Peripheral Nerves Segmentation in Ultrasound Images Using Non-linear Wavelets and Gaussian Processes.
Julián Gil GonzálezMauricio A. ÁlvarezÁlvaro Á. OrozcoPublished in: IbPRIA (2015)
Keyphrases
- ultrasound images
- gaussian processes
- medical ultrasound
- echocardiographic images
- active contour segmentation
- ultrasound imaging
- carotid artery
- gaussian process
- edge detection
- speckle noise
- gaussian process regression
- multiscale
- speckle reduction
- image segmentation
- segmentation algorithm
- hyperparameters
- image processing
- multiresolution
- wavelet transform
- multi task
- image compression
- level set
- medical images
- feature selection
- bayesian networks
- volume data
- region growing
- bayesian framework
- prior information
- closed form
- parameter estimation
- segmentation method
- high resolution
- pairwise
- feature extraction