Uncertainty Estimation for Pretrained Medical Image Registration Models via Transformation Equivariance
Fuente:
arXiv
Saved in:
| Main Authors: | Tian, Lin, Hu, Xiaoling, Iglesias, Juan Eugenio |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
by: Hu, Xiaoling, et al.
Published: (2024)
by: Hu, Xiaoling, et al.
Published: (2024)
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration
by: Gopinath, Karthik, et al.
Published: (2024)
by: Gopinath, Karthik, et al.
Published: (2024)
CARL: A Framework for Equivariant Image Registration
by: Greer, Hastings, et al.
Published: (2024)
by: Greer, Hastings, et al.
Published: (2024)
uniGradICON: A Foundation Model for Medical Image Registration
by: Tian, Lin, et al.
Published: (2024)
by: Tian, Lin, et al.
Published: (2024)
Pretraining Deformable Image Registration Networks with Random Images
by: Chen, Junyu, et al.
Published: (2025)
by: Chen, Junyu, et al.
Published: (2025)
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators
by: Wang, Haiping, et al.
Published: (2023)
by: Wang, Haiping, et al.
Published: (2023)
Medical Image Registration via Neural Fields
by: Sun, Shanlin, et al.
Published: (2022)
by: Sun, Shanlin, et al.
Published: (2022)
Improving Generalization of Medical Image Registration Foundation Model
by: Hu, Jing, et al.
Published: (2025)
by: Hu, Jing, et al.
Published: (2025)
Adaptive Conditional Contrast-Agnostic Deformable Image Registration with Uncertainty Estimation
by: Wang, Yinsong, et al.
Published: (2026)
by: Wang, Yinsong, et al.
Published: (2026)
Effective Feature Learning for 3D Medical Registration via Domain-Specialized DINO Pretraining
by: Kats, Eytan, et al.
Published: (2026)
by: Kats, Eytan, et al.
Published: (2026)
Enhancing Image Restoration Transformer via Adaptive Translation Equivariance
by: Hu, JiaKui, et al.
Published: (2025)
by: Hu, JiaKui, et al.
Published: (2025)
Progressive Retinal Image Registration via Global and Local Deformable Transformations
by: Liu, Yepeng, et al.
Published: (2024)
by: Liu, Yepeng, et al.
Published: (2024)
Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation
by: Hu, Xiaoling, et al.
Published: (2024)
by: Hu, Xiaoling, et al.
Published: (2024)
$\texttt{NePhi}$: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration
by: Tian, Lin, et al.
Published: (2023)
by: Tian, Lin, et al.
Published: (2023)
Medical Image Registration and Its Application in Retinal Images: A Review
by: Nie, Qiushi, et al.
Published: (2024)
by: Nie, Qiushi, et al.
Published: (2024)
UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration
by: Zhang, Runshi, et al.
Published: (2024)
by: Zhang, Runshi, et al.
Published: (2024)
Equivariant Image Modeling
by: Dong, Ruixiao, et al.
Published: (2025)
by: Dong, Ruixiao, et al.
Published: (2025)
On Image Registration and Subpixel Estimation
by: Savari, Serap A.
Published: (2024)
by: Savari, Serap A.
Published: (2024)
Are Pretrained Image Matchers Good Enough for SAR-Optical Satellite Registration?
by: Corley, Isaac, et al.
Published: (2026)
by: Corley, Isaac, et al.
Published: (2026)
Learning to Upscale 3D Segmentations in Neuroimaging
by: Hu, Xiaoling, et al.
Published: (2025)
by: Hu, Xiaoling, et al.
Published: (2025)
Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging
by: Liu, Peirong, et al.
Published: (2023)
by: Liu, Peirong, et al.
Published: (2023)
Pyramid Attention Network for Medical Image Registration
by: Wang, Zhuoyuan, et al.
Published: (2024)
by: Wang, Zhuoyuan, et al.
Published: (2024)
SSPFormer: Self-Supervised Pretrained Transformer for MRI Images
by: Li, Jingkai, et al.
Published: (2026)
by: Li, Jingkai, et al.
Published: (2026)
Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity
by: Min, Zhe, et al.
Published: (2024)
by: Min, Zhe, et al.
Published: (2024)
Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration
by: Zhou, Hongchao, et al.
Published: (2024)
by: Zhou, Hongchao, et al.
Published: (2024)
Rotation Equivariant Convolutions in Deformable Registration of Brain MRI
by: Rezvani, Arghavan, et al.
Published: (2026)
by: Rezvani, Arghavan, et al.
Published: (2026)
ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer
by: Wang, Haiqiao, et al.
Published: (2023)
by: Wang, Haiqiao, et al.
Published: (2023)
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration
by: Wang, Haiqiao, et al.
Published: (2024)
by: Wang, Haiqiao, et al.
Published: (2024)
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning
by: Wang, Bomin, et al.
Published: (2024)
by: Wang, Bomin, et al.
Published: (2024)
Aleatoric Uncertainty Medical Image Segmentation Estimation via Flow Matching
by: Van Nguyen, Phi, et al.
Published: (2025)
by: Van Nguyen, Phi, et al.
Published: (2025)
VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation
by: Zhang, Ruiyang, et al.
Published: (2024)
by: Zhang, Ruiyang, et al.
Published: (2024)
Bézier Meets Diffusion: Robust Generation Across Domains for Medical Image Segmentation
by: Li, Chen, et al.
Published: (2025)
by: Li, Chen, et al.
Published: (2025)
multiGradICON: A Foundation Model for Multimodal Medical Image Registration
by: Demir, Basar, et al.
Published: (2024)
by: Demir, Basar, et al.
Published: (2024)
SACB-Net: Spatial-awareness Convolutions for Medical Image Registration
by: Cheng, Xinxing, et al.
Published: (2025)
by: Cheng, Xinxing, et al.
Published: (2025)
General Vision Encoder Features as Guidance in Medical Image Registration
by: Kögl, Fryderyk, et al.
Published: (2024)
by: Kögl, Fryderyk, et al.
Published: (2024)
NCA-Morph: Medical Image Registration with Neural Cellular Automata
by: Ranem, Amin, et al.
Published: (2024)
by: Ranem, Amin, et al.
Published: (2024)
Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour Awareness
by: Xu, Hao, et al.
Published: (2025)
by: Xu, Hao, et al.
Published: (2025)
Uncertainty-aware Spatial-Frequency Registration and Fusion for Infrared and Visible Images
by: Li, Xingyuan, et al.
Published: (2026)
by: Li, Xingyuan, et al.
Published: (2026)
Learning Topological Representations for Deep Image Understanding
by: Hu, Xiaoling
Published: (2024)
by: Hu, Xiaoling
Published: (2024)
Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration
by: Zhang, Xiaoran, et al.
Published: (2023)
by: Zhang, Xiaoran, et al.
Published: (2023)
Similar Items
-
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging
by: Hu, Xiaoling, et al.
Published: (2024) -
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration
by: Gopinath, Karthik, et al.
Published: (2024) -
CARL: A Framework for Equivariant Image Registration
by: Greer, Hastings, et al.
Published: (2024) -
uniGradICON: A Foundation Model for Medical Image Registration
by: Tian, Lin, et al.
Published: (2024) -
Pretraining Deformable Image Registration Networks with Random Images
by: Chen, Junyu, et al.
Published: (2025)