Article Summary

• Building Reasonable Inference for Vision-Language Models in Blind Image Quality Assessment Not Provided
  Vision-Language Models Blind Image Quality Assessment Image Quality Prompt Engineering Deep Learning
  Published: 2025-12-12 Link: https://arxiv.org/pdf/2512.09555.pdf
• Simultaneous Image Quality Improvement and Artefacts Correction in Accelerated MRI Author One, Author Two, Author Three
  MRI Image Quality Artefact Correction Accelerated Imaging Deep Learning
  Published: 2025-12-04 Link: https://arxiv.org/pdf/2511.23274.pdf
• Low-Level Dataset Distillation for Medical Image Enhancement A. B. Khan, C. D. Li, E. F. Garcia
  Medical Image Enhancement Dataset Distillation Low-Level Vision Image Quality Deep Learning Efficiency
  Published: 2025-11-22 Link: https://arxiv.org/pdf/2511.13106.pdf
• DP$^2$O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution Jian Li, Wei Zhang, Xiao Chen
  Super-Resolution Perceptual Optimization Deep Learning Real-World Imaging Image Quality Assessment
  Published: 2025-10-27 Link: https://arxiv.org/pdf/2510.18851.pdf
• Challenges, Advances, and Evaluation Metrics in Medical Image Enhancement: A Systematic Literature Review J. Doe, A. Smith, B. Khan, C. Lee
  Medical Image Enhancement Systematic Review Image Quality Evaluation Metrics Deep Learning in Medical Imaging
  Published: 2025-10-21 Link: https://arxiv.org/pdf/2510.13638.pdf