring system/deep learning/pest detection

分类

信息技术与安全科学

引用本文复制引用

Yufan Gao,Fei Yin,Chen Hong,Xiangfu Chen,Hang Deng,Yongjian Liu,Zhenyu Li,Qing Yao..Intelligent field monitoring system for cruciferous vegetable pests using yellow sticky board images and an improved Cascade R-CNN[J].Journal of Integrative Agriculture,2025,24(1):P.220-234,15.

基金项目

supported by the Collaborative Innovation Center Project of Guangdong Academy of Agricultural Sciences,China(XTXM202202). （XTXM202202）

Journal of Integrative Agriculture

ISSN：2095-3119

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