ORIGINAL RESEARCH
Published on 16 Jul 2026
AWAVM-UNet: adaptive-weighted attention VM-UNet with multiscale attention feature aggregation for grape disease detection from UAV imagery
doi 10.3389/fpls.2026.1865801
- 318 views
- Frontiers in Plant Science
- Sustainable and Intelligent Phytoprotection
- Research Topics
- UAVs in Plant Protection: From Early Innovations to Sustainable Practices
UAVs in Plant Protection: From Early Innovations to Sustainable Practices
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Articles
ORIGINAL RESEARCH
Published on 15 Jul 2026
Hierarchical vision mamba U-net for farmland semantic segmentation from remote sensing imagery
doi 10.3389/fpls.2026.1874446
- 438 views
METHODS
Published on 13 Jul 2026
AGMSF-VMUNet: attention-guided multi-scale feature fusion VM-UNet for crop pest detection
doi 10.3389/fpls.2026.1855769
- 456 views
METHODS
Published on 29 Jun 2026
TDAVM-UNet: task-driven attention VM-UNet for crop disease detection from UAV imagery
doi 10.3389/fpls.2026.1855733
- 714 views
ORIGINAL RESEARCH
Published on 14 Apr 2026
Low-sample supervised fault diagnosis for fixed-wing UAVs based on multi-scale adaptive state-aware sequence learning
doi 10.3389/fpls.2026.1805999
- 1,250 views
ORIGINAL RESEARCH
Accepted on 27 Jul 2026
CFAEVM-UNet: Cross-Fusion Attention Enhanced VM-UNet for UAV Image Segmentation of Small and Dense Field Crop Pests
- 129 views
ORIGINAL RESEARCH
Accepted on 29 Jul 2026
Macroscopic Anomaly Detection in Paddy Fields from UAV Perspectives: A Frequency-Aware Spatiotemporal Mamba Approach
- 129 views
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