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

Author

Tomohiro Mizoguchi

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Open access Sep 2026

Practical Evaluation of Standard 3D Gaussian Splatting for Real-World Scene Reconstruction

Across datasets, major structures were generally reproduced well, whereas sparse foliage, low-contrast repetitive textures, fine surface details, and distant background objects required ROI-level verification, whereas sparse foliage, low-contrast repetitive textures, fine surface details, and distant background objects...

Tomohiro Mizoguchi · 0 citations
Open access Jul 2026

Semantic Segmentation and 3D Reconstruction of Steel Girder Bridge from TLS Point Cloud Integrating Domain Knowledge

This study proposes a heuristic method for constructing lightweight parametric models of steel girder bridges from terrestrial laser scanning (TLS) point clouds that enables component-wise segmentation and reconstruction without relying on design drawings or prior structural models.

Tomohiro Mizoguchi · 0 citations

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