Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images.
Imaad ZaffarGuillaume JaumeNasir M. RajpootFaisal MahmoodPublished in: ISBI (2023)
Keyphrases
- weakly supervised learning
- input image
- image data
- image features
- geometric structure
- three dimensional
- object recognition
- embedding space
- image classification
- multiple instance learning
- test images
- image retrieval
- image regions
- segmentation method
- object detection
- multiple images
- data sets
- high dimensional
- similarity measure
- low dimensional
- dimensionality reduction
- image annotation
- manifold learning
- feature extraction
- face recognition
- learning algorithm
- machine learning