Human action classification using surf based spatio-temporal correlated descriptors.
Aznul Qalid Md SabriJacques BoonaertStéphane LecoeucheEl Mustapha MouaddibPublished in: ICIP (2012)
Keyphrases
- human actions
- spatio temporal
- action recognition
- action recognition in videos
- action classification
- space time
- human motion
- feature vectors
- spatial temporal
- spatial and temporal
- video sequences
- view invariant
- decision trees
- human activities
- global features
- image retrieval
- moving objects
- supervised learning
- motion patterns
- activity recognition
- image classification
- active learning
- viewpoint
- feature space
- feature extraction
- feature selection
- spatio temporal interest points
- image descriptors
- machine learning
- feature descriptors
- classification method
- machine learning algorithms
- visual features
- text classification
- face recognition