Uncertainty Quantification in CNN-Based Surface Prediction Using Shape
Priors

Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors

30 July 2018

Katarína Tóthová

Esther Puyol-Antón

Marc Pollefeys

Papers citing "Uncertainty Quantification in CNN-Based Surface Prediction Using Shape Priors"

8 / 8 papers shown

Title
Probabilistic 3D Correspondence Prediction from Sparse Unsegmented Images Krithika S. Iyer Shireen Y. Elhabian 44 0 0 02 Jul 2024
Weakly Supervised Bayesian Shape Modeling from Unsegmented Medical Images Jadie Adams Krithika S. Iyer Shireen Y. Elhabian 32 2 0 15 May 2024
ADASSM: Adversarial Data Augmentation in Statistical Shape Models From Images Mokshagna Sai Teja Karanam Tushar Kataria Krithika S. Iyer Shireen Y. Elhabian MedIm 26 4 0 06 Jul 2023
Image2SSM: Reimagining Statistical Shape Models from Images with Radial Basis Functions Hong Chao Xu Shireen Y. Elhabian 31 5 0 19 May 2023
From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach Jadie Adams Shireen Y. Elhabian 92 19 0 13 May 2022
A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR Nicholas Byrne J. Clough I. Valverde Giovanni Montana A. King 39 25 0 27 Jul 2021
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 27 30 0 18 Dec 2020
Probabilistic 3D surface reconstruction from sparse MRI information Katarína Tóthová Sarah Parisot Matthew Lee Esther Puyol-Antón A. King Marc Pollefeys E. Konukoglu 3DV 19 20 0 05 Oct 2020