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

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Showing 351–375 of 953 papers

TitleStatusHype
A General Framework for Partial to Full Image Registration—0
A Counterexample in Image Registration—0
Correcting Multi-focus Images via Simple Standard Deviation for Image Fusion—0
Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning—0
COph100: A comprehensive fundus image registration dataset from infants constituting the "RIDIRP" database—0
A Novel Visualization System of Using Augmented Reality in Knee Replacement Surgery: Enhanced Bidirectional Maximum Correntropy Algorithm—0
A fully dense and globally consistent 3D map reconstruction approach for GI tract to enhance therapeutic relevance of the endoscopic capsule robot—0
Convolutional Neural Networks vs. Deformable Image Registration For Medical Slice Interpolation—0
A novel variational model for image registration using Gaussian curvature—0
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping—0
A Simple Mutual Information based Registration Method for Thermal-Optical Image Pairs applied on a Novel Dataset—0
A Counterexample in Cross-Correlation Template Matching—0
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration—0
Continuous sPatial-Temporal Deformable Image Registration (CPT-DIR) for motion modelling in radiotherapy: beyond classic voxel-based methods—0
A Novel Histogram Based Robust Image Registration Technique—0
Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept—0
A Novel Enhanced Convolution Neural Network with Extreme Learning Machine: Facial Emotional Recognition in Psychology Practices—0
CNN-based Lung CT Registration with Multiple Anatomical Constraints—0
Constrained Mass Optimal Transport—0
A Novel Domain Adaptation Framework for Medical Image Segmentation—0
Constrained H^1-regularization schemes for diffeomorphic image registration—0
A Novel Coronary Artery Registration Method Based on Super-pixel Particle Swarm Optimization—0
Fast and Robust Matching for Multimodal Remote Sensing Image Registration—0
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration—0
3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors—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