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LEAF: A Lightweight Language-Enhanced Model for Forestry Analysis in Remote Sensing Imagery

Effective monitoring of deforestation requires accurate interpretation of satellite imagery, where domain expertise and computational efficiency are critical. General purpose vision language models (VLMs) perform well on natural images but struggle in remote sensing (RS), where spatial structure and...

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Váldodahkkit: Sanjar Karshiev, Faisal Saeed, Jaesin Ahn, Abdul Rehman, Muhammad Diyan, Shrooq Alsenan, Heechul Jung
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: IEEE 2026-01-01
Ráidu:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Liŋkkat:https://ieeexplore.ieee.org/document/11426873/
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