Silhouette classification using pixel and voxel features for improved elder monitoring in dynamic environments.
Erik E. StoneMarjorie SkubicPublished in: PerCom Workshops (2011)
Keyphrases
- dynamic environments
- classification accuracy
- feature set
- classification models
- feature extraction
- feature vectors
- classification method
- image features
- feature space
- image classification
- classification process
- extracted features
- feature analysis
- class labels
- svm classifier
- benchmark datasets
- mobile robot
- autonomous agents
- path planning
- monitoring system
- support vector machine
- support vector
- three dimensional
- potential field
- real environment
- decision trees
- agent systems
- plan execution
- collision avoidance
- feature selection
- gender classification
- autonomous systems
- real time
- vision system
- changing environment
- training set
- training data
- daily activities