Using spatial characteristics to aid automation of SOM segmentation of functional image data.
Patrick O'DriscollErzsébet MerényiRobert G. GrossmanPublished in: WSOM (2017)
Keyphrases
- image data
- level set
- self organizing maps
- image segmentation
- segmentation algorithm
- spatial constraints
- segmentation method
- spatial information
- mumford shah functional
- spatial context
- spatial and temporal
- neural network
- functional properties
- image quality
- spatio temporal
- biomedical images
- spatial structure
- edge detection
- segmentation accuracy
- human cerebral cortex
- multiscale
- competitive learning
- shape prior
- region growing
- range data
- fully automatic
- medical images
- spatial data
- input data
- motion segmentation
- object segmentation
- automatic segmentation
- image database
- image regions
- space time