SpeckleGAN: a generative adversarial network with an adaptive speckle layer to augment limited training data for ultrasound image processing.
Lennart BargstenAlexander SchlaeferPublished in: Int. J. Comput. Assist. Radiol. Surg. (2020)
Keyphrases
- image processing
- training data
- ultrasound images
- decision trees
- multiscale
- single layer
- abstraction layer
- machine vision
- computer networks
- computer vision
- communication networks
- complex networks
- training set
- signal processing
- data sets
- network model
- multi layer
- prior knowledge
- edge detection
- computer graphics
- image registration
- network structure
- image enhancement
- sar images
- training examples
- speckle noise
- image segmentation
- speckle reduction
- discriminative methods
- medical ultrasound
- text classification