The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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Articles | Volume XLIX-B4-2026
https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-315-2026
https://doi.org/10.5194/isprs-archives-XLIX-B4-2026-315-2026
04 Aug 2026
 | 04 Aug 2026

Ring-based Spatial Transformer: Learning Non-linear Spatial Interactions between Building Distribution and Pedestrian Flow

Shun Nakayama, Takahiro Kanamori, and Wanglin Yan

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