ORIGINAL RESEARCH
Published on 11 Dec 2025
YOLO-DCPG: a lightweight architecture with dual-channel pooling gated attention for intensive small-target agricultural pest detection
doi 10.3389/fpls.2025.1716703
- 231 views
- Frontiers in Plant Science
- Sustainable and Intelligent Phytoprotection
- Research Topics
- Smart Plant Pest and Disease Detection Machinery and Technology: Innovations for Sustainable Agriculture
Smart Plant Pest and Disease Detection Machinery and Technology: Innovations for Sustainable Agriculture
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Articles
ORIGINAL RESEARCH
Published on 11 Dec 2025
ViTKAB: an efficient deep learning network for cotton leaf disease identification
doi 10.3389/fpls.2025.1719877
- 147 views
ORIGINAL RESEARCH
Accepted on 08 Dec 2025
A lightweight co-optimization model for field sunflower disease identification
ORIGINAL RESEARCH
Accepted on 08 Dec 2025
MSCF-LUNet: A Lightweight Three-Stage Pine Wilt Disease Segmentation Model with Multi-Scale Context Fusion Mechanism
ORIGINAL RESEARCH
Published on 01 Dec 2025
ENet-CAEM: a field strawberry disease identification model based on improved EfficientNetB0 and multiscale attention mechanism
doi 10.3389/fpls.2025.1701740
- 357 views
ORIGINAL RESEARCH
Accepted on 25 Nov 2025
Multiscale CNN-State Space Model with Feature Fusion for Crop Disease Detection from UAV Imagery
- 785 views
ORIGINAL RESEARCH
Accepted on 23 Nov 2025
LE-PWDNet: A Lightweight and Enhanced Detection Framework Based on DEIM for Early-Stage Pine Wilt Disease
- 255 views
ORIGINAL RESEARCH
Published on 14 Nov 2025
VitiForge: a new procedural pipeline approach for grapevine disease identification under data scarcity
doi 10.3389/fpls.2025.1706973
- 1,204 views
ORIGINAL RESEARCH
Published on 13 Nov 2025
Object detection algorithm for eggs of Pomacea canaliculata in a paddy field environment
doi 10.3389/fpls.2025.1683763
- 740 views
ORIGINAL RESEARCH
Accepted on 05 Nov 2025
ADAPTIVE PREPROCESSING AND CASCADED CANNY EDGE SEGMENTATION FOR CASSAVA DISEASE IDENTIFICATION USING HYPERCAPSINCEPTION-RESNET-V2-CNN
- 114 views
ORIGINAL RESEARCH
Published on 30 Oct 2025
LW-PWDNet: a lightweight and cross-terrain adaptive framework for early pine wilt disease detection
doi 10.3389/fpls.2025.1687742
- 979 views
ORIGINAL RESEARCH
Published on 29 Oct 2025
Real-time detection method for Litchi diseases and pests based on improved YOLOv5s
doi 10.3389/fpls.2025.1686997
- 853 views
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