Cover Image

IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hemidi, Ziad Al-Haj, Weihsbach, Christian, Heinrich, Mattias P.
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Reliable Evaluation of MRI Motion Correction: Dataset and Insights
by: Wang, Kun, et al.
Published: (2025)

Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation
by: Wu, Qing, et al.
Published: (2024)

PrIINeR: Towards Prior-Informed Implicit Neural Representations for Accelerated MRI
by: Hemidi, Ziad Al-Haj, et al.
Published: (2025)

Physics-Informed Deep Learning for Motion-Corrected Reconstruction of Quantitative Brain MRI
by: Eichhorn, Hannah, et al.
Published: (2024)

Contrast-Optimized Basis Functions for Self-Navigated Motion Correction in Quantitative MRI
by: Marchetto, Elisa, et al.
Published: (2024)

From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction
by: Zhang, Zhenxuan, et al.
Published: (2025)

Implicit Neural Representation-Based MRI Reconstruction Method with Sensitivity Map Constraints
by: Rao, Lixuan, et al.
Published: (2025)

EMORe: Motion-Robust 5D MRI Reconstruction via Expectation-Maximization-Guided Binning Correction and Outlier Rejection
by: Arshad, Syed M., et al.
Published: (2025)

Bilevel Optimized Implicit Neural Representation for Scan-Specific Accelerated MRI Reconstruction
by: Yu, Hongze, et al.
Published: (2025)

CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning
by: Wu, Ruoyou, et al.
Published: (2024)

An Optimized Binning and Probabilistic Slice Sharing Algorithm for Motion Correction in Abdominal DW-MRI
by: Su, Michelle, et al.
Published: (2024)

A Literature Review on Fetus Brain Motion Correction in MRI
by: Zhang, Haoran, et al.
Published: (2024)

The Useful Side of Motion: Using Head Motion Parameters to Correct for Respiratory Confounds in BOLD fMRI
by: Addeh, Abdoljalil, et al.
Published: (2024)

Anatomically Guided Motion Correction for Placental IVIM Parameter Estimation with Accelerated Sampling Method
by: Ngremmadji, Mbaimou Auxence, et al.
Published: (2025)

MR-Compass: Inertial Navigation-Driven Motion Correction for Brain MRI
by: Arslan, Musa Tunc, et al.
Published: (2026)

Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representation
by: Spieker, Veronika, et al.
Published: (2024)

Unsupervised Motion-Compensated Decomposition for Cardiac MRI Reconstruction via Neural Representation
by: Tian, Xuanyu, et al.
Published: (2025)

Motion-robust free-running volumetric cardiovascular MRI
by: Arshad, Syed M., et al.
Published: (2023)

MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
by: Klug, Tobit, et al.
Published: (2024)

MAMOC: MRI Motion Correction via Masked Autoencoding
by: Van der Goten, Lennart Alexander, et al.
Published: (2024)

Implicit Neural Representation for Sparse-view Photoacoustic Computed Tomography
by: Yao, Bowei, et al.
Published: (2024)

Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models
by: Chu, Jiayue, et al.
Published: (2024)

A Multi-Grid Implicit Neural Representation for Multi-View Videos
by: Ling, Qingyue, et al.
Published: (2025)

Time-Resolved Reconstruction of Motion, Force, and Stiffness using Spectro-Dynamic MRI
by: van Riel, Max H. C., et al.
Published: (2023)

Unsupervised Cardiac Video Translation Via Motion Feature Guided Diffusion Model
by: Deb, Swakshar, et al.
Published: (2025)

INFusion: Diffusion Regularized Implicit Neural Representations for 2D and 3D accelerated MRI reconstruction
by: Arefeen, Yamin, et al.
Published: (2024)

Sensorless Remote Center of Motion Misalignment Estimation
by: Yang, Hao, et al.
Published: (2025)

Improved Motion Plane Adaptive 360-Degree Video Compression Using Affine Motion Models
by: Ritthaler, Marina, et al.
Published: (2025)

Global Motion Corresponder for 3D Point-Based Scene Interpolation under Large Motion
by: Lin, Junru, et al.
Published: (2025)

Rapid Whole Brain Motion-robust Mesoscale In-vivo MR Imaging using Multi-scale Implicit Neural Representation
by: Lyu, Jun, et al.
Published: (2025)

Physics-Informed Implicit Neural Representations for Joint B0 Estimation and Echo Planar Imaging
by: Huang, Wenqi, et al.
Published: (2025)

Non-rigid Motion Correction for MRI Reconstruction via Coarse-To-Fine Diffusion Models
by: Wang, Frederic, et al.
Published: (2025)

QSMnet-INR: Single-Orientation Quantitative Susceptibility Mapping via Implicit Neural Representation in k-Space
by: Cai, Xuan, et al.
Published: (2025)

LINEAR: Learning Implicit Neural Representation With Explicit Physical Priors for Accelerated Quantitative T1rho Mapping
by: Liu, Yuanyuan, et al.
Published: (2024)

Motion-Robust Deep Reconstruction for Free-Breathing Cardiac Cine MRI
by: Yurt, Mahmut, et al.
Published: (2026)

Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge
by: Wang, Kang, et al.
Published: (2025)

MoE-dqINR: A Unified Mixture-of-Experts Implicit Neural Representation Framework for Scan-Specific Dynamic and Quantitative MRI Reconstruction
by: Wu, Yinzhe, et al.
Published: (2026)

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection
by: Yang, Qiushi, et al.
Published: (2025)

Rigid Motion Estimation using Accelerated Iterative Coordinate Descent (REACT) for MR Imaging
by: Jang, Kwang Eun, et al.
Published: (2026)

Surface Coil Intensity Correction for MRI
by: Lei, Xuan, et al.
Published: (2023)