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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 851–900 of 953 papers

TitleStatusHype
Non-rigid image registration using fully convolutional networks with deep self-supervisionCode0
Part-to-whole Registration of Histology and MRI using Shape Elements—0
ssEMnet: Serial-section Electron Microscopy Image Registration using a Spatial Transformer Network with Learned Features—0
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks—0
CS591 Report: Application of siamesa network in 2D transformation—0
Indirect Image Registration with Large Diffeomorphic DeformationsCode0
A fully dense and globally consistent 3D map reconstruction approach for GI tract to enhance therapeutic relevance of the endoscopic capsule robot—0
Mid-space-independent deformable image registration—0
A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images—0
Misdirected Registration Uncertainty—0
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network—0
Fast Predictive Multimodal Image Registration—0
Quicksilver: Fast Predictive Image Registration - a Deep Learning ApproachCode0
A Geometric Framework for Stochastic Shape AnalysisCode0
A Lagrangian Gauss-Newton-Krylov Solver for Mass- and Intensity-Preserving Diffeomorphic Image Registration—0
Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject MotionCode0
Normalized Total Gradient: A New Measure for Multispectral Image Registration—0
Slice-to-volume medical image registration: a survey—0
Distributed methods for synchronization of orthogonal matrices over graphs—0
Probabilistic Diffeomorphic Registration: Representing Uncertainty—0
Universal Joint Image Clustering and Registration using Partition Information—0
Registering large volume serial-section electron microscopy image sets for neural circuit reconstruction using FFT signal whitening—0
A Non-Local Means Approach for Gaussian Noise Removal from Images using a Modified Weighting Kernel—0
An Artificial Agent for Robust Image RegistrationCode0
Predicting 1p19q Chromosomal Deletion of Low-Grade Gliomas from MR Images using Deep Learning—0
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching—0
Validation of Tsallis Entropy In Inter-Modality Neuroimage Registration—0
Iterative Inversion of Deformation Vector Fields with Feedback ControlCode0
Template Matching Advances and Applications in Image Analysis—0
Matching of Images with Rotation Transformation Based on the Virtual Electromagnetic Interaction—0
Rigid Slice-To-Volume Medical Image Registration through Markov Random FieldsCode0
Distributed-memory large deformation diffeomorphic 3D image registration—0
Fractional Calculus In Image Processing: A Review—0
Color Homography Color Correction—0
Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept—0
Fast Predictive Image Registration—0
Efficient Feature-based Image Registration by Mapping Sparsified Surfaces—0
Most Likely Separation of Intensity and Warping Effects in Image Registration—0
Reinterpreting the Transformation Posterior in Probabilistic Image Registration—0
A Semi-Lagrangian two-level preconditioned Newton-Krylov solver for constrained diffeomorphic image registration—0
Feature-Area Optimization: A Novel SAR Image Registration Method—0
Multimodal Remote Sensing Image Registration with Accuracy Estimation at Local and Global Scales—0
Fundamental Limits in Multi-image Alignment—0
Double Sparse Multi-Frame Image Super Resolution—0
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It SimpleCode0
Multimodal MRI Neuroimaging with Motion Compensation Based on Particle Filtering—0
Robust Registration of Calcium Images by Learned Contrast SynthesisCode0
Multiresolution Search of the Rigid Motion Space for Intensity Based Registration—0
To Know Where We Are: Vision-Based Positioning in Outdoor Environments—0
Non-Rigid Registration of Images With Geometric and Photometric Deformation by Using Local Affine Fourier-Moment Matching—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