Using Synthetic Data to Increase the Generalization of a CNN for Surgical Instrument Segmentation.
Tim StreckertDominik FrommeMatti KaupenjohannJörg ThiemPublished in: IDAACS (2023)
Keyphrases
- synthetic data
- real image data
- image segmentation
- data sets
- real world
- segmentation algorithm
- region growing
- cellular neural networks
- segmentation method
- level set
- medical images
- surgical instruments
- mri data
- edge detection
- fully automatic
- fully unsupervised
- object segmentation
- segmentation accuracy
- medical imaging
- minimally invasive
- shape prior
- multiscale
- neural network