Cost-Effective Active Learning for Deep Image Classification.
Keze WangDongyu ZhangYa LiRuimao ZhangLiang LinPublished in: CoRR (2017)
Keyphrases
- cost effective
- image classification
- active learning
- low cost
- bag of words
- cost effectiveness
- semi supervised
- image representation
- visual words
- image features
- multi label
- feature extraction
- random sampling
- supervised learning
- learning algorithm
- learning strategies
- training set
- training examples
- selective sampling
- labeled data
- information and communication technologies
- relevance feedback
- active learning strategies
- experimental design
- class specific
- environmentally friendly
- pairwise
- data center
- sparse coding
- machine learning
- imbalanced data classification
- semi supervised learning
- remotely sensed data
- cost sensitive
- learning process
- long term