OSFENet performs one-shot edge detection on point clouds by learning scanner-specific data distributions using filtered-KNN surface patches and an RBF_DoS module, outperforming general-trained networks.
Nef: Neural edge fields for 3d parametric curve reconstruction from multi-view images,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
One Shot Learning for Edge Detection on Point Clouds
OSFENet performs one-shot edge detection on point clouds by learning scanner-specific data distributions using filtered-KNN surface patches and an RBF_DoS module, outperforming general-trained networks.