Automated Optimization of Object Detection Classifier Using Genetic Algorithm.
Andrzej MatiolanskiPiotr GuzikPublished in: MCSS (2011)
Keyphrases
- object detection
- genetic algorithm
- optimization method
- classifier systems
- decision trees
- real coded
- evolution strategy
- optimization algorithm
- optimization problems
- immune genetic algorithm
- neural network
- parameter optimization
- evolutionary algorithm
- training data
- nearest neighbor classifier
- training examples
- classification scheme
- boosted classifiers
- feature selection
- computer vision
- face detection
- classification process
- learning classifier systems
- global search
- multi population
- feature selection and classifier
- genetic algorithm is applied
- binary decision tree
- learning algorithm
- feature space
- training set
- classification method
- genetic algorithm ga
- fitness function
- multi objective
- support vector machine
- fuzzy logic
- penalty function
- machine learning
- genetic algorithm is employed
- supervised learning
- evolutionary strategy
- object categories
- feature set
- particle swarm optimization
- scene understanding
- background subtraction
- classification rate
- global optimization
- object class