Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images.
Anoop Kolar RajagopalSubramanian RamanathanElisa RicciRadu L. VieriuOswald LanzKalpathi RamakrishnanNicu SebePublished in: Int. J. Comput. Vis. (2014)
Keyphrases
- multi view
- transfer learning
- three dimensional
- multi view learning
- d objects
- co training
- single view
- multi views
- machine learning algorithms
- multi view images
- text classification
- depth map
- multiple views
- machine learning
- semi supervised
- input image
- object recognition
- shape from silhouettes
- labeled data
- visual hull
- learning tasks
- supervised learning
- pose estimation
- feature space
- active learning
- semi supervised learning
- feature selection
- support vector machine
- class labels
- decision trees
- test images
- feature extraction
- text categorization
- label information
- unlabeled data
- training examples
- similarity measure
- computer vision
- data sets