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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
CNN-based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI—0
An evolutionary computational based approach towards automatic image registration—0
Deep Learning-Based UAV Aerial Triangulation without Image Control Points—0
An Elastic Image Registration Approach for Wireless Capsule Endoscope Localization—0
Closed-loop Feedback Registration for Consecutive Images of Moving Flexible Targets—0
Adversarial Image Registration with Application for MR and TRUS Image Fusion—0
Quasiconformal model with CNN features for large deformation image registration—0
CNN Driven Sparse Multi-Level B-Spline Image Registration—0
Cognitive-mapping and contextual pyramid based Digital Elevation Model Registration and its effective storage using fractal based compression—0
A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging—0
Collaborative Learning for Unsupervised Multimodal Remote Sensing Image Registration: Integrating Self-Supervision and MIM-Guided Diffusion-Based Image Translation—0
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration—0
Color Homography Color Correction—0
Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information—0
Comparative study of image registration techniques for bladder video-endoscopy—0
Computer-Aided Design of Personalized Occlusal Positioning Splints Using Multimodal 3D Data—0
Computing Topology Preservation of RBF Transformations for Landmark-Based Image Registration—0
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging—0
Conditional Deformable Image Registration with Spatially-Variant and Adaptive Regularization—0
Conditional Segmentation in Lieu of Image Registration—0
ConKeD++ -- Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses—0
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration—0
A Novel Coronary Artery Registration Method Based on Super-pixel Particle Swarm Optimization—0
Constrained H^1-regularization schemes for diffeomorphic image registration—0
Constrained Mass Optimal Transport—0
CNN-based Lung CT Registration with Multiple Anatomical Constraints—0
Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept—0
Classifier-guided registration of coronary CT angiography and intravascular ultrasound—0
Continuous sPatial-Temporal Deformable Image Registration (CPT-DIR) for motion modelling in radiotherapy: beyond classic voxel-based methods—0
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration—0
Classic versus deep learning approaches to address computer vision challenges—0
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping—0
Convolutional Neural Networks vs. Deformable Image Registration For Medical Slice Interpolation—0
An Average of the Human Ear Canal: Recovering Acoustical Properties via Shape Analysis—0
COph100: A comprehensive fundus image registration dataset from infants constituting the "RIDIRP" database—0
Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning—0
Correcting Multi-focus Images via Simple Standard Deviation for Image Fusion—0
CLAIRE -- Parallelized Diffeomorphic Image Registration for Large-Scale Biomedical Imaging Applications—0
A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data—0
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity—0
Deep Learning for Medical Image Registration: A Comprehensive Review—0
cIDIR: Conditioned Implicit Neural Representation for Regularized Deformable Image Registration—0
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching—0
CID: Combined Image Denoising in Spatial and Frequency Domains Using Web Images—0
A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces—0
CS591 Report: Application of siamesa network in 2D transformation—0
Cascaded Feature Warping Network for Unsupervised Medical Image Registration—0
CT Image Registration in Acute Stroke Monitoring—0
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration—0
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph—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