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Author

Junyi Lv

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Open access Aug 2026

CSAG-DETR: a lightweight detector for accurate weed detection in sugar beet fields under complex field conditions

CSAG-DETR, a lightweight and robust weed detection framework based on RT-DETR-R18, provides a practical solution for real-time weed detection and may support the deployment of intelligent weed management systems in sugar beet production.

Xucong Luo, Yisa Watbek, Junyi Lv et al. · 0 citations
2026

SCF-Net: A Flow-Guided Alignment-Enhanced SAM–CNN Hybrid Framework for Remote Sensing Change Detection

While integrating convolutional neural networks (CNNs) and the segment anything model (SAM) is promising for remote sensing change detection (CD), effectively synergizing them remains challenging. Existing hybrid methods often rely on simple feature concatenation, failing to bridge the gap between CNNs’ fine-grained lo...

Fan Yang, Yurong Qian, Xin Yang et al. · 0 citations

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