Cost-Effective Active Learning for Deep Image Classification.
Keze WangDongyu ZhangYa LiRuimao ZhangLiang LinPublished in: IEEE Trans. Circuits Syst. Video Technol. (2017)
Keyphrases
- cost effective
- image classification
- active learning
- low cost
- bag of words
- image representation
- selective sampling
- random sampling
- learning algorithm
- visual words
- semi supervised
- feature extraction
- machine learning
- supervised learning
- image features
- cost effectiveness
- training examples
- learning strategies
- imbalanced data classification
- multi label
- relevance feedback
- pool based active learning
- labeled data
- data center
- sparse coding
- support vector machine
- training set
- active learning strategies
- semi supervised learning
- transfer learning
- class specific
- learning process
- image processing