WMH Segmentation Challenge: A Texture-Based Classification Approach.
Mariana P. BentoRoberto Medeiros de SouzaRoberto de Alencar LotufoRichard FrayneLetícia RittnerPublished in: BrainLes@MICCAI (2017)
Keyphrases
- statistical classification
- machine learning
- features extraction
- pattern recognition
- multiscale
- decision trees
- classification scheme
- classification accuracy
- automatic classification
- image segmentation
- robust classification
- classification systems
- region growing
- text classification
- support vector machine svm
- feature extraction and classification
- feature selection
- classification algorithm
- segmentation algorithm
- level set
- image classification
- supervised learning
- feature vectors
- support vector machine
- image analysis
- feature extraction
- training samples
- support vector
- preprocessing
- moving objects
- pixel classification
- object segmentation
- fully automatic
- medical imaging
- segmentation method
- class labels
- benchmark datasets