Synthetic Training with Generative Adversarial Networks for Segmentation of Microscopies.
Jens KrauthStefan GerlachChristian MarzahlJörn VoigtHeinz HandelsPublished in: Bildverarbeitung für die Medizin (2019)
Keyphrases
- discriminative classifiers
- segmentation algorithm
- segmentation method
- medical images
- fully automatic
- level set
- image segmentation
- region growing
- complex networks
- echo state networks
- data sets
- generative model
- training process
- training examples
- discriminative training
- multi agent
- training phase
- social networks
- shape prior
- object segmentation
- segmented images
- segmentation accuracy
- network structure
- image analysis
- training set
- multiscale
- real world
- discriminatively trained
- energy function
- test set
- edge detection
- semi supervised