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Junfan Jin

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#reinforcement learning Open access Oct 2026

Weakly Supervised Leaf Disease Segmentation via Reinforcement Learning-Based Prompt Optimization for SAM

Accurate segmentation of leaf lesions is essential for crop disease monitoring and precision agriculture. However, most existing methods rely on pixel-level annotations, which are costly and difficult to obtain in real agricultural scenarios. Weakly supervised approaches alleviate this requirement but often suffer from...

Jian Zheng, Junfan Jin, Yong Chen et al. · 0 citations

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