Human Activity Classification Based on Micro-Doppler Signatures Using a Support Vector Machine.
Youngwook KimHao LingPublished in: IEEE Trans. Geosci. Remote. Sens. (2009)
Keyphrases
- support vector machine
- human activities
- svm classifier
- classification method
- support vector
- feature vectors
- support vector machine svm
- activity recognition
- classification accuracy
- machine learning
- classification algorithm
- feature selection
- feature space
- human activity recognition
- text classification
- k nearest neighbor
- decision boundary
- high classification accuracy
- decision forest
- decision trees
- visual features
- signal processing
- training set
- svm classification
- human interactions
- human knowledge
- human computer interaction
- human actions
- text categorization
- multi class
- feature extraction
- artificial intelligence