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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 701–750 of 953 papers

TitleStatusHype
Local image registration a comparison for bilateral registration mammography—0
Localization: A Missing Link in the Pipeline of Object Matching and Registration—0
Locally Non-rigid Registration for Mobile HDR Photography—0
Locally Normalized Gradient Fields for Multi-Modal Groupwise Image Registration—0
Local Structure Matching Driven by Joint-Saliency-Structure Adaptive Kernel Regression—0
Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination—0
Longitudinal Volumetric Study for the Progression of Alzheimer's Disease from Structural MRI—0
Long-range medical image registration through generalized mutual information (GMI): toward a fully automatic volumetric alignment—0
Low-rank based motion correction followed by automatic frame selection in DT-CMR—0
Low Rank Groupwise Deformations for Motion Tracking in Cardiac Cine MRI—0
MAD: Modality Agnostic Distance Measure for Image Registration—0
MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration—0
MapLocNet: Coarse-to-Fine Feature Registration for Visual Re-Localization in Navigation Maps—0
MarmoNet: a pipeline for automated projection mapping of the common marmoset brain from whole-brain serial two-photon tomography—0
MatchAnything: Universal Cross-Modality Image Matching with Large-Scale Pre-Training—0
Matching of Images with Rotation Transformation Based on the Virtual Electromagnetic Interaction—0
Matching Pixels Using Co-Occurrence Statistics—0
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision—0
Measuring breathing induced oesophageal motion and its dosimetric impact—0
Medical Image Generation using Generative Adversarial Networks—0
Medical Image Registration and Its Application in Retinal Images: A Review—0
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review—0
Medical image registration using unsupervised deep neural network: A scoping literature review—0
MEMO: Dataset and Methods for Robust Multimodal Retinal Image Registration with Large or Small Vessel Density Differences—0
Meta-Learning Initializations for Interactive Medical Image Registration—0
Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration—0
MetaRegNet: Metamorphic Image Registration Using Flow-Driven Residual Networks—0
Methods based on Radon transform for non-affine deformable image registration of noisy images—0
Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration—0
Mid-space-independent deformable image registration—0
Medical Image Registration via Neural Fields—0
Misdirected Registration Uncertainty—0
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration—0
Breaking Modality Disparity: Harmonized Representation for Infrared and Visible Image Registration—0
Moment kernels: a simple and scalable approach for equivariance to rotations and reflections in deep convolutional networks—0
MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images—0
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation—0
Most Likely Separation of Intensity and Warping Effects in Image Registration—0
Motion Compensated Whole-Heart Coronary Magnetic Resonance Angiography using Focused Navigation (fNAV)—0
MRDust: Wireless Implant Data Uplink & Localization via Magnetic Resonance Image Modulation—0
MRUCT: Mixed Reality Assistance for Acupuncture Guided by Ultrasonic Computed Tomography—0
MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration—0
Multi-magnification networks for deformable image registration on histopathology images—0
Multi-modal deformable image registration using untrained neural networks—0
Multimodal Deformable Image Registration for Long-COVID Analysis Based on Progressive Alignment and Multi-perspective Loss—0
Multi-modal Image Registration for Correlative Microscopy—0
Multimodal image registration using Laplacian commutators—0
Multimodality Biomedical Image Registration using Free Point Transformer Networks—0
Multimodal Learning To Improve Cardiac Late Mechanical Activation Detection From Cine MR Images—0
Multimodal Medical Image registration using Discrete Wavelet Transform and Gaussian Pyramids—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