deep learning 1non-rigid deformation 1point cloud registration 1soft-tissue analysis 1statistical priors 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
DINE: Distance Is Not Enough -- Learning Global Deformation Priors for Robust Soft-Tissue Point Cloud Registration
Sara Monji-Azad, Rohit Beer, Marvin Kinz +2
The paper introduces DINE, a framework that improves non-rigid soft-tissue point cloud registration by combining distance-based objectives with a learned global prior on deformatio…
cs.CV2025
DefTransNet: A Transformer-based Method for Non-Rigid Point Cloud Registration in the Simulation of Soft Tissue Deformation
Sara Monji-Azad, Marvin Kinz, Siddharth Kothari +5
Soft-tissue surgeries, such as tumor resections, are complicated by tissue deformations that can obscure the accurate location and shape of tissues. By representing tissue surfaces…