Active learning for human action recognition with Gaussian Processes.
Xianghang LiuJian ZhangPublished in: ICIP (2011)
Keyphrases
- gaussian processes
- active learning
- gaussian process
- gaussian process regression
- random sampling
- action recognition
- semi supervised
- hyperparameters
- multi task learning
- preference learning
- human pose estimation
- supervised learning
- semi supervised learning
- learning process
- learning algorithm
- covariance function
- machine learning
- unlabeled data
- training set
- labeled data
- maximum likelihood
- human actions
- bayesian framework
- transfer learning
- higher order
- bayesian networks
- data sets
- gaussian process models