57 citations · 98 across the 4 of their papers we have counts for
4 papers
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li, Zongwei Zhou, Jiancheng Yang +154
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…
Pairwise-Constrained Implicit Functions for 3D Human Heart Modelling
Hieu Le, Jingyi Xu, Nicolas Talabot +2
Accurate 3D models of the human heart require not only correct outer surfaces but also realistic inner structures, such as the ventricles, atria, and myocardial layers. Approaches…
Template-based Monocular 3D Shape Recovery using Laplacian Meshes
Dat Tien Ngo, Jonas Ostlund, Pascal Fua
We show that by extending the Laplacian formalism, which was first introduced in the Graphics community to regularize 3D meshes, we can turn the monocular 3D shape reconstruction o…
Globally Optimal Cell Tracking using Integer Programming
Engin Türetken, Xinchao Wang, Carlos Becker +2
We propose a novel approach to automatically tracking cell populations in time-lapse images. To account for cell occlusions and overlaps, we introduce a robust method that generate…