Latest Research in Image and Video Processing

Top Research Topics in Image and Video Processing

• Computer Vision and Pattern Recognition — 33 papers
• Image and Video Processing — 5 papers
• Advanced Neural Network Applications — 3 papers
• Advanced Image Processing Techniques — 1 papers
• Adversarial Robustness in Machine Learning — 1 papers
• AI in cancer detection — 1 papers
• Functional Brain Connectivity Studies — 1 papers
• Advanced X-ray Imaging Techniques — 1 papers
• Generative Adversarial Networks and Image Synthesis — 1 papers
• Artificial Intelligence — 1 papers

Highest-Cited Papers

1. A unified unsupervised framework of multi-modal image super resolution and fusion via implicit neural representation
2. Fast Cross-Strength Multi-Contrast Brain MRI Translation using Latent Bridge Matching
3. Adversarial attacks on medical hyperspectral imaging exploiting spectral-spatial dependencies and multiscale features
4. Generalist-Specialist Mixture-of-Experts for Rare Pathology Detection in Multimodal Imaging
5. Beyond In-Distribution Metrics: A Systematic Out-of-Distribution Evaluation of Congenital Heart Disease Segmentation
6. MUMINS: Metadata-conditioned Uncertainty-aware Medical Image Next-state Synthesis
7. Optimal Transport Metric Learning for Feature Alignment in Partially Supervised Segmentation
8. Benchmarking Intra-Patient 3D Deformable Multimodal Image Registration
9. EC-YOLO: a real-time object detection framework for minute bone tumors in X-ray imaging
10. ThreshGuide: Class-Aware Labeled-Guided Thresholding for Semi-Supervised 3D Abdominal Multi-Organ Segmentation
11. WaRA: Wavelet Low-Rank Adaptation for Medical Image Classification
12. Bridging Vision Foundation Model Priors with CLIP for Spatial-aware Few-shot Anomaly Detection in Medical Images
13. Subcortical Masks Generation in CT Images via Ensemble-Based Cross-Domain Label Transfer
14. From Few-Shot Segmentation to Clinician-in-the-Loop Medical Image Analysis
15. Confidence-Calibrating Regularization for Robust Brain MRI Segmentation Under Domain Shift
16. UniH$^3$: Unifying Hierarchical Homogeneity and Heterogeneity for All-in-One Medical Image Restoration
17. XPos3R: Cross-Modal Transformer for Intraoperative 2D/3D Registration
18. SegKAN: High-Resolution Medical Image Segmentation with Long-Distance Dependencies
19. AnaDiffusion: Anatomically CompositionalLatent Diffusion for Controllable 3D Brain MRI Generation
20. BasNet: Attention U-Net-Based Automated Axon Segmentation in Bielschowsky Silver-Stained Histology