UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment.
Hantao ZhouLongxiang TangRui YangGuanyi QinYan ZhangRunze HuXiu LiPublished in: CoRR (2024)
Keyphrases
- image quality
- quality assessment
- post treatment
- visual quality
- reconstructed image
- programming language
- compression ratio
- high quality
- image data
- human visual system
- computer vision
- vision system
- training process
- image degradation
- bit rate
- real time
- standard test images
- high image quality
- natural language
- language learning
- training samples
- visual perception
- quality metrics
- image quality assessment
- image resolution
- high frequency
- training set
- computational complexity
- human resource development