Two channels fuzzy c-means detection of multiple sclerosis lesions in multispectral MR images.
Daniele PeriEdoardo ArdizzoneRoberto PirroneOrazio GambinoPublished in: ICIP (2) (2002)
Keyphrases
- multispectral
- mr images
- fuzzy c means
- image data
- magnetic resonance images
- magnetic resonance
- fuzzy clustering
- remote sensing
- medical images
- grey matter
- clustering method
- remote sensing images
- image segmentation
- clustering algorithm
- satellite images
- hyperspectral
- image analysis
- change detection
- brain mr images
- mri data
- brain tissue
- accurate segmentation
- partial volume
- brain tumors
- prostate cancer
- multiple sclerosis
- membership functions
- k means
- computer vision
- image processing
- post mortem
- euclidean distance
- brain structures
- medical image analysis
- cluster analysis
- mr brain images
- dimensionality reduction
- machine learning
- segmentation result
- anatomical structures
- pattern recognition
- segmentation algorithm