Vehicle Logo Recognition with an Ensemble of Classifiers.
Boguslaw CyganekMichal WozniakPublished in: ACIIDS (2) (2014)
Keyphrases
- ensemble learning
- multiple classifiers
- classifier ensemble
- training data
- ensemble classifier
- training set
- ensemble pruning
- recognition rate
- recognition accuracy
- majority voting
- recognition algorithm
- handwritten digit recognition
- object recognition
- ensemble methods
- automatic recognition
- randomized trees
- road vehicles
- class label noise
- pattern recognition
- accurate classifiers
- neural network
- feature selection
- feature extraction
- majority vote
- combining classifiers
- final classification
- multiple classifier systems
- individual classifiers
- decision trees
- decision tree classifiers
- weighted voting
- svm classifier
- support vector
- concept drifting data streams
- one class support vector machines
- traffic signs
- mining concept drifting data streams
- improve recognition accuracy
- concept drift
- bias variance decomposition
- rule induction algorithm
- combining multiple
- class labels
- training samples
- imbalanced data
- classification algorithm
- license plate
- classification models
- feature ranking
- support vector machine
- pedestrian detection