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cs.CV2026
Learned Radius Estimation for UDF-Based Point Cloud Reconstruction
Eito Ogawa, Hiroshi Watanabe
Surface reconstruction from point clouds is important for consumer-grade 3D capture, including AR/VR and indoor scanning. Local-patch Unsigned Distance Field (UDF) methods are ligh…
cs.CV2025
Accurate and Efficient Surface Reconstruction from Point Clouds via Geometry-Aware Local Adaptation
Eito Ogawa, Taiga Hayami, Hiroshi Watanabe
Point cloud surface reconstruction has improved in accuracy with advances in deep learning, enabling applications such as infrastructure inspection. Recent approaches that reconstr…