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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 751–800 of 953 papers

TitleStatusHype
Multimodal MRI Neuroimaging with Motion Compensation Based on Particle Filtering—0
Multimodal Optimization by Sparkling Squid Populations—0
Multimodal Remote Sensing Image Registration with Accuracy Estimation at Local and Global Scales—0
Multimodal Remote Sensing Image Registration Based on Adaptive Multi-scale PIIFD—0
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network—0
Multi-modal unsupervised brain image registration using edge maps—0
Multi-Objective Deep-Learning-based Biomechanical Deformable Image Registration with MOREA—0
Multi-Objective Dual Simplex-Mesh Based Deformable Image Registration for 3D Medical Images -- Proof of Concept—0
Multi-Objective Learning for Deformable Image Registration—0
Multiresolution Search of the Rigid Motion Space for Intensity Based Registration—0
Multi-scale Neural ODEs for 3D Medical Image Registration—0
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation—0
Multi-Temporal Aerial Image Registration Using Semantic Features—0
Mutual information neural estimation for unsupervised multi-modal registration of brain images—0
KLDivNet: An unsupervised neural network for multi-modality image registration—0
NCF: Neural Correspondence Field for Medical Image Registration—0
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration—0
Neural Graphics Primitives-based Deformable Image Registration for On-the-fly Motion Extraction—0
Neural Image Unfolding: Flattening Sparse Anatomical Structures using Neural Fields—0
Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization—0
NeuReg: Domain-invariant 3D Image Registration on Human and Mouse Brains—0
nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection—0
Non-parametric Image Registration of Airborne LiDAR, Hyperspectral and Photographic Imagery of Forests—0
Non-parametric Uncertainty Assessment in Deep-Learning Based Affine Image Registration—0
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific Regularization in Deformable Image RegistrationCode0
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
Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brainCode0
Bayesian Atlas Building with Hierarchical Priors for Subject-specific RegularizationCode0
RFR-WWANet: Weighted Window Attention-Based Recovery Feature Resolution Network for Unsupervised Image RegistrationCode0
Unsupervised Deformable Image Registration with Structural Nonparametric SmoothingCode0
Neurodevelopmental Phenotype Prediction: A State-of-the-Art Deep Learning ModelCode0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock imageCode0
New multimodal similarity measure for image registration via modeling local functional dependence with linear combination of learned basis functionsCode0
Adversarial Deformation Regularization for Training Image Registration Neural NetworksCode0
D-Net: Siamese based Network with Mutual Attention for Volume AlignmentCode0
Distinctive Image Features from Scale-Invariant KeypointsCode0
Nonlinear Intensity, Scale and Rotation Invariant Matching for Multimodal ImagesCode0
IMITATE: Image Registration with Context for unknown time frame recoveryCode0
High-throughput, high-resolution registration-free generated adversarial network microscopyCode0
Impact of Initialization on Intra-subject Pediatric Brain MR Image Registration: A Comparative Analysis between SyN ANTs and Deep Learning-Based ApproachesCode0
Rigid Slice-To-Volume Medical Image Registration through Markov Random FieldsCode0
Correlation Ratio for Unsupervised Learning of Multi-modal Deformable RegistrationCode0
Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brainCode0
Non-rigid image registration using fully convolutional networks with deep self-supervisionCode0
Contrastive Learning for Image Registration in Visual Teach and Repeat NavigationCode0
DSR: Direct Simultaneous Registration for Multiple 3D ImagesCode0
Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration AlgorithmsCode0
A Vessel Bifurcation Landmark Pair Dataset for Abdominal CT Deformable Image Registration (DIR) ValidationCode0
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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