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Sven Ligensa

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#artificial intelligence Preprint Sep 2026

Pixel-Level Transformers in Remote Sensing: A Canopy Height Case Study

This work considers pixel-level attention schemes and shows that the resulting models generally outperform those relying on larger patch sizes, and provides practical guidance for designing models for pixel-level regression tasks on medium-resolution satellite imagery.

Sven Ligensa, Jan Pauls, Karsten Schrödter et al. · 0 citations

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