Cascading Global and Local Deep Features for Smartphone-based Human Activity Classification.
Sarmela Ap Raja SekaranYing-Han PangShih Yin OoiPublished in: ICSCA (2023)
Keyphrases
- reinforcement learning
- human activities
- feature extraction
- feature vectors
- classification accuracy
- classification method
- supervised learning
- feature set
- machine learning
- classification models
- feature space
- human activity recognition
- activity recognition
- svm classifier
- decision trees
- temporal structure
- sensor data
- support vector
- image classification
- global features
- extracted features
- class labels
- support vector machine
- prior knowledge
- feature selection
- daily life
- action recognition
- human computer interaction
- smart environments
- unsupervised learning
- text classification
- low level