Focused active learning for histopathological image classification.
Arne SchmidtPablo Morales-ÁlvarezLee A. D. CooperLee A. NewbergAndinet EnquobahrieRafael MolinaAggelos K. KatsaggelosPublished in: Medical Image Anal. (2024)
Keyphrases
- image classification
- active learning
- learning strategies
- machine learning
- image representation
- semi supervised
- bag of words
- random sampling
- feature extraction
- image features
- visual features
- sparse coding
- experimental design
- visual words
- class specific
- multi label
- selective sampling
- real time
- sparse representation
- supervised learning
- learning algorithm
- genetic algorithm
- pool based active learning
- database
- music emotion classification
- active learning strategies
- rare class
- training examples
- learning process