SOTAVerified

Image Registration

Image registration is the process of transforming different sets of data into one coordinate system. Data may be multiple photographs, data from different sensors, times, depths, or viewpoints. It is used in computer vision, medical imaging, and compiling and analyzing images and data from satellites. Registration is necessary in order to be able to compare or integrate the data obtained from these different measurements.

Source: Image registration | Wikipedia

( Image credit: Kornia )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 851–900 of 953 papers

TitleStatusHype
Discovering Salient Anatomical Landmarks by Predicting Human Gaze—0
Distance Map Supervised Landmark Localization for MR-TRUS Registration—0
Distributed-memory large deformation diffeomorphic 3D image registration—0
Distributed methods for synchronization of orthogonal matrices over graphs—0
Divide to Conquer: A Field Decomposition Approach for Multi-Organ Whole-Body CT Image Registration—0
Do Public Datasets Assure Unbiased Comparisons for Registration Evaluation?—0
Double Sparse Multi-Frame Image Super Resolution—0
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration—0
Downstream Analysis of Foundational Medical Vision Models for Disease Progression—0
Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration—0
Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint—0
Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes—0
Echocardiography Segmentation Using Neural ODE-based Diffeomorphic Registration Field—0
Edge Preserving Multi-Modal Registration Based On Gradient Intensity Self-Similarity—0
Effective Image Differencing with ConvNets for Real-time Transient Hunting—0
Efficient Globally-Optimal Correspondence-Less Visual Odometry for Planar Ground Vehicles—0
Efficient Multi-Purpose Cross-Attention Based Image Alignment Block for Edge Devices—0
Efficient Post-processing of Diffusion Tensor Cardiac Magnetic Imaging Using Texture-conserving Deformable Registration—0
Efficient Rotation-Scaling-Translation Parameters Estimation Based on Fractal Image Model—0
GAN Based Medical Image Registration—0
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods—0
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network—0
Enhanced Synthetic MRI Generation from CT Scans Using CycleGAN with Feature Extraction—0
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking—0
Estimation of 3T MR images from 1.5T images regularized with Physics based Constraint—0
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration—0
Evaluation of Alignment-Regularity Characteristics in Deformable Image Registration—0
Evaluation of Distance Measures for Feature based Image Registration using AlexNet—0
Evaluation of image registration for measuring deformation fields in soft tissue mechanics—0
Evaluation of MRI to ultrasound registration methods for brain shift correction: The CuRIOUS2018 Challenge—0
Evaluation of Scan-Line Optimization for 3D Medical Image Registration—0
Explainable unsupervised multi-modal image registration using deep networks—0
Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation—0
Deep Learning based Direct Segmentation Assisted by Deformable Image Registration for Cone-Beam CT based Auto-Segmentation for Adaptive Radiotherapy—0
F3RNet: Full-Resolution Residual Registration Network for Deformable Image Registration—0
Fast L^2 optimal mass transport via reduced basis methods for the Monge-Amp ere equation—0
Fast Learning-based Registration of Sparse 3D Clinical Images—0
Fast Mesh-Based Medical Image Registration—0
Fast Predictive Image Registration—0
Fast Predictive Multimodal Image Registration—0
Fast Predictive Simple Geodesic Regression—0
FDRN: A Fast Deformable Registration Network for Medical Images—0
Feature-Area Optimization: A Novel SAR Image Registration Method—0
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation—0
FF-PNet: A Pyramid Network Based on Feature and Field for Brain Image Registration—0
FIRE: Unsupervised bi-directional inter-modality registration using deep networks—0
First Order Locally Orderless Registration—0
Flexible Bayesian Modelling for Nonlinear Image Registration—0
FPGA Hardware Acceleration for Feature-Based Relative Navigation Applications—0
Fractional Calculus In Image Processing: A Review—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RAN4+DSC0.62—Unverified
2CLIP+SVD+ViTDSC0.61—Unverified
3CLIP+SVD+ResNetDSC0.6—Unverified
4CLIP+ViTDSC0.59—Unverified
5Chatgpt+SVDDSC0.58—Unverified
6RMAnDSC0.55—Unverified
7RAN3DSC0.54—Unverified
8SAME++DSC0.49—Unverified
9DnetDSC0.47—Unverified
#ModelMetricClaimedVerifiedStatus
1LKRetinamAUC0.76—Unverified
2SuperRetinamAUC0.76—Unverified
3REMPE, JBHI 2020mAUC0.72—Unverified
4GLAMpoints, ICCV 2019mAUC0.62—Unverified
5SIFTmAUC0.57—Unverified
6PBO, ICIP 2010mAUC0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1DnetASD5.01—Unverified
2RMAnASD3.83—Unverified
3RAN4+ASD3.8—Unverified
4RAN3ASD3.01—Unverified
#ModelMetricClaimedVerifiedStatus
1Region-specific Diffeomorphic Metric MappingDice68.18—Unverified
2vSVF-net [shen2019networks]Dice67.59—Unverified
#ModelMetricClaimedVerifiedStatus
1Recursive Refinement Networklandmarks0.83—Unverified