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Region-specific Diffeomorphic Metric Mapping

Neural Information Processing Systems (NeurIPS), 2019

1 June 2019

Zhengyang Shen

Franccois-Xavier Vialard

Marc Niethammer

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Papers citing "Region-specific Diffeomorphic Metric Mapping"

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Title
Dyna3DGR: 4D Cardiac Motion Tracking with Dynamic 3D Gaussian RepresentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Xueming Fu Pei Wu Yingtai Li Xin Luo Zihang Jiang Junhao Mei Jian Lu Gao-Jun Teng S.Kevin Zhou 148 0 0 22 Jul 2025
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review Anna Reithmeir Veronika Spieker Vasiliki Sideri-Lampretsa Daniel Rueckert Julia A. Schnabel Veronika A. Zimmer MedIm 146 4 0 20 Dec 2024
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent CodingNeural Information Processing Systems (NeurIPS), 2024 Jiewen Yang Yiqun Lin Bin Pu Xuelong Li 124 4 0 28 Oct 2024
On-the-Fly Guidance Training for Medical Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Yuelin Xin Yicheng Chen Shengxiang Ji Kun Han Xiaohui Xie OOD 322 3 0 29 Aug 2023
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 371 85 0 28 Jul 2023
Towards Saner Deep Image RegistrationIEEE International Conference on Computer Vision (ICCV), 2023 Bin Duan Ming Zhong Yan Yan MedIm 162 4 0 19 Jul 2023
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registrationMachine Learning for Biomedical Imaging (MLBI), 2023 Joel Honkamaa P. Marttinen MedIm 246 6 0 17 Mar 2023
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration Junyu Chen Yihao Liu Yufan He Yong Du ViT MedIm 155 4 0 10 Mar 2023
SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration Xiao Fan Shuxin Zhuang Zhemin Zhuang Ye Yuan Shunmin Qiu A. Raj Yibiao Rong MedIm 174 0 0 27 Jun 2022
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction Leo Lebrat Rodrigo Santa Cruz Frédéric de Gournay Darren Fu Pierrick Bourgeat Jurgen Fripp Clinton Fookes Olivier Salvado 3DH 116 9 0 06 Jun 2022
Deep Learning for Medical Image Registration: A Comprehensive Review Subrato Bharati M. Rubaiyat Hossain Mondal Prajoy Podder V. B. Surya Prasath MedIm 136 33 0 24 Apr 2022
Fluid registration between lung CT and stationary chest tomosynthesis imagesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Lin Tian C. Puett Peirong Liu Zhengyang Shen S. Aylward Yueh Z. Lee Marc Niethammer 124 7 0 06 Mar 2022
Diffeomorphic Image Registration with Neural Velocity FieldIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 426 27 0 25 Feb 2022
Accurate Point Cloud Registration with Robust Optimal TransportNeural Information Processing Systems (NeurIPS), 2021 Zhengyang Shen Jean Feydy Peirong Liu A. Curiale R. S. J. Estépar Raúl San José Estépar Marc Niethammer 3DPC OOD OT 102 68 0 01 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 77 2 0 25 Oct 2021
Moment evolution equations and moment matching for stochastic image EPDiff Alexander Mangulad Christgau Alexis Arnaudon Stefan Sommer 73 0 0 07 Oct 2021
Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge M. Tran Tuong Khanh Long Do Huy Tran Erman Tjiputra Quang-Dieu Tran Anh Nguyen MedIm 130 29 0 04 Oct 2021
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image RegistrationComputer Vision and Pattern Recognition (CVPR), 2021 Yifan Wu Tom Z. Jiahao Jiancong Wang Paul Yushkevich M. Hsieh J. Gee MedIm 449 38 0 07 Aug 2021
ICON: Learning Regular Maps Through Inverse ConsistencyIEEE International Conference on Computer Vision (ICCV), 2021 Hastings Greer Roland Kwitt François-Xavier Vialard Marc Niethammer 151 30 0 10 May 2021
Generative Adversarial Registration for Improved Conditional Deformable TemplatesIEEE International Conference on Computer Vision (ICCV), 2021 Neel Dey Mengwei Ren Adrian Dalca Guido Gerig GAN MedIm 179 40 0 07 May 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance ImagesComputer Vision and Pattern Recognition (CVPR), 2021 Meng Ye Mikael Kanski Ke Wang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 250 46 0 04 Mar 2021
ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Boulbaba Ben Amor Sylvain Arguillere Ling Shao 139 32 0 16 Feb 2021
A Deep Network for Joint Registration and Reconstruction of Images with Pathologies Xu Han Zhengyang Shen Zhenlin Xu Spyridon Bakas H. Akbari Michel Bilello Christos Davatzikos Marc Niethammer MedIm 148 16 0 17 Aug 2020
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint Weijian Huang Hao Yang Xinfeng Liu Cheng Li Ian Zhang Rongpin Wang Bingsheng Huang Shanshan Wang MedIm 141 1 0 05 Aug 2020
Anatomical Data Augmentation via Fluid-based Image Registration Zhengyang Shen Zhenlin Xu Sahin Olut Marc Niethammer MedIm 85 16 0 05 Jul 2020
Combining the band-limited parameterization and Semi-Lagrangian Runge--Kutta integration for efficient PDE-constrained LDDMMJournal of Mathematical Imaging and Vision (JMIV), 2020 Monica Hernandez 116 6 0 10 Jun 2020