Semi Supervised Learning for Human Activity Recognition Using Depth Cameras.
Moustafa F. MabroukNagia M. GhanemMohamed A. IsmailPublished in: ICMLA (2015)
Keyphrases
- semi supervised learning
- human activities
- depth cameras
- action recognition
- activity recognition
- semi supervised
- unlabeled data
- gesture recognition
- depth information
- labeled data
- human computer interaction
- supervised learning
- depth images
- depth map
- machine learning
- active learning
- unsupervised learning
- sensor data
- text categorization
- computer vision
- training data
- transfer learning
- learning algorithm
- least squares
- prior knowledge
- similarity measure
- three dimensional
- pairwise
- principal component analysis