Improved Vehicle Classification in Long Traffic Video by Cooperating Tracker and Classifier Modules.
Brendan MorrisMohan M. TrivediPublished in: AVSS (2006)
Keyphrases
- classification process
- real time
- classification scheme
- classification method
- classification algorithm
- class labels
- classification rate
- svm classifier
- support vector machine
- decision trees
- classifier combination
- feature selection
- classification accuracy
- nearest neighbor classifier
- support vector
- feature set
- classification models
- feature space
- multiple classifiers
- learning vector quantization
- k nearest neighbour
- video data
- video sequences
- text classification
- decision boundary
- training set
- traffic management
- higher classification accuracy
- vehicle speed
- traffic monitoring
- moving vehicles
- final classification
- traffic accidents
- support vector machine svm
- training samples
- binary classifiers
- ensemble classifier
- probabilistic classifiers
- individual classifiers
- traffic conditions
- traffic congestion
- traffic flow
- machine learning
- fold cross validation
- bayesian classifier
- image sequences
- pedestrian detection
- video surveillance
- video content
- visual tracking
- training data
- supervised learning
- mean shift
- network traffic
- feature extraction
- intelligent transportation systems
- object tracking
- multiple classifier systems
- classifier ensemble
- roc curve
- extracted features
- multiclass classification