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Recognition of Chinese wolfberry images with windy and sandy noises using improved YOLOv8

Fengque Pei Zhi Li Song Mei Zhiyu Song Zhigang Shi Dunbing Tang Ru Wan

International Journal of Agricultural and Biological Engineering2025，Vol.18Issue(2)：P.239-247,9.

International Journal of Agricultural and Biological Engineering2025，Vol.18Issue(2)：P.239-247,9.DOI:10.25165/j.ijabe.20251802.9052

Recognition of Chinese wolfberry images with windy and sandy noises using improved YOLOv8

Fengque Pei ¹Zhi Li ²Song Mei ³Zhiyu Song ⁴Zhigang Shi ⁵Dunbing Tang ⁶Ru Wan⁵

作者信息

1. College of Mechanical and Electrical Engineering,Hohai University,Nanjing 210000,China
2. College of Mechanical and Electrical Engineering,Hohai University,Nanjing 210000,China Nanjing Institute of Agricultural Mechanization,Ministry of Agriculture and Rural Affairs,Nanjing 210014,China
3. Nanjing Institute of Agricultural Mechanization,Ministry of Agriculture and Rural Affairs,Nanjing 210014,China College of Mechanical and Electrical Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China
4. Nanjing Institute of Agricultural Mechanization,Ministry of Agriculture and Rural Affairs,Nanjing 210014,China
5. Chinese Wolfberry Science Institute,Ningxia Academy of Agriculture and Forestry Sciences,Yinchuan 210037,China
6. College of Mechanical and Electrical Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China
折叠

摘要

关键词

image recognition/Chinese wolfberry/windy and sandy noise/YOLOv8/attention module

分类

信息技术与安全科学

引用本文复制引用

Fengque Pei,Zhi Li,Song Mei,Zhiyu Song,Zhigang Shi,Dunbing Tang,Ru Wan..Recognition of Chinese wolfberry images with windy and sandy noises using improved YOLOv8[J].International Journal of Agricultural and Biological Engineering,2025,18(2):P.239-247,9.

基金项目

supported by the National Natural Science Foundation of China(Grant No.32201681) （Grant No.32201681）

the Ningxia Hui Autonomous Region Science and Technology Program(Grant 2021BEF02001) （Grant 2021BEF02001）

the Fruit,Vegetable,and Tea Harvesting Machinery Innovation Project of the Chinese Academy of Agricultural Sciences （）

the Jiangsu Agriculture Science and Technology Innovation Fund(Grant JASTIF,CX(23)3036) （Grant JASTIF,CX(23）

the Changzhou Sci&Tech Program(Grant CJ20241131). （Grant CJ20241131）

International Journal of Agricultural and Biological Engineering

ISSN：1934-6344

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