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· 2025 · DOI 10.1016/j.isprsjprs.2025.01.020

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cs.CV 1

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2026 1

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UNVERDICTED 1

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Geometric Coastline Localization using Vision-Language Models

cs.CV · 2026-06-09 · unverdicted · novelty 6.0

CoastlineVLM-7B, a 7B VLM fine-tuned from LLaVA/GeoChat, jointly detects coastline presence, classifies proxies, and outputs polylines, reducing Hausdorff distance to 31.84 m and EMD to 17.32 m versus segmentation baselines on NZCCD.

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  • Geometric Coastline Localization using Vision-Language Models cs.CV · 2026-06-09 · unverdicted · none · ref 33

    CoastlineVLM-7B, a 7B VLM fine-tuned from LLaVA/GeoChat, jointly detects coastline presence, classifies proxies, and outputs polylines, reducing Hausdorff distance to 31.84 m and EMD to 17.32 m versus segmentation baselines on NZCCD.