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MRI brain images are characterized by non-stationary components that make fully automated segmentation a challenging task. An AM-FM model is used to model these non-stationarities. Using the AM-FM model, a new, fully automated texture segmentation system is used to automatically segment the cerebellum from a 3-D set of MRI brain images.
Signals, Systems and Computers, 2000. Conference Record of the Thirty-Fourth Asilomar Conference on (Volume:2 )
Date of Conference: Oct. 29 2000-Nov. 1 2000