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

Author

Yohei Kobayashi

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Open access Jul 2026

A Multi-Stage Deep Learning Framework for Shadow Detection in Aerial Orthophotos

A three-stage multi-resolution segmentation framework that progressively refines shadow predictions from low to high resolution and improves fuzzy Intersection over Union (IoU) by approximately 0.05, and is applicable to other large-scale segmentation tasks requiring extensive receptive fields.

Yohei Kobayashi, M. Sakamoto, Sho Nakamura et al. · 0 citations

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