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

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Showing 351–400 of 953 papers

TitleStatusHype
Dense image registration and deformable surface reconstruction in presence of occlusions and minimal texture—0
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR—0
A low-rank representation for unsupervised registration of medical images—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
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks—0
Dense Deformation Network for High Resolution Tissue Cleared Image Registration—0
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study—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
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation—0
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods—0
BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images—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
A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration—0
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking—0
A Deep Learning Based Method for Fast Registration of Cardiac Magnetic Resonance Images—0
BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features—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
Deformable Registration Using Average Geometric Transformations for Brain MR Images—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
Can representation learning for multimodal image registration be improved by supervision of intermediate layers?—0
Deformable multi-modal image registration for the correlation between optical measurements and histology images—0
F3RNet: Full-Resolution Residual Registration Network for Deformable Image Registration—0
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning—0
A unifying framework for n-dimensional quasi-conformal mappings—0
Deformable MRI Sequence Registration for AI-based Prostate Cancer Diagnosis—0
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph—0
Cascaded Feature Warping Network for Unsupervised Medical Image Registration—0
Fast L^2 optimal mass transport via reduced basis methods for the Monge-Amp ere equation—0
Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network—0
Fast Mesh-Based Medical Image Registration—0
A Two Step Approach for Whole Slide Image Registration—0
Fast Predictive Multimodal Image Registration—0
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation—0
Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior—0
cIDIR: Conditioned Implicit Neural Representation for Regularized Deformable Image Registration—0
FDRN: A Fast Deformable Registration Network for Medical Images—0
Feature-Area Optimization: A Novel SAR Image Registration Method—0
A Two-Phase Genetic Algorithm for Image Registration—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