An efficient segmentation method for ultrasound images based on a semi-supervised approach and patch-based features.
Anca CiurteNawal HouhouSergiu NedevschiAlessia PicaFrancis L. MunierJean-Philippe ThiranXavier BressonMeritxell Bach CuadraPublished in: ISBI (2011)
Keyphrases
- segmentation method
- ultrasound images
- ultrasound image segmentation
- semi supervised
- active contours
- object segmentation
- region growing
- image segmentation
- active contour model
- automated segmentation
- segmented images
- image features
- intensity information
- superpixels
- shape prior
- edge detection
- feature vectors
- feature extraction
- carotid artery
- medical ultrasound
- label fusion
- machine learning