From Classification to Regression: Model Transfer for Visual Aesthetic Quality Assessment.
Wenzhen HuangPeipei YangKaiqi HuangPublished in: ACPR (2017)
Keyphrases
- regression model
- quality assessment
- target variable
- model selection
- logistic regression models
- support vector
- gaussian process
- data quality
- regression method
- response variable
- human visual system
- image classification
- prediction model
- regression analysis
- quality metrics
- support vector machine
- regression methods
- linear regression model
- classification accuracy
- multivariate regression
- visual perception
- generalized linear models
- machine learning
- visual information
- image quality
- low level
- feature vectors
- decision trees
- linear regression
- visual features
- knn
- image data
- multiscale
- feature extraction