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Author

Kyotaro Horio

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Open access 2026

Application-Oriented Evaluation of Superpoint Transformer for Bridge Component Segmentation in Terrestrial LiDAR Point Clouds

Automated segmentation of structural components from three-dimensional point clouds is critical for bridge inspection and maintenance, underpinning downstream applications like dimensional measurement and Building Information Modeling (BIM) generation. This study presents an application-oriented evaluation framework us...

Kenta Itakura, Riku Miyakawa, Kyotaro Horio et al. · 0 citations

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