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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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–725 of 953 papers

TitleStatusHype
Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration—0
Breathing deformation model -- application to multi-resolution abdominal MRI—0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
Deep Graphical Feature Learning for the Feature Matching Problem—0
A Deep Step Pattern Representation for Multimodal Retinal Image Registration—0
Dual-Stream Pyramid Registration NetworkCode0
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal ImagingCode0
Analysis of Generalized Entropies in Mutual Information Medical Image Registration—0
mlVIRNET: Multilevel Variational Image Registration Network—0
Multimodal image registration using Laplacian commutators—0
Astroalign: A Python module for astronomical image registrationCode0
Geolocation of an aircraft using image registration coupling modes for autonomous navigation—0
Multi-Temporal Aerial Image Registration Using Semantic Features—0
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial DeformationsCode0
KLDivNet: An unsupervised neural network for multi-modality image registration—0
Are Registration Uncertainty and Error Monotonically Associated—0
GLAMpoints: Greedily Learned Accurate Match pointsCode0
Zero Shot Learning for Multi-Modal Real Time Image Registration—0
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration—0
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping—0
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation—0
MarmoNet: a pipeline for automated projection mapping of the common marmoset brain from whole-brain serial two-photon tomography—0
Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior—0
Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors—0
Recursive Cascaded Networks for Unsupervised Medical Image RegistrationCode0
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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