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Recursive Cascaded Networks for Unsupervised Medical Image Registration
v1v2v3 (latest)

Recursive Cascaded Networks for Unsupervised Medical Image Registration

IEEE International Conference on Computer Vision (ICCV), 2019
29 July 2019
Shengyu Zhao
Yue Dong
E. Chang
Yan Xu
ArXiv (abs)PDFHTMLGithub (371★)

Papers citing "Recursive Cascaded Networks for Unsupervised Medical Image Registration"

50 / 101 papers shown
ERNet: Unsupervised Collective Extraction and Registration in
  Neuroimaging Data
ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging DataKnowledge Discovery and Data Mining (KDD), 2022
Yao Su
Zhentian Qian
Lifang He
Xiangnan Kong
108
3
0
06 Dec 2022
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image
  Registration
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image RegistrationIndustrial Conference on Data Mining (IDM), 2022
Yao Su
Xin Dai
Lifang He
Xiangnan Kong
MedIm
78
4
0
06 Dec 2022
Fourier-Net: Fast Image Registration with Band-limited Deformation
Fourier-Net: Fast Image Registration with Band-limited DeformationAAAI Conference on Artificial Intelligence (AAAI), 2022
Xiaogang Jia
Joseph Bartlett
Wei Chen
Siyang Song
T. Zhang
Xi Cheng
Wenqi Lu
Zhaowen Qiu
Yanfu Zhang
144
43
0
29 Nov 2022
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style
  Transformation
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style TransformationAAAI Conference on Artificial Intelligence (AAAI), 2022
Jinxin Lv
Xiaoyu Zeng
Sheng Wang
Ran Duan
Zhiwei Wang
Qiang Li
202
5
0
26 Nov 2022
Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine
  Networks and Dual Deep Supervision
Brain Tumor Sequence Registration with Non-iterative Coarse-to-fine Networks and Dual Deep Supervision
Mingyuan Meng
Lei Bi
Dagan Feng
Jinman Kim
203
11
0
15 Nov 2022
Progressively refined deep joint registration segmentation (ProRSeg) of
  gastrointestinal organs at risk: Application to MRI and cone-beam CT
Progressively refined deep joint registration segmentation (ProRSeg) of gastrointestinal organs at risk: Application to MRI and cone-beam CTMedical Physics (Lancaster) (Med. Phys.), 2022
Jue Jiang
Jun Hong
K. Tringale
M. Reyngold
C. Crane
N. Tyagi
Harini Veeraraghavan
138
4
0
25 Oct 2022
U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?
U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?
Xi Jia
Joseph Bartlett
Tianyang Zhang
Wenqi Lu
Zhaowen Qiu
Yanfu Zhang
ViTMedIm
216
92
0
07 Aug 2022
SearchMorph:Multi-scale Correlation Iterative Network for Deformable
  Registration
SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration
Xiao Fan
Shuxin Zhuang
Zhemin Zhuang
Ye Yuan
Shunmin Qiu
A. Raj
Yibiao Rong
MedIm
227
0
0
27 Jun 2022
Non-iterative Coarse-to-fine Registration based on Single-pass Deep
  Cumulative Learning
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Mingyuan Meng
Lei Bi
Dagan Feng
Jinman Kim
209
50
0
25 Jun 2022
$\texttt{GradICON}$: Approximate Diffeomorphisms via Gradient Inverse
  Consistency
GradICON\texttt{GradICON}GradICON: Approximate Diffeomorphisms via Gradient Inverse ConsistencyComputer Vision and Pattern Recognition (CVPR), 2022
Lin Tian
Hastings Greer
Franccois-Xavier Vialard
Roland Kwitt
Raúl San José Estépar
Richard Jarrett Rushmore
Nikolaos Makris
Sylvain Bouix
Marc Niethammer
MedIm
314
40
0
13 Jun 2022
Deep Learning based Direct Segmentation Assisted by Deformable Image
  Registration for Cone-Beam CT based Auto-Segmentation for Adaptive
  Radiotherapy
Deep Learning based Direct Segmentation Assisted by Deformable Image Registration for Cone-Beam CT based Auto-Segmentation for Adaptive RadiotherapyPhysics in Medicine and Biology (PMB), 2022
Xiao Liang
H. Morgan
T. Bai
M. Dohopolski
D. Nguyen
Steve B. Jiang
115
8
0
07 Jun 2022
Medical Image Registration via Neural Fields
Medical Image Registration via Neural Fields
Shanlin Sun
Kun Han
Hao Tang
Deying Kong
Junayed Naushad
Xiangyi Yan
Xiaohui Xie
MedIm
228
23
0
07 Jun 2022
Recursive Deformable Image Registration Network with Mutual Attention
Recursive Deformable Image Registration Network with Mutual AttentionAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2022
Jian-Qing Zheng
Ziyang Wang
Baoru Huang
N. Lim
T. Vincent
B. Papież
MedIm
238
12
0
04 Jun 2022
Transforming medical imaging with Transformers? A comparative review of
  key properties, current progresses, and future perspectives
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
Jun Li
Junyu Chen
Yucheng Tang
Ce Wang
Bennett A. Landman
S. K. Zhou
ViTOODMedIm
433
144
0
02 Jun 2022
Deep Learning for Medical Image Registration: A Comprehensive Review
Deep Learning for Medical Image Registration: A Comprehensive Review
Subrato Bharati
M. Rubaiyat Hossain Mondal
Prajoy Podder
V. B. Surya Prasath
MedIm
213
34
0
24 Apr 2022
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of
  Transformer-MLP Paradigm for Dense Prediction in Medical Volume
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical VolumeIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Jianye Pang
Cheng Jiang
Yihao Chen
Jianbo Chang
M. Feng
Renzhi Wang
Jianhua Yao
ViTMedIm
166
13
0
14 Apr 2022
Learning the Effect of Registration Hyperparameters with HyperMorph
Learning the Effect of Registration Hyperparameters with HyperMorph
Andrew Hoopes
Malte Hoffmann
Douglas N. Greve
Bruce Fischl
John Guttag
Adrian Dalca
269
51
0
30 Mar 2022
Automated Learning for Deformable Medical Image Registration by Jointly
  Optimizing Network Architectures and Objective Functions
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective FunctionsIEEE Transactions on Image Processing (IEEE TIP), 2022
Xin-Yue Fan
Zi Li
Ziyang Li
Xiaolin Wang
Risheng Liu
Zhongxuan Luo
Hao Huang
225
17
0
14 Mar 2022
PC-SwinMorph: Patch Representation for Unsupervised Medical Image
  Registration and Segmentation
PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation
Lihao Liu
Zhening Huang
Pietro Lio
Carola-Bibiane Schönlieb
Angelica I. Aviles-Rivero
228
16
0
10 Mar 2022
Region Specific Optimization (RSO)-based Deep Interactive Registration
Region Specific Optimization (RSO)-based Deep Interactive Registration
T. Bai
Muhan Lin
Xiao Liang
Biling Wang
M. Dohopolski
B. Cai
D. Nguyen
Steve B. Jiang
94
0
0
08 Mar 2022
Residual Aligner Network
Residual Aligner Network
Jian-Qing Zheng
Ziyang Wang
Baoru Huang
Ngee Han Lim
Bartłomiej W. Papież
MedIm
138
22
0
07 Mar 2022
Diffeomorphic Image Registration with Neural Velocity Field
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
488
31
0
25 Feb 2022
A Transformer-based Network for Deformable Medical Image Registration
A Transformer-based Network for Deformable Medical Image RegistrationCAAI International Conference on Artificial Intelligence (ICCAI), 2022
Yibo Wang
W. Qian
Xuming Zhang
ViTMedIm
175
12
0
24 Feb 2022
Segmentation by Test-Time Optimization (TTO) for CBCT-based Adaptive
  Radiation Therapy
Segmentation by Test-Time Optimization (TTO) for CBCT-based Adaptive Radiation TherapyMedical Physics (Lancaster) (Med. Phys.), 2022
Xiao Liang
J. Chun
H. Morgan
T. Bai
D. Nguyen
Justin C. Park
Steve B. Jiang
108
11
0
08 Feb 2022
One shot PACS: Patient specific Anatomic Context and Shape prior aware
  recurrent registration-segmentation of longitudinal thoracic cone beam CTs
One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTsIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Jue Jiang
Harini Veeraraghavan
169
23
0
26 Jan 2022
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image
  Registration
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration
Ziwei Luo
Jing Hu
Xin Wang
Shu Hu
Bin Kong
Youbing Yin
Qi Song
Xi Wu
Siwei Lyu
MedIm
153
15
0
14 Dec 2021
Embedding Gradient-based Optimization in Image Registration Networks
Embedding Gradient-based Optimization in Image Registration Networks
Huaqi Qiu
Kerstin Hammernik
C. Qin
Chong Chen
Daniel Rueckert
182
18
0
07 Dec 2021
Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint
Xinke Ma
Jianlong Wu
Yong-quan Xia
Dacheng Tao
MedIm
216
0
0
04 Dec 2021
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning
  registration network
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network
Théo Estienne
Maria Vakalopoulou
Enzo Battistella
T. Henry
Marvin Lerousseau
A. Leroy
Nikos Paragios
Eric Deutsch
196
6
0
23 Nov 2021
CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for
  Non-Contrast to Contrast CT Translation
CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for Non-Contrast to Contrast CT Translation
Nicolae-Cătălin Ristea
A. Miron
O. Savencu
Mariana-Iuliana Georgescu
N. Verga
Fahad Shahbaz Khan
Radu Tudor Ionescu
ViTMedIm
490
30
0
12 Oct 2021
Light-weight Deformable Registration using Adversarial Learning with
  Distilling Knowledge
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
164
30
0
04 Oct 2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via
  Deformation Field Integration and Non-Rigid Feature Fusion
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature FusionIEEE Transactions on Medical Imaging (IEEE TMI), 2021
Jinxin Lv
Zhiwei Wang
Hongkuan Shi
Haobo Zhang
Sheng Wang
Yilang Wang
Qiang Li
186
60
0
25 Sep 2021
SAME: Deformable Image Registration based on Self-supervised Anatomical
  Embeddings
SAME: Deformable Image Registration based on Self-supervised Anatomical EmbeddingsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Fengze Liu
K. Yan
Adam P. Harrison
Dazhou Guo
Le Lu
...
Lingyun Huang
Guotong Xie
Jing Xiao
X. Ye
D. Jin
177
36
0
23 Sep 2021
Multi-scale Neural ODEs for 3D Medical Image Registration
Multi-scale Neural ODEs for 3D Medical Image Registration
Junshen Xu
Eric Z. Chen
Xiao Chen
Terrence Chen
Shanhui Sun
MedIm
179
31
0
16 Jun 2021
Recursive Refinement Network for Deformable Lung Registration between
  Exhale and Inhale CT Scans
Recursive Refinement Network for Deformable Lung Registration between Exhale and Inhale CT Scans
Xinzi He
Jia Guo
Xuzhe Zhang
Hanwen Bi
S. Gerard
...
Eric A. Hoffman
J. Reinhardt
R. G. Barr
Elsa D. Angelini
Andrew F. Laine
143
14
0
14 Jun 2021
Knowledge-aware Deep Framework for Collaborative Skin Lesion
  Segmentation and Melanoma Recognition
Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma RecognitionPattern Recognition (Pattern Recogn.), 2021
Xiaohong Wang
Xudong Jiang
Henghui Ding
Yuqian Zhao
Jun Liu
270
46
0
07 Jun 2021
Learning a Model-Driven Variational Network for Deformable Image
  Registration
Learning a Model-Driven Variational Network for Deformable Image RegistrationIEEE Transactions on Medical Imaging (IEEE TMI), 2021
Xi Jia
A. Thorley
Wei Chen
Huaqi Qiu
Linlin Shen
...
A. Leonardis
A. de Marvao
D. O’Regan
Daniel Rueckert
Yanfu Zhang
MedIm
168
47
0
25 May 2021
A Meta-Learning Approach for Medical Image Registration
A Meta-Learning Approach for Medical Image RegistrationIEEE International Symposium on Biomedical Imaging (ISBI), 2021
Heejung Park
Gyeong Min Lee
Soopil Kim
Gahyung Ryu
Areum Jeong
Sang Hyun Park
Sa-Hee Min
185
13
0
21 Apr 2021
Test-Time Training for Deformable Multi-Scale Image Registration
Test-Time Training for Deformable Multi-Scale Image RegistrationIEEE International Conference on Robotics and Automation (ICRA), 2021
Wentao Zhu
Yufang Huang
Daguang Xu
Zhen Qian
Wei Fan
Xiaohui Xie
170
26
0
25 Mar 2021
Cascaded Feature Warping Network for Unsupervised Medical Image
  Registration
Cascaded Feature Warping Network for Unsupervised Medical Image RegistrationIEEE International Symposium on Biomedical Imaging (ISBI), 2021
Liutong Zhang
Lei Zhou
Ruiyang Li
Xianyu Wang
Boxuan Han
Hongen Liao
MedIm
66
17
0
15 Mar 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on
  Cardiac Tagging Magnetic Resonance Images
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
283
49
0
04 Mar 2021
Unsupervised Medical Image Alignment with Curriculum Learning
Unsupervised Medical Image Alignment with Curriculum LearningInternational Conference on Information Photonics (ICIP), 2021
Mihail Burduja
Radu Tudor Ionescu
116
16
0
20 Feb 2021
Recurrent Multi-view Alignment Network for Unsupervised Surface
  Registration
Recurrent Multi-view Alignment Network for Unsupervised Surface RegistrationComputer Vision and Pattern Recognition (CVPR), 2020
Wanquan Feng
Juyong Zhang
Hongrui Cai
Haofei Xu
Xianqiang Lyu
Hujun Bao
3DV3DPC
224
48
0
24 Nov 2020
Contrastive Registration for Unsupervised Medical Image Segmentation
Contrastive Registration for Unsupervised Medical Image SegmentationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Lihao Liu
Angelica I Aviles-Rivero
Carola-Bibiane Schönlieb
208
49
0
17 Nov 2020
Exploring Intensity Invariance in Deep Neural Networks for Brain Image
  Registration
Exploring Intensity Invariance in Deep Neural Networks for Brain Image RegistrationInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2020
Hassan Mahmood
Asim Iqbal
S. Islam
94
4
0
21 Sep 2020
Large Deformation Diffeomorphic Image Registration with Laplacian
  Pyramid Networks
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks
Tony C. W. Mok
Albert C. S. Chung
MedIm
254
331
0
29 Jun 2020
An Auto-Context Deformable Registration Network for Infant Brain MRI
An Auto-Context Deformable Registration Network for Infant Brain MRI
Dongming Wei
Sahar Ahmad
Yunzhi Huang
Lei Ma
Zhengwang Wu
Gang Li
Li Wang
Qian Wang
P. Yap
Dinggang Shen
115
4
0
19 May 2020
Learning Deformable Image Registration from Optimization: Perspective,
  Modules, Bilevel Training and Beyond
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Risheng Liu
Zi Li
Xin-Yue Fan
Chenying Zhao
Hao Huang
Zhongxuan Luo
3DH
284
42
0
30 Apr 2020
Unsupervised Deformable Medical Image Registration via Pyramidal
  Residual Deformation Fields Estimation
Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation
Yujia Zhou
Shumao Pang
Jun Cheng
Yuhang Sun
Yi Wu
Lei Zhao
Yaqin Liu
Zhentai Lu
Wei Yang
Qianjin Feng
OODMedIm
121
5
0
16 Apr 2020
Flexibly Regularized Mixture Models and Application to Image
  Segmentation
Flexibly Regularized Mixture Models and Application to Image SegmentationNeural Networks (NN), 2019
Jonathan Vacher
Claire Launay
Ruben Coen-Cagli
231
15
0
25 May 2019
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