Labeling of the cerebellar peduncles using a supervised Gaussian classifier with volumetric tract segmentation.
Chuyang YePierre-Louis BazinJohn A. BogovicSarah H. YingJerry L. PrincePublished in: Medical Imaging: Image Processing (2012)
Keyphrases
- image segmentation
- labeling process
- image labeling
- unsupervised learning
- feature selection
- volumetric data
- level set
- fully unsupervised
- pixel classification
- semantic segmentation
- learning algorithm
- image segmentations
- medical images
- segmentation algorithm
- rib cage
- supervised classification
- supervised learning
- energy function
- segmentation method
- region growing
- training data
- multiscale
- active learning
- training examples
- three dimensional
- fully automatic
- interactive image segmentation
- machine learning
- medical image data
- supervised training
- supervised classifiers
- feature space
- svm classifier
- semi supervised
- robot control
- corpus callosum
- volumetric images
- multiple instance learning
- surface representation
- gaussian distribution
- medical imaging
- decision trees
- feature set
- hole filling
- scale space