Deep Convolutional Neural Models for Picture-Quality Prediction: Challenges and Solutions to Data-Driven Image Quality Assessment.
Jongyoo KimHui ZengDeepti GhadiyaramSanghoon LeeLei ZhangAlan C. BovikPublished in: IEEE Signal Process. Mag. (2017)
Keyphrases
- image quality assessment
- quality prediction
- data driven
- image quality
- neural models
- quality assessment
- structural similarity
- human visual system
- neural model
- neural network
- natural images
- artificial neural networks
- quality metrics
- recurrent neural networks
- image database
- bio inspired
- natural scene statistics
- visual perception
- visual quality
- image data
- correlation coefficient
- biologically inspired
- neural network model
- kullback leibler divergence
- bit rate
- spiking neural networks
- multi objective