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Jun Liu

Plant diseases and pests detection based on deep learning: a review
2021 · Jun Liu, Xuewei Wang · Plant Methods · 1,146
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Tomato Diseases and Pests Detection Based on Improved Yolo V3 Convolutional Neural Network
2020 · Jun Liu, Xuewei Wang · Frontiers in Plant Science · 548
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Early recognition of tomato gray leaf spot disease based on MobileNetv2-YOLOv3 model
2020 · Jun Liu, Xuewei Wang · Plant Methods · 272
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Early real-time detection algorithm of tomato diseases and pests in the natural environment
2021 · Xuewei Wang, Jun Liu, et al. · Plant Methods · 112
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An efficient deep learning model for tomato disease detection
2024 · Xuewei Wang, Jun Liu · Plant Methods · 99
Vegetable disease detection using an improved YOLOv8 algorithm in the greenhouse plant environment
2024 · Xuewei Wang, Jun Liu · Scientific Reports · 97
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Recommending Advanced Deep Learning Models for Efficient Insect Pest Detection
2022 · Wei Li, Tengfei Zhu, et al. · Agriculture · 72
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Tomato Pest Recognition Algorithm Based on Improved YOLOv4
2022 · Jun Liu, Xuewei Wang, et al. · Frontiers in Plant Science · 43
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A novel and high precision tomato maturity recognition algorithm based on multi-level deep residual network
2019 · Jun Liu, Jie Pi, et al. · Multimedia Tools and Applications · 42
PL-DINO: An Improved Transformer-Based Method for Plant Leaf Disease Detection
2024 · Wei Li, Lizhou Zhu, et al. · Agriculture · 41
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Research on the Bionic Flexible End-Effector Based on Tomato Harvesting
2022 · Tiezheng Guo, Yifeng Zheng, et al. · Journal of Sensors · 35
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TomatoDet: Anchor-free detector for tomato detection
2022 · Guoxu Liu, Zengtian Hou, et al. · Frontiers in Plant Science · 29
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Tomato brown rot disease detection using improved YOLOv5 with attention mechanism
2023 · Jun Liu, Xuewei Wang, et al. · Frontiers in Plant Science · 24
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BAF-Net: Bidirectional attention fusion network via CNN and transformers for the pepper leaf segmentation
2023 · Jiangxiong Fang, Houtao Jiang, et al. · Frontiers in Plant Science · 22
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EggplantDet: An efficient lightweight model for eggplant disease detection
2024 · Jun Liu, Xuewei Wang · Alexandria Engineering Journal · 21
Multiscale Parallel Algorithm for Early Detection of Tomato Gray Mold in a Complex Natural Environment
2021 · Xuewei Wang, Jun Liu · Frontiers in Plant Science · 21
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Deep learning method for cucumber disease detection in complex environments for new agricultural productivity
2025 · Jun Liu, Xuewei Wang, et al. · BMC Plant Biology · 20
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Multisource information fusion method for vegetable disease detection
2024 · Jun Liu, Xuewei Wang · BMC Plant Biology · 20
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Instance Segmentation of Lotus Pods and Stalks in Unstructured Planting Environment Based on Improved YOLOv5
2023 · Ange Lu, Lingzhi Ma, et al. · Agriculture · 18
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Efficient removal of tetracycline in water using modified eggplant straw biochar supported green nanoscale zerovalent iron: synthesis, removal performance, and mechanism
2024 · Guofu Huang, Mianmian Wang, et al. · RSC Advances · 17
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An advanced deep learning method for pepper diseases and pests detection
2025 · Xuewei Wang, Jun Liu, et al. · Plant Methods · 15
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The Pivotal Role of Benzimidazole in Improving the Thermal and Dielectric Performance of Upilex-Type Polyimide
2023 · Meng Lian, Fei Zhao, et al. · Polymers · 14
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Efficacy of Oil and Photosensitizer against Frankliniella occidentalis in Greenhouse Sweet Pepper
2023 · Zelda Pieterse, Rosemarie Buitenhuis, et al. · Antibiotics · 14
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Multimodal large models for smart agriculture: Frameworks and applications
2025 · Jun Liu, Xuewei Wang · Expert Systems with Applications · 13
An improved YOLOv7 model based on Swin Transformer and Trident Pyramid Networks for accurate tomato detection
2024 · Guoxu Liu, Yonghui Zhang, et al. · Frontiers in Plant Science · 11
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Works count: 42
Citation count: 2,834
H-index: 18
I10-index: 27
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