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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 701–725 of 953 papers

TitleStatusHype
A Non-Local Means Approach for Gaussian Noise Removal from Images using a Modified Weighting Kernel—0
An Optimization Method For Slice Interpolation Of Medical Images—0
A Novel Coronary Artery Registration Method Based on Super-pixel Particle Swarm Optimization—0
A Novel Domain Adaptation Framework for Medical Image Segmentation—0
A Novel Enhanced Convolution Neural Network with Extreme Learning Machine: Facial Emotional Recognition in Psychology Practices—0
A Novel Histogram Based Robust Image Registration Technique—0
A Simple Mutual Information based Registration Method for Thermal-Optical Image Pairs applied on a Novel Dataset—0
A novel variational model for image registration using Gaussian curvature—0
A Novel Visualization System of Using Augmented Reality in Knee Replacement Surgery: Enhanced Bidirectional Maximum Correntropy Algorithm—0
A Plug-and-Play Image Registration Network—0
Application of Disentanglement to Map Registration Problem—0
Application of Tilt Correlation Statistics to Anisoplanatic Optical Turbulence Modeling and Mitigation—0
A Resolution Enhancement Plug-in for Deformable Registration of Medical Images—0
A Review of Image Mosaicing Techniques—0
A Robust and Efficient Framework for Sports-Field Registration—0
A Robust Method for Image Stitching—0
A Robust Multimodal Remote Sensing Image Registration Method and System Using Steerable Filters with First- and Second-order Gradients—0
A Self-Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer—0
A Semi-Lagrangian two-level preconditioned Newton-Krylov solver for constrained diffeomorphic image registration—0
A solution for co-locating 2D histology images in 3D for histology-to-CT and MR image registration: closing the loop for bone sarcoma treatment planning—0
A Spectrum-based Image Denoising Method with Edge Feature Enhancement—0
A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images—0
A Stronger Stitching Algorithm for Fisheye Images based on Deblurring and Registration—0
A Structure Feature Algorithm for Multi-modal Forearm Registration—0
A Study of Image Analysis with Tangent Distance—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