Two-Dimensional Active Learning for image classification.
Guo-Jun QiXian-Sheng HuaYong RuiJinhui TangHong-Jiang ZhangPublished in: CVPR (2008)
Keyphrases
- image classification
- active learning
- three dimensional
- image representation
- feature extraction
- visual features
- image features
- selective sampling
- bag of words
- multi label
- semi supervised
- active learning strategies
- sparse representation
- random sampling
- supervised learning
- multi dimensional
- training examples
- three dimensional objects
- learning strategies
- experimental design
- machine learning
- learning process
- learning algorithm
- visual words
- sparse coding
- cost sensitive
- training set
- annotation effort
- image processing
- feature selection
- data sets
- class specific
- batch mode
- music emotion classification
- class imbalance
- n gram
- labeled data
- learning environment
- neural network