Latest Research in Computer Vision and Pattern Recognition

Top Research Topics in Computer Vision and Pattern Recognition

• Computer Vision and Pattern Recognition — 42 papers
• Generative Adversarial Networks and Image Synthesis — 6 papers
• Image and Video Processing — 5 papers
• Image and Video Quality Assessment — 3 papers
• Visual Attention and Saliency Detection — 2 papers
• Handwritten Text Recognition Techniques — 2 papers
• Advanced Image Processing Techniques — 2 papers
• Cultural Heritage Management and Preservation — 1 papers
• Adversarial Robustness in Machine Learning — 1 papers
• Machine Learning — 1 papers

Highest-Cited Papers

1. Attention Mechanism Guided Content-Aware No-Reference Image Quality Assessment
2. A multi-operator deep-learning approach to preserve visual integrity in content-aware image retargeting task
3. Unifying Image Quality Assessment Datasets: MOSAIQ-500K and MOSAIQ-Bench
4. The dual-net multi-scale fusion framework for the digital preservation and creative transformation of intangible cultural heritage
5. Improving Adversarial Transferability in No-Reference Image Quality Assessment via Consensus-Guided Distillation and Local Perceptual Attack
6. CARA: Collision-Aware Resolution Adaptation for Multiresolution Hash Encoding Based Image Fitting
7. High-Fidelity Video Quality Assessment with VQA-Specific Saliency
8. Bridging the Perceptual Gap: Residual-Enhanced Downscaling and Manifold-Aware Perception Alignment Adaptation for NR-IQA
9. Same Flow, Different Paths: Variance Reduction in Flow Matching
10. A Swin transformer-based framework for digital media image quality assessment
11. UniE2F: A Unified Diffusion Framework for Event-to-Frame Reconstruction with Video Foundation Models
12. DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution
13. Context-Aware Mutual Learning for Blind Image Inpainting and Beyond
14. MCIQA-2K: A Multi-Dimensional Dataset and No-Reference Quality Assessment Benchmark for Colorized Images
15. A Novel Second-Order Total Variation Model with Biharmonic for High-Quality Image Inpainting
16. Inpainting of Dunhuang murals based on progressive reference guidance and sparse feature matching
17. ScaleResfusion: Residual Rectified Flow based on Residual Vector Field
18. Q-DRFormer: Query-Position Mapping Flow Prediction with Progressive Refinement for Document Rectification
19. Plug-and-Play Image Restoration with Flow Matching: A Continuous Viewpoint
20. SparSTAR: Sparse Attention for SpaceTime AutoRegressive Video Synthesis