Parallel Multiclass Support Vector Machine for Remote Sensing Data Classification on Multicore and Many-Core Architectures.
Weijia LiHaohuan FuYang YouLe YuJiarui FangPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2017)
Keyphrases
- multi class
- support vector machine
- remote sensing data
- multiclass classification
- binary classifiers
- multi class classification
- support vector machine svm
- multiclass problems
- svm classifier
- support vector
- multiple classes
- multi class classifier
- multiclass support vector machines
- cost sensitive
- feature vectors
- binary classification
- cost sensitive classification
- classification algorithm
- feature selection
- machine learning
- remote sensing
- generalization ability
- perceptron algorithm
- svm classification
- kernel fisher
- decision boundary
- binary classification problems
- structured output
- multiclass learning
- single class
- training set
- feature space
- training data
- classification accuracy
- pairwise
- multiclass svm
- data sets
- remote sensing images
- knn
- error correcting output codes
- soft margin
- hyperplane