Human action recognition in drone videos using a few aerial training examples.
Waqas SultaniMubarak ShahPublished in: Comput. Vis. Image Underst. (2021)
Keyphrases
- training examples
- action recognition
- spatio temporal interest points
- human actions
- human activities
- static images
- human object interactions
- motion history images
- action classification
- motion capture data
- recognition of human actions
- video dataset
- small number
- activity recognition
- training data
- recognizing human actions
- learning algorithm
- training set
- active learning
- bag of words
- motion features
- view invariant
- recognizing actions
- action detection
- computer vision
- supervised learning
- action recognition in videos
- space time interest points
- object categories
- support vector
- human pose
- data sets
- class labels
- video sequences
- body parts
- training samples
- unlabeled data
- labeled data
- positive examples
- human motion
- object recognition
- machine learning