Exploring CNN-based models for image's aesthetic score prediction with using ensemble.
Ying DaiPublished in: CoRR (2022)
Keyphrases
- image data
- image classification
- image features
- image analysis
- statistical model
- prediction model
- input image
- image retrieval
- multiscale
- predictive model
- random fields
- probabilistic model
- image segmentation
- computational models
- image pixels
- image collections
- single image
- image content
- image representation
- edge detection
- image statistics
- parametric models
- fusion method
- model selection
- keypoints
- neural network
- prediction accuracy
- high resolution
- ensemble classifier
- models built
- segmentation method
- object models
- multiple models
- ensemble methods
- bayesian framework
- test images
- multiresolution
- similarity measure
- decision trees
- image processing