What are we looking at? An investigation on the use of deep learning models for image quality assessment.
Ha Thu NguyenSeyed Ali AmirshahiPublished in: IQSP (2023)
Keyphrases
- learning models
- image quality assessment
- structural similarity
- image quality
- quality assessment
- machine learning
- loss function
- machine learning algorithms
- learning algorithm
- image database
- human visual system
- learning tasks
- semi supervised learning
- conditional random fields
- correlation coefficient
- natural images
- classification models
- learning problems
- quality metrics
- quality evaluation
- visual perception
- quality measures
- human perception
- natural scenes
- image data
- structural information
- computer vision
- data quality
- data mining