SOTAVerified

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 501–550 of 953 papers

TitleStatusHype
Revisiting registration-based synthesis: A focus on unsupervised MR image synthesis—0
RFNet: Unsupervised Network for Mutually Reinforcing Multi-Modal Image Registration and Fusion—0
RFVTM: A Recovery and Filtering Vertex Trichotomy Matching for Remote Sensing Image Registration—0
RGB-Topography and X-rays Image Registration for Idiopathic Scoliosis Children Patient Follow-up—0
Robust, fast and accurate: a 3-step method for automatic histological image registration—0
Robust Flower Cluster Matching Using The Unscented Transform—0
Robust registration of medical images in the presence of spatially-varying noise—0
Robust Image Registration with Absent Correspondences in Pre-operative and Follow-up Brain MRI Scans of Diffuse Glioma Patients—0
Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning—0
Robust Registration of Multimodal Remote Sensing Images Based on Structural Similarity—0
RoTIR: Rotation-Equivariant Network and Transformers for Fish Scale Image Registration—0
RS-MOCO: A deep learning-based topology-preserving image registration method for cardiac T1 mapping—0
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence—0
SC3EF: A Joint Self-Correlation and Cross-Correspondence Estimation Framework for Visible and Thermal Image Registration—0
Scale Selection of Adaptive Kernel Regression by Joint Saliency Map for Nonrigid Image Registration—0
Scanning diffraction imaging without stable illumination and scan position information—0
Scene recognition based on DNN and game theory with its applications in human-robot interaction—0
SceneSqueezer: Learning To Compress Scene for Camera Relocalization—0
SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration—0
Segmentation by Test-Time Optimization (TTO) for CBCT-based Adaptive Radiation Therapy—0
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network—0
Self-Supervised Discovery of Anatomical Shape Landmarks—0
SemCal: Semantic LiDAR-Camera Calibration using Neural MutualInformation Estimator—0
Semi-Supervised Deep Metrics for Image Registration—0
Semi-weakly-supervised neural network training for medical image registration—0
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration—0
Shuffled Linear Regression via Spectral Matching—0
siftservice.com - Turning a Computer Vision algorithm into a World Wide Web Service—0
Signals as Parametric Curves: Application to Independent Component Analysis and Blind Source Separation—0
Single color digital H&E staining with In-and-Out Net—0
SIRF: Simultaneous Image Registration and Fusion in A Unified Framework—0
Slicer Networks—0
Slice-to-volume medical image registration: a survey—0
Sliding at first order: Higher-order momentum distributions for discontinuous image registration—0
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration—0
Spatiotemporal motion prediction in free-breathing liver scans via a recurrent multi-scale encoder decoder—0
Spectral Bias Correction in PINNs for Myocardial Image Registration of Pathological Data—0
ssEMnet: Serial-section Electron Microscopy Image Registration using a Spatial Transformer Network with Learned Features—0
State-of-the-Art in Retinal Optical Coherence Tomography Image Analysis—0
Stationary Velocity Fields on Matrix Groups for Deformable Image Registration—0
Structure-aware registration network for liver DCE-CT images—0
Sylvester Matrix Based Similarity Estimation Method for Automation of Defect Detection in Textile Fabrics—0
Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology—0
Symmetries in LDDMM with higher order momentum distributions—0
Symmetry in Image Registration and Deformation Modeling—0
Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors—0
Synthetic Generation of Three-Dimensional Cancer Cell Models from Histopathological Images—0
SynthRAD2025 Grand Challenge dataset: generating synthetic CTs for radiotherapy—0
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings—0
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction—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