Multi-spectral brain tissue segmentation using automatically trained k-Nearest-Neighbor classification.
Henri A. VroomanChris A. CocoscoFedde van der LijnRik StokkingMohammad Arfan IkramMeike W. VernooijMonique M. B. BretelerWiro J. NiessenPublished in: NeuroImage (2007)
Keyphrases
- multispectral
- brain tissue
- brain mr images
- tissue segmentation
- low grade gliomas
- caudate nucleus
- automatic segmentation
- image analysis
- magnetic resonance images
- segmentation algorithm
- brain tumors
- remote sensing
- partial volume
- mr images
- image data
- remote sensing images
- brain atlas
- mri data
- satellite images
- grey level
- multi spectral images
- image segmentation
- medical images
- level set
- region growing
- medical imaging
- fully automatic
- brain images
- segmentation method
- change detection
- magnetic resonance
- multiscale
- textured images
- low contrast
- object segmentation
- neural network
- image processing
- medical image analysis
- energy function
- machine learning