The More You Know, the Less You Learn: From Knowledge Transfer to One-shot Learning of Object Categories.
Tatiana TommasiBarbara CaputoPublished in: BMVC (2009)
Keyphrases
- object categories
- knowledge transfer
- object detection
- object recognition
- category specific
- object classes
- training examples
- generative model
- knowledge sharing
- image features
- visual words
- transfer learning
- image annotation
- learning tasks
- test images
- bag of words
- learning algorithm
- small number
- machine learning algorithms
- data sets
- co occurrence
- reinforcement learning
- nearest neighbor
- multiscale
- image segmentation
- feature selection