Fully Automated Model-Based Prostate Boundary Segmentation Using Markov Random Field in Ultrasound Images.
Rasa VafaieJavad AlirezaiePaul S. BabynPublished in: DICTA (2012)
Keyphrases
- ultrasound images
- fully automated
- markov random field
- fully automatic
- mrf model
- image segmentation
- medical ultrasound
- carotid artery
- energy function
- ultrasound imaging
- graph cuts
- speckle noise
- edge detection
- manual segmentation
- parameter estimation
- maximum a posteriori
- segmentation algorithm
- shape prior
- higher order
- speckle reduction
- random fields
- segmentation result
- automated segmentation
- object segmentation
- region growing
- pairwise
- image restoration
- object boundaries
- segmentation method
- image processing
- prostate segmentation
- image guidance
- level set
- semi automatic
- multiscale
- automatic segmentation
- active contours
- medical images