Multi-class active learning for image classification.
Ajay J. JoshiFatih PorikliNikolaos PapanikolopoulosPublished in: CVPR (2009)
Keyphrases
- multi class
- image classification
- active learning
- multi class classification
- bag of words
- learning algorithm
- cost sensitive
- support vector machine
- feature extraction
- image representation
- image features
- random sampling
- binary classification
- visual words
- transfer learning
- sparse coding
- semi supervised
- pairwise
- supervised learning
- multiclass classification
- machine learning
- multi class classifier
- base classifiers
- error correcting output codes
- multi label
- learning process
- sparse representation
- unlabeled data
- generalization error
- object detection
- feature selection
- linear classifiers
- training set
- multiple classes
- multiclass problems
- training examples
- multi class boosting
- multi class svm
- semi supervised learning
- multi class problems
- multiple instance learning
- class imbalance
- computer vision
- multi class object detection