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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 351–400 of 953 papers

TitleStatusHype
A Deep Registration Method for Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis—0
Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer—0
A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via KeypointsCode1
Breaking Modality Disparity: Harmonized Representation for Infrared and Visible Image Registration—0
Primitive Simultaneous Optimization of Similarity Metrics for Image Registration—0
Enhancing Deformable Local Features by Jointly Learning to Detect and Describe KeypointsCode1
Conditional Deformable Image Registration with Spatially-Variant and Adaptive Regularization—0
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registrationCode1
MetaRegNet: Metamorphic Image Registration Using Flow-Driven Residual Networks—0
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation—0
Sliding at first order: Higher-order momentum distributions for discontinuous image registration—0
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration—0
Deformable Cross-Attention Transformer for Medical Image Registration—0
Virtual Inverse Perspective Mapping for Simultaneous Pose and Motion Estimation—0
MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images—0
Structure-aware registration network for liver DCE-CT images—0
Joint cortical registration of geometry and function using semi-supervised learning—0
Can representation learning for multimodal image registration be improved by supervision of intermediate layers?—0
Indescribable Multi-modal Spatial EvaluatorCode1
Nonlinear Intensity, Scale and Rotation Invariant Matching for Multimodal ImagesCode0
Particle Swarm Optimization in 3D Medical Image Registration: A Systematic Review—0
Non-rigid Medical Image Registration using Physics-informed Neural NetworksCode1
Parallax-Tolerant Unsupervised Deep Image StitchingCode2
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation—0
Recurrence With Correlation Network for Medical Image RegistrationCode1
Advances and Challenges in Multimodal Remote Sensing Image Registration—0
An automated, geometry-based method for hippocampal shape and thickness analysisCode0
RMSim: Controlled Respiratory Motion Simulation on Static Patient ScansCode1
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph—0
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods—0
Impact of PCA-based preprocessing and different CNN structures on deformable registration of sonograms—0
Evaluation of image registration for measuring deformation fields in soft tissue mechanics—0
Deep Learning-Based UAV Aerial Triangulation without Image Control Points—0
GradICON: Approximate Diffeomorphisms via Gradient Inverse ConsistencyCode1
On Finite Difference Jacobian Computation in Deformable Image RegistrationCode1
2D/3D Deep Image Registration by Learning 3D Displacement Fields for Abdominal Organs—0
3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors—0
ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging DataCode0
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image RegistrationCode0
Fourier-Net: Fast Image Registration with Band-limited DeformationCode1
Learning deep abdominal CT registration through adaptive loss weighting and synthetic data generationCode0
ACROBAT -- a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology—0
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR imagesCode0
WarpPINN: Cine-MR image registration with physics-informed neural networksCode1
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers—0
Neurodevelopmental Phenotype Prediction: A State-of-the-Art Deep Learning ModelCode0
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration—0
Multimodal Remote Sensing Image Registration Based on Adaptive Multi-scale PIIFD—0
Direct deduction of chemical class from NMR spectraCode0
Meta-Learning Initializations for Interactive Medical 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