Binary Image Classification: A Genetic Programming Approach to the Problem of Limited Training Instances.
Harith Al-SahafMengjie ZhangMark JohnstonPublished in: Evol. Comput. (2016)
Keyphrases
- binary images
- genetic programming
- training instances
- gray scale
- connected components
- classification accuracy
- training data
- euclidean distance transform
- classifier ensemble
- input image
- positive and negative
- decision trees
- support vector machine
- learning tasks
- image classification
- text classification
- feature vectors
- benchmark datasets
- classification models
- test instances
- data distribution
- support vector
- feature space
- supervised learning
- feature selection
- machine learning
- feature extraction
- objective function
- class labels
- training samples