Combining Shape-Based and Gradient-Based Classifiers for Vehicle Classification.
Hakki Can KaraimerIbrahim CinarogluYalin BastanlarPublished in: ITSC (2015)
Keyphrases
- support vector
- classification algorithm
- classification method
- classification systems
- classification models
- decision trees
- classification rate
- supervised classification
- svm classifier
- k nearest neighbour
- improves the classification accuracy
- machine learning algorithms
- class labels
- multiple classifier systems
- feature selection
- combining classifiers
- optimum path forest
- nearest neighbor classifier
- probabilistic classifiers
- feature set
- multi category
- machine learning methods
- decision boundary
- training samples
- classification procedure
- knn
- pattern recognition
- majority voting
- multiple classifiers
- accurate classification
- support vector machine
- object recognition
- machine learning
- classification process
- higher classification accuracy
- training examples
- accurate classifiers
- discriminant functions
- feature vectors
- decision tree classifiers
- roc analysis
- rule based classifier
- classifier combination
- binary classifiers
- roc curve
- support vector machine svm
- feature extraction
- individual classifiers
- multiclass classification
- fold cross validation
- text classification
- level set
- supervised learning
- classification decisions
- training data
- learning algorithm