Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need.
Linhao QuYingfan MaXiaoyuan LuoManning WangZhijian SongPublished in: CoRR (2023)
Keyphrases
- multiple instance learning
- image classification
- positive bags
- multiple instance
- image categorization
- multi class
- diverse density
- instance selection
- class labels
- image representation
- supervised learning
- object based image retrieval
- image annotation
- semi supervised
- density estimates
- feature extraction
- data sets
- semi supervised learning
- visual features
- image features
- similarity measure
- image processing
- unsupervised learning
- unlabeled data
- multi modal
- graph cuts
- feature set
- object recognition
- feature selection
- learning algorithm