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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 476–500 of 953 papers

TitleStatusHype
Non-Rigid Image Registration Using Self-Supervised Fully Convolutional Networks without Training Data—0
Non-Rigid Registration of Images With Geometric and Photometric Deformation by Using Local Affine Fourier-Moment Matching—0
Normalized Total Gradient: A New Measure for Multispectral Image Registration—0
Numerical Methods for Coupled Reconstruction and Registration in Digital Breast Tomosynthesis—0
OASIS: One-pass aligned Atlas Set for Image Segmentation—0
One registration is worth two segmentations—0
On Image Registration and Subpixel Estimation—0
On Round-Off Errors and Gaussian Blur in Superresolution and in Image Registration—0
On the Adaptability of Unsupervised CNN-Based Deformable Image Registration to Unseen Image Domains—0
On the Applicability of Registration Uncertainty—0
On the Logic Elements Associated with Round-Off Errors and Gaussian Blur in Image Registration: A Simple Case of Commingling—0
Optimal Transport-based Graph Matching for 3D retinal OCT image registration—0
Optimization over Random and Gradient Probabilistic Pixel Sampling for Fast, Robust Multi-Resolution Image Registration—0
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems—0
Oriented histogram-based vector field embedding for characterizing 4D CT data sets in radiotherapy—0
OSDM-MReg: Multimodal Image Registration based One Step Diffusion Model—0
Palmprint image registration using convolutional neural networks and Hough transform—0
Particle Swarm Optimization in 3D Medical Image Registration: A Systematic Review—0
Part-to-whole Registration of Histology and MRI using Shape Elements—0
Patch-based field-of-view matching in multi-modal images for electroporation-based ablations—0
PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches—0
PCNet: A Structure Similarity Enhancement Method for Multispectral and Multimodal Image Registration—0
PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation—0
PDE-constrained optimization in medical image analysis—0
Performance of Image Registration Tools on High-Resolution 3D Brain 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