Genetic algorithm optimized SVM in object-based classification of quickbird imagery.
Mengmeng LiXiaocheng ZhouXiaoqin WangBo WuPublished in: ICSDM (2011)
Keyphrases
- support vector machine svm
- genetic algorithm
- support vector
- support vector machine
- satellite imagery
- classification algorithm
- feature selection
- classification method
- feature vectors
- improves the classification accuracy
- svm classifier
- generalization ability
- knn
- decision trees
- svm classification
- machine learning
- pattern recognition
- multi class classification
- feature extraction
- classification accuracy
- multi class
- evolutionary algorithm
- high classification accuracy
- feature space
- multiclass support vector machines
- support vector machine classifiers
- training data
- training set
- image classification
- neural network
- artificial neural networks
- image data
- change detection
- remote sensing
- model selection
- supervised classification
- decision boundary
- cost sensitive
- fold cross validation
- k nearest neighbor
- fitness function
- multi class svm
- learning algorithm
- genetic algorithm ga