Classification d'images à grande échelle avec des SVM.
Thanh-Nghi DoanThanh-Nghi DoFrançois PouletPublished in: Traitement du Signal (2014)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- svm classification
- classification method
- classification algorithm
- svm classifier
- feature selection
- feature space
- improves the classification accuracy
- generalization ability
- pattern recognition
- classification accuracy
- text classification
- machine learning
- fold cross validation
- feature vectors
- decision trees
- feature extraction
- knn
- document classification
- support vector machine classifiers
- high classification accuracy
- classification scheme
- k nearest neighbor
- multiclass support vector machines
- multi class classification
- support vectors
- pattern classification
- image classification
- multi class
- multiclass classification
- class labels
- structured output
- kernel function
- data sets
- partially supervised
- fuzzy support vector machine
- training set
- logistic regression
- linear support vector machines
- decision boundary
- multi class svm
- unbalanced data
- training data