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Author

Ye Yuan

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Aug 2026

Fine-grained tree-species segmentation in UAV RGB imagery using parameter-efficient segment anything adaptation

HDP-SAM is proposed, a prompt-free and parameter-efficient SAM adaptation framework for UAV forest imagery that leverages SAM’s pretrained mask priors and structural representations to enhance crown-level coherence and demonstrate the effectiveness of HDP-SAM for fine-grained tree-species segmentation in complex UAV fo...

Xiyue Xu, Lei Yu, Ye Yuan et al. · 1 citation

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