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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

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Showing 876–900 of 953 papers

TitleStatusHype
Self-supervised motion descriptor for cardiac phase detection in 4D CMR based on discrete vector field estimationsCode0
CARL: A Framework for Equivariant Image RegistrationCode0
TLRN: Temporal Latent Residual Networks For Large Deformation Image RegistrationCode0
Predicting ptychography probe positions using single-shot phase retrieval neural networkCode0
Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject MotionCode0
Prediction of the motion of chest internal points using a recurrent neural network trained with real-time recurrent learning for latency compensation in lung cancer radiotherapyCode0
MBSS-T1: Model-Based Subject-Specific Self-Supervised Motion Correction for Robust Cardiac T1 MappingCode0
Deep Regression 2D-3D Ultrasound Registration for Liver Motion Correction in Focal Tumor Thermal AblationCode0
Pretraining Deformable Image Registration Networks with Random ImagesCode0
To Glue or Not to Glue? Classical vs Learned Image Matching for Mobile Mapping Cameras to Textured Semantic 3D Building ModelsCode0
Privacy Preserving Image RegistrationCode0
Exploring Intensity Invariance in Deep Neural Networks for Brain Image RegistrationCode0
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based RegularizationCode0
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial DeformationsCode0
A Learning-based Optimization Algorithm:Image Registration Optimizer NetworkCode0
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical FiltersCode0
Progressive Retinal Image Registration via Global and Local Deformable TransformationsCode0
ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging DataCode0
PULPo: Probabilistic Unsupervised Laplacian Pyramid RegistrationCode0
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal ImagingCode0
Quantifying Knee Cartilage Shape and Lesion: From Image to MetricsCode0
Quantifying the Resolution of a Template after Image RegistrationCode0
Metric Learning for Image RegistrationCode0
MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph LatentCode0
Quantitative Error Prediction of Medical Image Registration using Regression ForestsCode0
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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