EGB: Image Quality Assessment Based on Ensemble of Gradient Boosting.
Dounia HammouSid Ahmed FezzaWassim HamidouchePublished in: CVPR Workshops (2021)
Keyphrases
- image quality assessment
- gradient boosting
- base learners
- ensemble methods
- structural similarity
- quality assessment
- loss function
- image quality
- ensemble learning
- random forests
- image database
- human visual system
- correlation coefficient
- natural images
- base classifiers
- human perception
- training data
- visual perception
- random forest
- quality metrics
- learning algorithm
- training set
- prediction accuracy
- quality evaluation
- decision trees
- structural information
- image classification
- multiscale