Generative Adversarial Networks for Augmenting Training Data of Microscopic Cell Images.
Piotr BaniukiewiczE. Josiah LuttonSharon CollierTill BretschneiderPublished in: Frontiers Comput. Sci. (2019)
Keyphrases
- training data
- image analysis
- image database
- image data
- image retrieval
- image classification
- three dimensional
- microscopic images
- image collections
- input image
- data sets
- image registration
- cell segmentation
- test images
- image matching
- feature points
- microscopy images
- object recognition
- similarity measure
- cell nucleus
- small number
- edge detection
- supervised learning
- image features
- ground truth
- probabilistic model
- learning algorithm
- training samples
- segmentation method
- image regions
- classification accuracy
- prior knowledge
- training set
- microscope images
- decision trees
- living cells
- computer vision