Implementation of K-means segmentation algorithm on Intel Xeon Phi and GPU: Application in medical imaging.
Milan JarosPetr StrakosTomás KarásekLubomír RíhaAlena VasatováMarta JarosováTomás KozubekPublished in: Adv. Eng. Softw. (2017)
Keyphrases
- segmentation algorithm
- medical imaging
- image segmentation
- medical images
- automatic segmentation
- image analysis
- x ray
- unsupervised segmentation
- ct images
- region growing
- input image
- image registration
- k means
- segmentation method
- medical image processing
- active shape model
- medical image analysis
- anatomical structures
- segmentation result
- superpixels
- image processing and analysis
- image processing
- remote sensing
- clustering algorithm
- deformable models
- shape analysis
- graph cuts
- computer vision
- brain mr images
- magnetic resonance imaging
- magnetic resonance images
- three dimensional
- intel xeon
- watershed algorithm
- ground truth
- imaging modalities
- higher order
- level set method
- level set
- mr images
- shape prior