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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 276–300 of 953 papers

TitleStatusHype
Development and Whole-Body Validation of Personalizable Female and Male Pedestrian SAFER Human Body Models—0
BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images—0
Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis—0
An Algorithm for Learning Shape and Appearance Models without Annotations—0
Bone marrow sparing for cervical cancer radiotherapy on multimodality medical images—0
ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue—0
Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders—0
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks—0
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration—0
A multi-stage semi-supervised learning for ankle fracture classification on CT images—0
A Deep Step Pattern Representation for Multimodal Retinal Image Registration—0
Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble—0
Bi-directional Self-Registration for Misaligned Infrared-Visible Image Fusion—0
Beyond Photometric Consistency: Gradient-based Dissimilarity for Improving Visual Odometry and Stereo Matching—0
A Multiple Decoder CNN for Inverse Consistent 3D Image Registration—0
A deep residual learning implementation of Metamorphosis—0
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR—0
Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration—0
A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms—0
Accelerating the Registration of Image Sequences by Spatio-temporal Multilevel Strategies—0
A Vessel-Segmentation-Based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis—0
A method for image registration via broken geodesics—0
A Deep Registration Method for Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis—0
Dense Deformation Network for High Resolution Tissue Cleared Image Registration—0
Dense image registration and deformable surface reconstruction in presence of occlusions and minimal texture—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