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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 501–525 of 953 papers

TitleStatusHype
Personalized MR-Informed Diffusion Models for 3D PET Image Reconstruction—0
PET Tracer Conversion among Brain PET via Variable Augmented Invertible Network—0
PixelBNN: Augmenting the PixelCNN with batch normalization and the presentation of a fast architecture for retinal vessel segmentation—0
POLAFFINI: Efficient feature-based polyaffine initialization for improved non-linear image registration—0
PoleStack: Robust Pole Estimation of Irregular Objects from Silhouette Stacking—0
Precise Aerial Image Matching based on Deep Homography Estimation—0
Predicting 1p19q Chromosomal Deletion of Low-Grade Gliomas from MR Images using Deep Learning—0
Primitive Simultaneous Optimization of Similarity Metrics for Image Registration—0
Probabilistic Depth Image Registration incorporating Nonvisual Information—0
Probabilistic Diffeomorphic Registration: Representing Uncertainty—0
Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration—0
Radiological images and machine learning: trends, perspectives, and prospects—0
RANCOR: Non-Linear Image Registration with Total Variation Regularization—0
RealKeyMorph: Keypoints in Real-world Coordinates for Resolution-agnostic Image Registration—0
Real-time multimodal image registration with partial intraoperative point-set data—0
Real-Time 2D-3D Deformable Registration with Deep Learning and Application to Lung Radiotherapy Targeting—0
Recent advances and clinical applications of deep learning in medical image analysis—0
Recursive Deformable Image Registration Network with Mutual Attention—0
Recurrent Inference Machine for Medical Image Registration—0
ReDFeat: Recoupling Detection and Description for Multimodal Feature Learning—0
Region Specific Optimization (RSO)-based Deep Interactive Registration—0
Registering Image Volumes using 3D SIFT and Discrete SP-Symmetry—0
Registering large volume serial-section electron microscopy image sets for neural circuit reconstruction using FFT signal whitening—0
Registration and Fusion of Multi-Spectral Images Using a Novel Edge Descriptor—0
Registration by tracking for sequential 2D MRI—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