A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment.
Tianhe WuKede MaJie LiangYujiu YangLei ZhangPublished in: CoRR (2024)
Keyphrases
- language model
- image quality assessment
- language modeling
- quality assessment
- structural similarity
- image quality
- n gram
- probabilistic model
- information retrieval
- human visual system
- document retrieval
- test collection
- query expansion
- retrieval model
- correlation coefficient
- mixture model
- image database
- quality metrics
- human perception
- quality evaluation
- quality measures
- natural images
- smoothing methods
- query terms
- visual perception
- structural information
- natural scenes
- expectation maximization
- information retrieval systems
- similarity measure