Nerve Structure Segmentation from Ultrasound Images Using Random Under-Sampling and an SVM Classifier.
Cristian JimenezD. DiazD. SalazarAndres Marino AlvarezÁlvaro-Ángel Orozco-GutierrezÓscar A. HenaoPublished in: ICIAR (2018)
Keyphrases
- ultrasound images
- svm classifier
- medical ultrasound
- echocardiographic images
- active contour segmentation
- support vector machine
- ultrasound imaging
- carotid artery
- support vector machine svm
- edge detection
- speckle noise
- image segmentation
- support vector
- image classification
- segmentation algorithm
- speckle reduction
- feature vectors
- pattern recognition
- feature extraction
- segmentation method
- ultrasound probe
- feature selection
- multiscale
- data sets
- automatic segmentation
- active contours
- imaging systems
- magnetic resonance imaging
- maximum likelihood
- level set
- medical images
- image processing
- neural network