SLoRD: Structural Low-Rank Descriptors for Shape Consistency in Vertebrae Segmentation

X You, Y Lou, M Zhang, J Yang, N Navab… - arXiv preprint arXiv …, 2024 - arxiv.org
Automatic and precise multi-class vertebrae segmentation from CT images is crucial for
various clinical applications. However, due to a lack of explicit consistency constraints …

3D Shape Completion with Test-Time Training

M Schopf-Kuester, Z Lähner, M Moeller - arXiv preprint arXiv:2410.18668, 2024 - arxiv.org
This work addresses the problem of\textit {shape completion}, ie, the task of restoring
incomplete shapes by predicting their missing parts. While previous works have often …

SurgPointTransformer: Vertebrae Shape Completion with RGB-D Data

A Massalimova, F Liebmann, S Jecklin… - arXiv preprint arXiv …, 2024 - arxiv.org
State-of-the-art computer-and robot-assisted surgery systems heavily depend on
intraoperative imaging technologies such as CT and fluoroscopy to generate detailed 3D …