The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers.
Alex X. LuAmy X. LuWiebke SchormannDavid W. AndrewsAlan M. MosesPublished in: CoRR (2019)
Keyphrases
- image data
- image dataset
- image classification
- image features
- single image
- image analysis
- image segmentation
- image content
- multiscale
- image collections
- image representation
- million images
- input image
- image retrieval
- feature points
- segmentation method
- support vector
- microscopy images
- image regions
- feature selection
- region of interest
- image set
- low level
- histological images
- feature values
- extracted features
- image pixels
- test images
- image matching
- spatial information
- segmentation algorithm
- feature set
- edge detection