Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond

30 April 2020

Papers citing "Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond"

21 / 21 papers shown

Title
UniReg: Foundation Model for Controllable Medical Image Registration Zi Li Jianpeng Zhang Tai Ma Tony C. W. Mok Yan-Jie Zhou Z. Chen X. Ye Le Lu Dakai Jin MedIm 66 0 0 17 Mar 2025
A Symmetric Dynamic Learning Framework for Diffeomorphic Medical Image Registration Jinqiu Deng Ke-long Chen Mingke Li Daoping Zhang C. L. Philip Chen Alejandro F. Frangi Jianping Zhang MedIm 31 0 0 05 Nov 2024
Recurrent Inference Machine for Medical Image Registration Yi Zhang Yidong Zhao Hui Xue Peter Kellman Stefan Klein Qian Tao OOD 29 0 0 19 Jun 2024
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration Tony C. W. Mok Zi Li Yunhao Bai Jianpeng Zhang Wei Liu ... D. Jin Yu Shi Xiaoli Yin Le Lu Ling Zhang 43 7 0 29 Feb 2024
SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation Lin Tian Zi Li Fengze Liu Xiaoyu Bai Jia Ge Le Lu Marc Niethammer X. Ye Ke Yan D. Jin 35 6 0 25 Nov 2023
ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning Xinwei Xue Jia He Long Ma Xiangyu Meng Wenlin Li Risheng Liu 16 1 0 02 Sep 2023
On-the-Fly Guidance Training for Medical Image Registration Yuelin Xin Yicheng Chen Shengxiang Ji Kun Han Xiaohui Xie OOD 35 1 0 29 Aug 2023
SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid Zi Li Lin Tian Tony C. W. Mok Xiaoyu Bai Puyang Wang ... Jingren Zhou Le Lu X. Ye K. Yan D. Jin 3DPC 16 14 0 19 Jul 2023
A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion Risheng Liu Zhu Liu Jinyuan Liu Xin-Yue Fan Zhongxuan Luo 37 36 0 25 May 2023
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion Jinyuan Liu Runji Lin Guanyao Wu Risheng Liu Zhongxuan Luo Xin-Yue Fan 38 106 0 20 Nov 2022
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration Di Wang Jinyuan Liu Xin-Yue Fan Risheng Liu 50 171 0 24 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
Residual Aligner Network Jian-Qing Zheng Ziyang Wang Baoru Huang Ngee Han Lim Bartłomiej W. Papież MedIm 30 11 0 07 Mar 2022
Embedding Gradient-based Optimization in Image Registration Networks Huaqi Qiu Kerstin Hammernik C. Qin Cheng Chen Daniel Rueckert 32 10 0 07 Dec 2021
Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint Xinke Ma Yibo Yang Yong-quan Xia Dacheng Tao MedIm 13 0 0 04 Dec 2021
Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond Risheng Liu Yaohua Liu Shangzhi Zeng Jin Zhang 19 80 0 01 Oct 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 50 222 0 27 Jan 2021
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 53 202 0 20 Mar 2020
Content-Aware Unsupervised Deep Homography Estimation Jirong Zhang Chuan Wang Shuaicheng Liu Lanpeng Jia Nianjin Ye Jue Wang Ji Zhou Jian Sun 113 149 0 12 Sep 2019
DenseFuse: A Fusion Approach to Infrared and Visible Images Hui Li Xiaojun Wu 95 1,233 0 23 Apr 2018
Forward and Reverse Gradient-Based Hyperparameter Optimization Luca Franceschi Michele Donini P. Frasconi Massimiliano Pontil 127 406 0 06 Mar 2017