Weighted Point Cloud Normal Estimation

no code implementations • 6 May 2023 • Weijia Wang, Xuequan Lu, Di Shao, Xiao Liu, Richard Dazeley, Antonio Robles-Kelly, Wei Pan

Existing normal estimation methods for point clouds are often less robust to severe noise and complex geometric structures.

Contrastive Learning regression

3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch Learning

no code implementations • 6 Jan 2022 • Di Shao, Xuequan Lu, Xiao Liu

While most existing deep learning research focused on medical images in a supervised way, we introduce an unsupervised method for the detection of intracranial aneurysms based on 3D point cloud data.

Unsupervised Pre-training