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 151–200 of 953 papers

TitleStatusHype
GoodPoint: unsupervised learning of keypoint detection and descriptionCode1
GradICON: Approximate Diffeomorphisms via Gradient Inverse ConsistencyCode1
HighRes-net: Multi-Frame Super-Resolution by Recursive FusionCode1
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite ImageryCode1
AutoFuse: Automatic Fusion Networks for Deformable Medical Image RegistrationCode1
A Robust and Efficient Framework for Sports-Field Registration—0
ACROBAT -- a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology—0
A Review of Image Mosaicing Techniques—0
A Resolution Enhancement Plug-in for Deformable Registration of Medical Images—0
A Gentle Introduction to Deep Learning in Medical Image Processing—0
mlVIRNET: Multilevel Variational Image Registration Network—0
A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces—0
Application of Tilt Correlation Statistics to Anisoplanatic Optical Turbulence Modeling and Mitigation—0
A Counterexample in Image Registration—0
Application of Disentanglement to Map Registration Problem—0
A Plug-and-Play Image Registration Network—0
A General Framework for Partial to Full Image Registration—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
A fully dense and globally consistent 3D map reconstruction approach for GI tract to enhance therapeutic relevance of the endoscopic capsule robot—0
A Novel Visualization System of Using Augmented Reality in Knee Replacement Surgery: Enhanced Bidirectional Maximum Correntropy Algorithm—0
A Counterexample in Cross-Correlation Template Matching—0
A novel variational model for image registration using Gaussian curvature—0
A Simple Mutual Information based Registration Method for Thermal-Optical Image Pairs applied on a Novel Dataset—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
A Novel Enhanced Convolution Neural Network with Extreme Learning Machine: Facial Emotional Recognition in Psychology Practices—0
Fast and Robust Matching for Multimodal Remote Sensing Image Registration—0
A Novel Domain Adaptation Framework for Medical Image Segmentation—0
A Novel Coronary Artery Registration Method Based on Super-pixel Particle Swarm Optimization—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
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration—0
An Optimization Method For Slice Interpolation Of Medical Images—0
A Non-Local Means Approach for Gaussian Noise Removal from Images using a Modified Weighting Kernel—0
A dynamic interactive learning framework for automated 3D medical image segmentation—0
An investigation towards wavelet based optimization of automatic image registration techniques—0
An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process—0
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration—0
A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution—0
An inexact Newton-Krylov algorithm for constrained diffeomorphic image registration—0
An Image Registration Based Technique for Noninvasive Vascular Elastography—0
Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration—0
A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging—0
A New Approach for Super resolution by Using Web Images and FFT Based Image Registration—0
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy—0
A Comparative Study for Non-rigid Image Registration and Rigid Image Registration—0
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning—0
An evolutionary computational based approach towards automatic image registration—0
An Elastic Image Registration Approach for Wireless Capsule Endoscope Localization—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