Fuzzy propositions weighted by veracities or how to relate fuzzy logic and probability theory for segmentation of ultrasound images.
Renaud DebonBasel SolaimanJean-Michel CauvinMichel RobaszkiewiczChristian RouxPublished in: Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2002)
Keyphrases
- ultrasound images
- fuzzy logic
- probability theory
- fuzzy sets
- medical ultrasound
- ultrasound image segmentation
- echocardiographic images
- active contour segmentation
- ultrasound imaging
- carotid artery
- membership functions
- fuzzy set theory
- speckle noise
- fuzzy rules
- edge detection
- neural network
- possibility theory
- speckle reduction
- fuzzy membership functions
- segmentation method
- rough sets
- fuzzy numbers
- expert systems
- belief functions
- image segmentation
- inference rules
- segmentation algorithm
- genetic algorithm
- conditional independence
- artificial intelligence
- computational intelligence
- level set
- control system
- volume data
- pattern recognition
- medical images
- knowledge base
- belief change
- fully automatic
- region competition
- region growing
- left ventricle
- multiscale
- prostate segmentation