Human Activity Recognition from automatically labeled data in RGB-D videos.
David JardimLuís NunesMiguel Sales DiasPublished in: CEEC (2016)
Keyphrases
- labeled data
- human activity recognition
- human activities
- unlabeled data
- activity recognition
- semi supervised learning
- semi supervised
- transfer learning
- active learning
- text classification
- supervised learning
- training data
- labeled training data
- domain adaptation
- class labels
- data points
- prior knowledge
- labeled examples
- labeled and unlabeled data
- learning algorithm
- sensor data
- human computer interaction
- co training
- supervised methods
- labeling effort
- machine learning
- action recognition
- unsupervised learning
- high dimensional
- video sequences
- visual surveillance
- labeled data for training
- dynamic scenes
- human actions
- video data
- knowledge discovery
- learning process