Classifying and segmenting microscopy images with deep multiple instance learning.
Oren Z. KrausLei Jimmy BaBrendan J. FreyPublished in: Bioinform. (2016)
Keyphrases
- multiple instance learning
- microscopy images
- multiple instance
- image categorization
- multi channel
- multi class
- supervised learning
- object based image retrieval
- image segmentation
- image annotation
- semi supervised
- semi supervised learning
- confocal images
- electron microscopy
- class labels
- computer vision
- multi modal
- feature vectors
- nonrigid registration
- phase contrast images
- image analysis
- pairwise
- high level
- diverse density