Volume segmentation using convolutional neural networks with limited training data.
Hsueh-Chien ChengAmitabh VarshneyPublished in: ICIP (2017)
Keyphrases
- convolutional neural networks
- training data
- volume data
- image segmentation
- level set
- data sets
- training set
- convolutional network
- learning algorithm
- medical images
- segmentation algorithm
- image slices
- classification accuracy
- supervised learning
- shape prior
- test data
- decision trees
- multiscale
- fully unsupervised
- region growing
- fully automatic
- segmentation method
- image analysis
- image regions
- segmentation accuracy
- volume rendering
- learned from training data
- test set
- training examples
- training samples