Latest Research in Computer Vision and Pattern Recognition

Top Research Topics in Computer Vision and Pattern Recognition

• Computer Vision and Pattern Recognition — 8 papers
• Image and Video Processing — 4 papers
• Advanced MRI Techniques and Applications — 3 papers
• Temporomandibular Joint Disorders — 1 papers
• Acute Ischemic Stroke Management — 1 papers
• Coronary Interventions and Diagnostics — 1 papers
• Machine Learning — 1 papers
• Sparse and Compressive Sensing Techniques — 1 papers
• Signal Processing — 1 papers
• Cardiovascular Function and Risk Factors — 1 papers

Highest-Cited Papers

1. Deep learning super-resolution of paediatric ultra-low-field MRI without paired high-field scans (3 citations)
2. Anatomy-aware, label-informed approach improves image registration for challenging datasets (1 citations)
3. MRI Image Segmentation Algorithm for Temporomandibular Joint Discs and Condyles Based on the Improved nnU-Net Framework
4. Generalizable and equitable automated ischaemic stroke lesion segmentation with vision transformers
5. SSCA-DIPNet: Structured Sparse and Channel-Attentive Deep Image Prior Network for Highly-Accelerated MRI
6. Sustainable MRI: Interpretable Deep Learning for estimating energy and power consumption, revealing key acquisition parameters and their interactions
7. A hierarchy-aware multi-label framework for anatomically consistent intravascular ultrasound segmentation
8. Benchmarking Self-Supervised Learning Methods for Accelerated MRI Reconstruction
9. SV-Cine: Diagnosis-Conditioned Segmentation of Single Ventricle Physiology via Generative Data Augmentation
10. Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling
11. End-to-End Trained Energy-Based Model for Image Recovery
12. MRI-Guided Reslice-Refined Cross-Slice SDF Reconstruction of the Left Ventricle from Cardiac MRI with Sparse Axial Supervision
13. CrossRAFT: Cross-Domain Complex-Valued Feature Extraction for Ultrasound Motion Estimation
14. Smooth 3D Cardiac Geometry Reconstruction from 2D CT Slice Segmentations: Wall-Thickness Agreement with a Manual Reference (a Preliminary Single-Center Study)
15. A Quantitative Evaluation Framework for Temporal Explainability in Echocardiographic Video Segmentation
16. MedGSSR: Generalizable Medical Image Super-Resolution 3D Reconstruction via Hierarchical Feed-forward Gaussian Splatting
17. One Shared LoRA Weight for MRI Reconstruction across Acceleration Factors
18. Large-Scale Pretraining for Improving Deep Learning-Based Geometric Distortion Correction of Diffusion-Weighted Imaging
19. Measuring proximity to standard planes during fetal brain ultrasound scanning
20. Topology-Aware Training and Spatial Diagnostics for Fiber Bundle Segmentation in Tracer Histology