Gigapixel Whole-Slide Images Classification using Locally Supervised Learning.
Jingwei ZhangXin ZhangKe MaRajarsi GuptaJoel H. SaltzMaria VakalopoulouDimitris SamarasPublished in: CoRR (2022)
Keyphrases
- supervised learning
- image classification
- image data
- input image
- supervised classification
- image features
- unsupervised learning
- image database
- object recognition
- ground truth
- classification accuracy
- three dimensional
- image analysis
- image registration
- training samples
- pattern recognition
- image set
- semi supervised
- feature points
- support vector machine
- training set
- similarity measure
- class labels
- feature selection
- image matching
- classification method
- image collections
- decision trees
- test images
- region of interest
- learning tasks
- supervised machine learning
- machine learning
- preprocessing stage
- image regions
- active learning
- multiresolution
- image retrieval
- feature space
- support vector
- training data
- feature extraction
- computer vision