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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 201–250 of 953 papers

TitleStatusHype
Inverse-Consistent Deep Networks for Unsupervised Deformable Image RegistrationCode0
IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI dataCode0
Adversarial Deformation Regularization for Training Image Registration Neural NetworksCode0
An automated, geometry-based method for hippocampal shape and thickness analysisCode0
cMinMax: A Fast Algorithm to Find the Corners of an N-dimensional Convex PolytopeCode0
CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registrationCode0
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous MalformationsCode0
Joint Deformable Registration of Large EM Image Volumes: A Matrix Solver ApproachCode0
CINeMA: Conditional Implicit Neural Multi-Modal Atlas for a Spatio-Temporal Representation of the Perinatal BrainCode0
Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance AttentionCode0
Indirect Image Registration with Large Diffeomorphic DeformationsCode0
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial DeformationsCode0
Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brainCode0
CARL: A Framework for Equivariant Image RegistrationCode0
Impact of Initialization on Intra-subject Pediatric Brain MR Image Registration: A Comparative Analysis between SyN ANTs and Deep Learning-Based ApproachesCode0
Improving Generalization of Medical Image Registration Foundation ModelCode0
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRICode0
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR imagesCode0
MoonMetaSync: Lunar Image Registration AnalysisCode0
Privacy Preserving Image RegistrationCode0
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical FiltersCode0
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific Regularization in Deformable Image RegistrationCode0
An Artificial Agent for Robust Image RegistrationCode0
A fast and memory-efficient algorithm for smooth interpolation of polyrigid transformations: application to human joint trackingCode0
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based RegularizationCode0
MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large DeformationsCode0
Comparison of Consecutive and Re-stained Sections for Image Registration in HistopathologyCode0
High-throughput, high-resolution registration-free generated adversarial network microscopyCode0
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It SimpleCode0
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction NetworkCode0
Homography-based Visual Servoing with Remote Center of Motion for Semi-autonomous Robotic Endoscope ManipulationCode0
Image-and-Spatial Transformer Networks for Structure-Guided Image RegistrationCode0
Networks for Joint Affine and Non-parametric Image RegistrationCode0
Embedding Gradient-based Optimization in Image Registration NetworksCode0
Graph Neural Networks for modelling breast biomechanical compressionCode0
Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction ApproachCode0
An Unsupervised Learning Model for Deformable Medical Image RegistrationCode0
Groupwise Multimodal Image Registration using Joint Total VariationCode0
Geometry Reduced Order Modeling (GROM) with application to modeling of glymphatic functionCode0
BIRL: Benchmark on Image Registration methods with Landmark validationCode0
GLAMpoints: Greedily Learned Accurate Match pointsCode0
Hierarchical Uncertainty Estimation for Learning-based Registration in NeuroimagingCode0
Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock imageCode0
General Vision Encoder Features as Guidance in Medical Image RegistrationCode0
From Tissue Plane to Organ World: A Benchmark Dataset for Multimodal Biomedical Image Registration using Deep Co-Attention NetworksCode0
Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image RegistrationCode0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
ORRN: An ODE-based Recursive Registration Network for Deformable Respiratory Motion Estimation with Lung 4DCT ImagesCode0
Benchmarking of image registration methods for differently stained histological slidesCode0
Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural NetworksCode0
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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