Multi-class batch-mode active learning for image classification.
Ajay J. JoshiFatih PorikliNikolaos PapanikolopoulosPublished in: ICRA (2010)
Keyphrases
- multi class
- image classification
- batch mode active learning
- active learning
- batch mode
- image representation
- bag of words
- feature extraction
- visual features
- object detection
- multi class classification
- pairwise
- multiple instance learning
- cost sensitive
- support vector machine
- multiple classes
- image features
- binary classification
- feature selection
- linear classifiers
- multi label
- error correcting output codes
- multi class classifier
- binary classifiers
- multi class svm
- machine learning
- visual words
- neural network
- sparse representation
- object recognition
- base classifiers
- learning tasks
- learning algorithm
- supervised learning