Metric Learning for Image Registration

Metric Learning for Image Registration

21 April 2019

Marc Niethammer

François-Xavier Vialard

Papers citing "Metric Learning for Image Registration"

19 / 19 papers shown

Title
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 48 36 0 28 Jul 2023
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration Joel Honkamaa P. Marttinen MedIm 27 2 0 17 Mar 2023
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT MedIm 41 4 0 10 Mar 2023
PCR-CG: Point Cloud Registration via Deep Explicit Color and Geometry Yu Zhang Junle Yu Xiaolin Huang Wenhui Zhou Ji Hou 3DPC 34 21 0 28 Feb 2023
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods Astrid Berg E. Vandersmissen M. Wimmer David Major Theresa Neubauer Dimitrios Lenis J. Cant A. Snoeckx Katja Bühler 28 2 0 23 Jan 2023
Identical Image Retrieval using Deep Learning Sayan Nath Nikhil Nayak VLM 34 1 0 10 May 2022
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions Xin-Yue Fan Zi Li Ziyang Li Xiaolin Wang Risheng Liu Zhongxuan Luo Hao Huang 21 11 0 14 Mar 2022
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 41 304 0 19 Nov 2021
Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo Daniel Grzech Mohammad Farid Azampour Huaqi Qiu Ben Glocker Bernhard Kainz Loic Le Folgoc MedIm 19 2 0 25 Oct 2021
Moment evolution equations and moment matching for stochastic image EPDiff Alexander Mangulad Christgau Alexis Arnaudon Stefan Sommer 25 0 0 07 Oct 2021
ICON: Learning Regular Maps Through Inverse Consistency Hastings Greer Roland Kwitt François-Xavier Vialard Marc Niethammer 19 24 0 10 May 2021
Generative Adversarial Registration for Improved Conditional Deformable Templates Neel Dey Mengwei Ren Adrian Dalca Guido Gerig GAN MedIm 25 34 0 07 May 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images Meng Ye Mikael Kanski Ke Wang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 36 40 0 04 Mar 2021
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 27 16 0 04 Oct 2020
A numerical framework for elastic surface matching, comparison, and interpolation Martin Bauer N. Charon Philipp Harms Hsi-Wei Hsieh 8 21 0 20 Jun 2020
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond Risheng Liu Zi Li Xin-Yue Fan Chenying Zhao Hao Huang Zhongxuan Luo 3DH 19 32 0 30 Apr 2020
Cortical surface registration using unsupervised learning Jieyu Cheng Adrian Dalca Bruce Fischl Lilla Zöllei 24 33 0 09 Apr 2020
Region-specific Diffeomorphic Metric Mapping Zhengyang Shen Franccois-Xavier Vialard Marc Niethammer 16 47 0 01 Jun 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 38 362 0 08 Mar 2019