Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging.
Peter WashingtonAaron KlineOnur Cezmi MutluÉmilie LeblancCathy HouNate Tyler StockhamKelley M. PaskovBrianna Sierra ChrismanDennis P. WallPublished in: CHI Extended Abstracts (2021)
Keyphrases
- activity recognition
- training examples
- moving camera
- small number
- training data
- training set
- active learning
- action recognition
- visual surveillance
- supervised learning
- support vector
- learning algorithm
- human activities
- object categories
- object detection
- background subtraction
- activities of daily living
- labeled data
- training samples
- transfer learning
- video sequences
- dynamic scenes
- image sequences
- d scene
- text classification
- feature vectors
- pairwise
- field of view
- human actions
- bounding box
- reinforcement learning
- machine learning