Image Registration
5개 벤치마크 · 논문 1,041편 · 이 태스크의 논문 보기 →
Benchmarks
Most implemented
VoxelMorph: A Learning Framework for Deformable Medical Image Registration
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
Recursive Cascaded Networks for Unsupervised Medical Image Registration
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering
Papers
Hough-SIFT: Robust Image Registration for Linear Structures via Hough Space
Image registration is essential in applications such as electronic image stabilization. Scale-Invariant Feature Transform (SIFT), a widely used local keypoint detector and descriptor, typically provides accurate registra…
Image RegistrationRBE-Flow: Recurrent Bayesian Estimation on Feature Manifolds for Cross-Modal Registration
Cross-modal image registration is essential for multi-sensor perception but remains fundamentally challenging due to severe non-linear radiometric discrepancies and geometric distortions. Existing deterministic matching …
Image RegistrationProjection-based coupling of infrared thermography and stereocorrelation-based digital image correlation
Full-field measurement techniques such as digital image correlation and infrared thermography are prevalent in experimental solid mechanics. Digital image correlation is used to analyze surface deformation, while infrare…
Image Registration++nnU-Net: Scaling nnU-Net with Prefix-Based Data Augmentation
The nnU-Net has demonstrated continuous success in medical segmentation tasks, which heavily rely on the availability and diversity of annotated biomedical data. However, assembling medical imaging cohorts remains challe…
Image RegistrationData AugmentationA practical probabilistic framework for deformable image registration uncertainty in radiotherapy dose propagation
Deformable image registration (DIR) is widely used in radiotherapy for dose propagation and accumulation, but uncertainty in the underlying deformation can substantially affect clinically relevant dose estimates. We pres…
Image RegistrationCross-Modality Feature Fusion Based on Structured State Space Duality for Multimodal Image Registration Network
In multi-modal image registration, the primary challenge lies in shared structural information extraction. Compared to Transformers, Structured State Space Duality (SSD) offers greater global structural feature extractio…
Information ExtractionImage Registration