Scalable Active Learning for Multiclass Image Classification.
Ajay J. JoshiFatih PorikliNikolaos P. PapanikolopoulosPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2012)
Keyphrases
- multi class
- image classification
- active learning
- multi class classification
- support vector machine
- image representation
- pairwise
- random sampling
- multiclass problems
- multiple classes
- binary classification
- cost sensitive
- semi supervised
- learning algorithm
- image features
- feature extraction
- supervised learning
- perceptron algorithm
- multiclass classification
- feature selection
- multi label
- error correcting output codes
- multiclass support vector machines
- training set
- svm classifier
- learning process
- active learning strategies
- multinomial logistic regression
- multiclass svm
- generalization error
- base classifiers
- cost sensitive learning
- unlabeled data
- semi supervised learning
- multiclass learning
- reinforcement learning