Visual aesthetic understanding: Sample-specific aesthetic classification and deep activation map visualization.
Chao ZhangCe ZhuXun XuYipeng LiuJimin XiaoTammam TilloPublished in: Signal Process. Image Commun. (2018)
Keyphrases
- visual representation
- classification accuracy
- small sample
- pattern recognition
- high level
- machine learning algorithms
- machine learning
- visual analysis
- visual representations
- parallel coordinates
- pattern classification
- color coded
- feature vectors
- support vector
- decision trees
- classification systems
- visual exploration
- visual processing
- classification algorithm
- aesthetically pleasing
- automatic classification
- visual information
- text classification
- feature set
- domain specific
- low level
- feature selection
- classification scheme
- maximum a posteriori
- class labels
- benchmark datasets
- visual data mining
- support vector machine