Multi-Scale Task Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations.
Niccolò MariniSebastian OtáloraFrancesco CiompiGianmaria SilvelloStefano MarchesinSimona VatranoGenziana ButtafuocoManfredo AtzoriHenning MüllerPublished in: COMPAY@MICCAI (2021)
Keyphrases
- multiple instance learning
- image categorization
- image annotation
- object based image retrieval
- image classification
- multiscale
- multiple instance
- supervised learning
- image data
- image database
- image analysis
- visual features
- image understanding
- image collections
- object recognition
- class labels
- multi class
- small number
- multi modal
- support vector
- image set
- real valued
- image retrieval
- image regions
- image search
- feature extraction
- decision trees
- feature selection
- machine learning
- multi label
- semi supervised
- image content
- data sets
- image features
- instance selection
- feature space
- computer vision
- learning process