Evaluation of realistic blurring image quality by using a shallow convolutional neural network.
Yaoqing LiZhaoyang WangGuangzhe DaiShibin WuShaode YuYaoqin XiePublished in: ICIA (2017)
Keyphrases
- image quality
- convolutional neural network
- quality assessment
- image degradation
- visual quality
- image data
- real life
- bit rate
- high quality
- face detection
- human visual system
- evaluation method
- quality evaluation
- compression ratio
- question answering
- image restoration
- machine learning
- reconstructed image
- quality metrics
- space variant
- lossy compression
- image quality measures
- standard test images
- perceptual image quality