Cluster-based active learning for compact image classification.
Devis TuiaMikhail F. KanevskiJordi Muñoz-MaríGustavo Camps-VallsPublished in: IGARSS (2010)
Keyphrases
- image classification
- active learning
- visual features
- image representation
- bag of words
- feature extraction
- image features
- semi supervised
- semi supervised learning
- experimental design
- random sampling
- learning strategies
- pool based active learning
- sparse representation
- multi label
- unlabeled data
- training examples
- supervised learning
- machine learning
- labeled data
- training set
- visual words
- class specific
- sample selection
- active learning strategies
- data sets
- relevance feedback
- transfer learning
- information retrieval
- batch mode
- annotation effort
- neural network