Semantic similarity metrics for learned image registration

20 April 2021

Papers citing "Semantic similarity metrics for learned image registration"

20 / 20 papers shown

Title
A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model Steffen Czolbe Oswin Krause Ingemar Cox Christian Igel GAN 32 49 0 26 Jun 2020
CoMIR: Contrastive Multimodal Image Representation for Registration Nicolas Pielawski Elisabeth Wetzer Johan Öfverstedt Jiahao Lu Carolina Wählby Joakim Lindblad Natavsa Sladoje 74 82 0 11 Jun 2020
Learning Conditional Deformable Templates with Convolutional Networks Adrian Dalca Marianne Rakic John Guttag M. Sabuncu MedIm 37 115 0 07 Aug 2019
Image-and-Spatial Transformer Networks for Structure-Guided Image Registration Matthew C. H. Lee Ozan Oktay A. Schuh M. Schaap Ben Glocker MedIm ViT 57 77 0 22 Jul 2019
Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration Lihao Liu Xiaowei Hu Lei Zhu Pheng-Ann Heng 3DPC 3DV MedIm 47 34 0 03 Jul 2019
Conditional Segmentation in Lieu of Image Registration Yipeng Hu Eli Gibson D. Barratt M. Emberton J. A. Noble Tom Vercauteren 75 22 0 30 Jun 2019
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Zhenlin Xu Marc Niethammer SSeg 59 159 0 17 Apr 2019
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 69 682 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 115 1,574 0 14 Sep 2018
Learning Deep Similarity Metric for 3D MR-TRUS Registration Grant Haskins J. Kruecker Uwe Krüger Sheng Xu Peter A. Pinto Bradford J. Wood Pingkun Yan 149 115 0 12 Jun 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 73 383 0 11 May 2018
Non-Rigid Image Registration Using Self-Supervised Fully Convolutional Networks without Training Data Hongming Li Yong-Xian Fan MedIm 52 155 0 11 Jan 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 67 595 0 31 Mar 2017
A Deep Metric for Multimodal Registration M. Simonovsky B. Gutiérrez-Becker Diana Mateus Nassir Navab N. Komodakis 93 212 0 17 Sep 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 159 4,235 0 12 Jun 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 829 9,318 0 06 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014