3 papers
cs.CV2026
One Shot Learning for Edge Detection on Point Clouds
Zhikun Tu, Yuhe Zhang, Yiou Jia +2
Each scanner possesses its unique characteristics and exhibits its distinct sampling error distribution. Training a network on a dataset that includes data collected from different…
cs.CV2026
EdgeFormer: local patch-based edge detection transformer on point clouds
Yifei Xie, Zhikun Tu, Tong Yang +2
Edge points on 3D point clouds can clearly convey 3D geometry and surface characteristics, therefore, edge detection is widely used in many vision applications with high industrial…
cs.CV2026
Random Walk on Point Clouds for Feature Detection
Yuhe Zhang, Zhikun Tu, Zhi Li +3
The points on the point clouds that can entirely outline the shape of the model are of critical importance, as they serve as the foundation for numerous point cloud processing task…