Automatic kidney segmentation in 3D pediatric ultrasound images using deep neural networks and weighted fuzzy active shape model.
Pooneh R. TabriziAwais MansoorJuan J. CerrolazaJames JagoMarius George LinguraruPublished in: ISBI (2018)
Keyphrases
- active shape model
- ultrasound images
- carotid artery
- segmentation algorithm
- medical ultrasound
- accurate segmentation
- shape prior
- ultrasound imaging
- shape model
- manual segmentation
- fully automatic
- image segmentation
- coarse to fine
- edge detection
- automatic segmentation
- object boundaries
- region growing
- level set
- segmentation method
- graph cuts
- deformable models
- energy function
- facial features
- appearance model
- active contours
- computer vision
- bayesian framework
- input image
- multiscale
- feature extraction