5 citations · 9 across the 3 of their papers we have counts for
4 papers
LmPT: Conditional Point Transformer for Anatomical Landmark Detection on 3D Point Clouds
Matteo Bastico, Pierre Onghena, David Ryckelynck +5
Accurate identification of anatomical landmarks is crucial for various medical applications. Traditional manual landmarking is time-consuming and prone to inter-observer variabilit…
Rethinking Metrics and Diffusion Architecture for 3D Point Cloud Generation
Matteo Bastico, David Ryckelynck, Laurent Corté +2
As 3D point clouds become a cornerstone of modern technology, the need for sophisticated generative models and reliable evaluation metrics has grown exponentially. In this work, we…
Coupled Laplacian Eigenmaps for Locally-Aware 3D Rigid Point Cloud Matching
Matteo Bastico, Etienne Decencière, Laurent Corté +2
Point cloud matching, a crucial technique in computer vision, medical and robotics fields, is primarily concerned with finding correspondences between pairs of point clouds or voxe…
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers
Matteo Bastico, David Ryckelynck, Laurent Corté +2
When it comes to clinical images, automatic segmentation has a wide variety of applications and a considerable diversity of input domains, such as different types of Magnetic Reson…