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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 376–400 of 953 papers

TitleStatusHype
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration—0
ConKeD++ -- Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses—0
An Optimization Method For Slice Interpolation Of Medical Images—0
Conditional Segmentation in Lieu of Image Registration—0
Conditional Deformable Image Registration with Spatially-Variant and Adaptive Regularization—0
A Non-Local Means Approach for Gaussian Noise Removal from Images using a Modified Weighting Kernel—0
A dynamic interactive learning framework for automated 3D medical image segmentation—0
Computing Topology Preservation of RBF Transformations for Landmark-Based Image Registration—0
An investigation towards wavelet based optimization of automatic image registration techniques—0
Computer-Aided Design of Personalized Occlusal Positioning Splints Using Multimodal 3D Data—0
Comparative study of image registration techniques for bladder video-endoscopy—0
An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process—0
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration—0
A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution—0
Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information—0
Color Homography Color Correction—0
An inexact Newton-Krylov algorithm for constrained diffeomorphic image registration—0
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration—0
Collaborative Learning for Unsupervised Multimodal Remote Sensing Image Registration: Integrating Self-Supervision and MIM-Guided Diffusion-Based Image Translation—0
An Image Registration Based Technique for Noninvasive Vascular Elastography—0
Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration—0
Cognitive-mapping and contextual pyramid based Digital Elevation Model Registration and its effective storage using fractal based compression—0
A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging—0
CNN Driven Sparse Multi-Level B-Spline Image Registration—0
Quasiconformal model with CNN features for large deformation image registration—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