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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 801–850 of 953 papers

TitleStatusHype
CT Image Registration in Acute Stroke Monitoring—0
AirLab: Autograd Image Registration LaboratoryCode0
Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration—0
Fully Automatic Myocardial Segmentation of Contrast Echocardiography Sequence Using Random Forests Guided by Shape Model—0
Learning Deep Similarity Metric for 3D MR-TRUS Registration—0
Initialize globally before acting locally: Enabling Landmark-free 3D US to MRI Registration—0
Image reconstruction through metamorphosis—0
CNN Driven Sparse Multi-Level B-Spline Image Registration—0
Matching Pixels Using Co-Occurrence Statistics—0
Adversarial Deformation Regularization for Training Image Registration Neural NetworksCode0
Greedy Graph Searching for Vascular Tracking in Angiographic Image Sequences—0
TractSeg - Fast and accurate white matter tract segmentationCode0
GAN Based Medical Image Registration—0
Localization: A Missing Link in the Pipeline of Object Matching and Registration—0
Adversarial Image Registration with Application for MR and TRUS Image Fusion—0
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity—0
A matrix-free approach to parallel and memory-efficient deformable image registration—0
Joint Deformable Registration of Large EM Image Volumes: A Matrix Solver ApproachCode0
Semi-Supervised Deep Metrics for Image Registration—0
Learnable Exposure Fusion for Dynamic Scenes—0
Aligning Across Large Gaps in Time—0
A Distance Oriented Kalman Filter Particle Swarm Optimizer Applied to Multi-Modality Image Registration—0
Thermal to Visible Synthesis of Face Images using Multiple Regions—0
2D Reconstruction of Small Intestine's Interior Wall—0
On the Applicability of Registration Uncertainty—0
Image Registration Based Flicker Solving in Video Face Replacement and Analysis Based Sub-pixel Image Registration—0
PDE-constrained optimization in medical image analysis—0
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network—0
i3PosNet: Instrument Pose Estimation from X-Ray in temporal bone surgery—0
An Image Registration Based Technique for Noninvasive Vascular Elastography—0
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks—0
An Unsupervised Learning Model for Deformable Medical Image RegistrationCode0
Generative diffeomorphic modelling of large MRI data sets for probabilistic template construction—0
Non-Rigid Image Registration Using Self-Supervised Fully Convolutional Networks without Training Data—0
High-throughput, high-resolution registration-free generated adversarial network microscopyCode0
PixelBNN: Augmenting the PixelCNN with batch normalization and the presentation of a fast architecture for retinal vessel segmentation—0
Image Registration for the Alignment of Digitized Historical Documents—0
Image Registration Techniques: A Survey—0
Unsupervised End-to-end Learning for Deformable Medical Image Registration—0
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration—0
Image Registration of Very Large Images via Genetic Programming—0
A Two-Phase Genetic Algorithm for Image Registration—0
Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction ApproachCode0
Fast Predictive Simple Geodesic Regression—0
Robust registration of medical images in the presence of spatially-varying noise—0
Registration and Fusion of Multi-Spectral Images Using a Novel Edge Descriptor—0
Label-driven weakly-supervised learning for multimodal deformable image registrationCode0
The Achievement of Higher Flexibility in Multiple Choice-based Tests Using Image Classification Techniques—0
Effective Image Differencing with ConvNets for Real-time Transient Hunting—0
3D Reconstruction in Canonical Co-ordinate Space from Arbitrarily Oriented 2D Images—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