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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 576–600 of 953 papers

TitleStatusHype
Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images—0
Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework—0
Unsupervised Deep Learning-based Keypoint Localization Estimating Descriptor Matching Performance—0
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation—0
Unsupervised Deformable Image Registration Using Cycle-Consistent CNN—0
Unsupervised Deformable Image Registration for Respiratory Motion Compensation in Ultrasound Images—0
Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation—0
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations—0
Unsupervised Deformable Ultrasound Image Registration and Its Application for Vessel Segmentation—0
Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field—0
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers—0
Unsupervised End-to-end Learning for Deformable Medical Image Registration—0
Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis—0
Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Move's discrepancies—0
Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Mover’s discrepancies—0
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces—0
Unsupervised learning of spatially varying regularization for diffeomorphic image registration—0
Unsupervised Medical Image Alignment with Curriculum Learning—0
Unsupervised Multimodal Image Registration with Adaptative Gradient Guidance—0
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation—0
Unsupervised Segmentation Algorithms' Implementation in ITK for Tissue Classification via Human Head MRI Scans—0
Unsupervised Skin Feature Tracking with Deep Neural Networks—0
Unsupervised training of keypoint-agnostic descriptors for flexible retinal image registration—0
UWarp: A Whole Slide Image Registration Pipeline to Characterize Scanner-Induced Local Domain Shift—0
Validation of Tsallis Entropy In Inter-Modality Neuroimage Registration—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