No-reference image quality assessment by using convolutional neural networks via object detection.
Jingchao CaoWenhui WuRan WangSam KwongPublished in: Int. J. Mach. Learn. Cybern. (2022)
Keyphrases
- image quality assessment
- convolutional neural networks
- object detection
- quality assessment
- natural scene statistics
- structural similarity
- image quality
- image quality measures
- image database
- natural images
- computer vision
- reduced reference
- object recognition
- correlation coefficient
- perceptual image quality
- subjective quality
- visual perception
- quality metrics
- human visual system
- quality evaluation
- human perception
- distorted images
- image quality metrics
- structural similarity index
- quality measures
- natural scenes
- visual quality
- multiscale