Segmentation of 3D medical image data sets with a combination of region-based initial segmentation and active surfaces.
Regina PohleThomas BehlauKlaus D. TönniesPublished in: Medical Imaging: Image Processing (2003)
Keyphrases
- medical images
- initial segmentation
- region of interest
- segmentation algorithm
- image segmentation
- medical imaging
- region growing
- interactive segmentation
- mr images
- segmentation method
- region merging
- segmentation result
- magnetic resonance images
- final segmentation
- magnetic resonance imaging
- input image
- deformable models
- brain images
- foreground and background
- region adjacency graph
- mrf model
- markov random field
- graph cuts
- automatic segmentation
- object segmentation
- three dimensional
- shape model
- accurate segmentation
- object recognition
- image processing
- co occurrence