SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 851–875 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
Quicksilver: Fast Predictive Image Registration - a Deep Learning ApproachCode0
Fast Predictive Multimodal Image Registration—0
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
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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