Computationally efficient classification of human transport mode using micro-doppler signatures.
Guillaume GarreauNicoletta NicolaouCharalambos M. AndreouCyrille d'UrbalGuillermo StuartsJulius GeorgiouPublished in: CISS (2011)
Keyphrases
- computationally efficient
- classification accuracy
- machine learning
- classification method
- classification systems
- feature vectors
- supervised learning
- benchmark datasets
- neural network
- class labels
- classification algorithm
- human behavior
- preprocessing
- pattern recognition
- support vector
- classification scheme
- decision trees
- object classification
- unsupervised learning
- text classification
- signal processing
- feature extraction
- feature selection
- cross validation
- decision rules
- image classification
- pattern classification
- human subjects
- classification models
- training set
- similarity measure
- human interaction
- hyperspectral images