CNN-Based Classification of Illustrator Style in Graphic Novels: Which Features Contribute Most?
Jochen LaubrockDavid DubrayPublished in: MMM (2) (2019)
Keyphrases
- feature vectors
- feature extraction
- classification accuracy
- classification method
- feature set
- classification process
- classification models
- feature space
- extracting features
- extracted features
- feature selection
- convolutional neural network
- pattern recognition
- feature reduction
- image features
- decision trees
- benchmark datasets
- class labels
- svm classifier
- high dimensionality
- feature selection algorithms
- machine learning
- feature weights
- multiple features
- automatic classification
- image classification
- text classification
- feature subset
- co occurrence
- feature extraction and classification
- feature analysis
- feature values
- training data
- support vector machine svm
- false positives
- supervised learning
- preprocessing
- support vector
- gender classification
- irrelevant features
- dimensionality reduction
- decision tree classifiers
- fisher linear discriminant
- category labels
- pattern classification