Multimodal Large Language Model for HDR & SDR Video Quality Measurement
This paper presents our solutions for NR track in ICME2025 Generalizable HDR & SDR Video Quality Measurement Grand Challenge, where we achieved 0.945 SROCC score in the test set. In our approach, we propose Spatial Window Sampling to learn fine-grained features for robust video quality measurement. Finally, we further enhance the performance of video quality measurement by employing an average fusion strategy.
Authors
- Baojun Li (ORCID: https://orcid.org/0000-0003-4837-1700)
Institutions
- Guangzhou Mechanical Engineering Research Institute (China) (CN)
Publication Details
- Published
- 2025-06-30
- DOI
- https://doi.org/10.1109/icmew68306.2025.11152187
- Primary Topic
- Image Enhancement Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00