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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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 601–625 of 953 papers

TitleStatusHype
Variational Registration of Multiple Images with the SVD based SqN Distance Measure—0
Variational U-Net with Local Alignment for Joint Tumor Extraction and Registration (VALOR-Net) of Breast MRI Data Acquired at Two Different Field Strengths—0
Vine disease detection in UAV multispectral images with deep learning segmentation approach—0
VIO-Aided Structure from Motion Under Challenging Environments—0
Virtual histological staining of unlabeled autopsy tissue—0
Virtual Inverse Perspective Mapping for Simultaneous Pose and Motion Estimation—0
Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry—0
Vision-based Geo-Localization of Future Mars Rotorcraft in Challenging Illumination Conditions—0
Vista-Morph: Unsupervised Image Registration of Visible-Thermal Facial Pairs—0
Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation—0
Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy—0
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration—0
Weakly-Supervised Learning of Metric Aggregations for Deformable Image Registration—0
Weakly Supervised Registration of Prostate MRI and Histopathology Images—0
Weakly Supervised Spatial Implicit Neural Representation Learning for 3D MRI-Ultrasound Deformable Image Registration in HDR Prostate Brachytherapy—0
Whole-Sample Mapping of Cancerous and Benign Tissue Properties—0
Whole slide image registration for the study of tumor heterogeneity—0
WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network—0
ZeroGS: Training 3D Gaussian Splatting from Unposed Images—0
Zero Shot Learning for Multi-Modal Real Time Image Registration—0
Are Registration Uncertainty and Error Monotonically Associated—0
mlVIRNET: Multilevel Variational Image Registration Network—0
A Narrative Review of Image Processing Techniques Related to Prostate Ultrasound—0
2D/3D Deep Image Registration by Learning 3D Displacement Fields for Abdominal Organs—0
2D-3D Deformable Image Registration of Histology Slide and Micro-CT with ML-based Initialization—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