Latest Research in Image and Video Processing

Top Research Topics in Image and Video Processing

• Computer Vision and Pattern Recognition — 13 papers
• Image and Video Processing — 8 papers
• Ultrasound Imaging and Elastography — 1 papers
• Advanced X-ray and CT Imaging — 1 papers
• Medical Imaging Techniques and Applications — 1 papers
• Optimization and Control — 1 papers
• Atomic and Subatomic Physics Research — 1 papers
• Generative Adversarial Networks and Image Synthesis — 1 papers
• Radiomics and Machine Learning in Medical Imaging — 1 papers

Highest-Cited Papers

1. A U-Net Transformer for magnetic resonance elastography
2. A Dual-Stream Regulated Reconstruction and Segmentation Network with Hierarchical Artifact-Prior Modeling for Ultra-Low-Field Pediatric Neuroimaging
3. NIMARC-MRI: Abdominal HASTE Dataset and a Baseline U-Net Exposing the Synthetic-to-Real Gap in Low-Resource Motion Correction
4. Open ultrasound foundation model for robust segmentation and clinical measurement across heterogeneous settings
5. RFS-UNet: Decoder-Conditioned High-Resolution Skip Recalibration for Bone-Selective DRR Synthesis
6. Model-based motion simulation framework for deep learning-assisted motion correction in dynamic wrist CT
7. Structure-guided prior-driven implicit neural representations for time-of-flight PET image reconstruction
8. Spatial Feature-wise Linear Modulation (SpFiLM) for Contrast Agent-Aware Brain Parcellation
9. Sharpening the Ensemble: An SSIM-Aligned Residual Refiner for Brain-MRI Inpainting Post-Processing
10. DREAM: Deep-Reparametrization of Adaptive Regularization Maps for Fast Zero-Shot Self-Supervised Learning
11. LoFi RADIO: A Distilled In-Domain Backbone Applied for Artifact-Severity Grading of Ultra-Low-Field Neonatal Brain MR
12. Asymmetric Paired-Annotation Learning for Multi-Structure ULF Pediatric Brain MRI Segmentation
13. VQ-Wave: A Physics-Driven Spatiotemporal Deep Learning Approach for Noncontrast-Enhanced Lung Ventilation and Perfusion MRI.
14. CMRVision: A Foundation Model for Cardiac MR Image Analysis
15. Conditional Flow Matching for Cross-Field MRI Harmonisation
16. SliceBridge: context-consistent repair of corrupted slice intervals in T1-weighted MRI
17. Expert-like Bone Ultrasound Segmentation through Expert-in-the-loop Mask-conditioned Progressive Learning
18. Null-Space Diffusion Restoration with Adaptive Uncertainty-Guided Fusion for Ultrasound Speckle Reduction
19. SCoPE-Reg: Efficient Rigid Ultrasound Slice-to-Volume Registration via State-Space Correlation and Closed-Form Pose Estimation
20. Evaluating the Safety of Deep Learning-Based Brain MRI Reconstruction