Active learning and discovery of object categories in the presence of unnameable instances.
Christoph KädingAlexander FreytagErik RodnerPaul BodesheimJoachim DenzlerPublished in: CVPR (2015)
Keyphrases
- object categories
- active learning
- training examples
- object detection
- object categorization
- object classes
- object recognition
- object instances
- image features
- generative model
- visual words
- semi supervised
- supervised learning
- learning algorithm
- training set
- relevance feedback
- category specific
- test images
- machine learning
- labeled data
- small number
- bag of words
- unlabeled data
- data sets
- knowledge discovery
- spatial relations
- learning process
- high dimensional
- training data
- image processing
- data mining