A Data-Driven No-Reference Image Quality Assessment via Deep Convolutional Neural Networks.
Yezhao FanYuchen ZhuGuangtao ZhaiJia WangJing LiuPublished in: PCM (2) (2018)
Keyphrases
- image quality assessment
- convolutional neural networks
- data driven
- natural scene statistics
- quality assessment
- structural similarity
- image quality
- reduced reference
- human visual system
- image quality measures
- correlation coefficient
- human perception
- perceptual image quality
- blind image quality assessment
- perceptual quality
- natural images
- image database
- visual perception
- image quality metrics
- subjective quality
- quality metrics
- distorted images
- structural information
- quality evaluation
- structural similarity index
- kullback leibler divergence
- quality measures
- visual quality
- image compression
- high quality
- face recognition
- natural scenes
- computational complexity