Human Action Recognition in Drone Videos using a Few Aerial Training Examples.
Waqas SultaniMubarak ShahPublished in: CoRR (2019)
Keyphrases
- training examples
- action recognition
- spatio temporal interest points
- static images
- human actions
- human activities
- human object interactions
- motion history images
- action classification
- recognition of human actions
- motion capture data
- video dataset
- small number
- bag of words
- learning algorithm
- space time interest points
- training data
- activity recognition
- recognizing actions
- supervised learning
- recognizing human actions
- view invariant
- training set
- action detection
- active learning
- support vector
- object categories
- computer vision
- body parts
- action recognition in videos
- motion features
- human pose
- labeled data
- training samples
- human motion
- spatio temporal
- video frames
- video sequences
- space time
- knn
- learning process
- unlabeled data