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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Han-Gyeol Kim

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Preprint Sep 2026

SatUnreal: A High-Precision Synthetic Dataset for Satellite Stereo Matching via Unreal Engine

These findings prove that physically accurate synthetic data provides a more effective supervisory signal for learning geometric features than complex real-world observations, establishing a new paradigm for Sim-to-Real transfer in Earth Observation.

Han-Gyeol Kim, JaeWan Park, Junmin Park et al. · 1 citation
Open access Jul 2026

Proposal and Verification of AI-Based Automatic Geometric Correction Technology for Satellite Images Using Open Access Basemaps

A two-stage framework that utilizes AI matching technologies and open access data to automatically correct satellite images lacking georeferencing information is proposed, providing a practical, accessible, and automated geometric correction solution for general users.

Han-Gyeol Kim, Jaewon Hur · 0 citations

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