Please use this identifier to cite or link to this item: https://hdl.handle.net/10216/67098
Author(s): André M. F. Santos
João Manuel R. S. Tavares
Elsa Azevedo
Luísa Sousa
Title: Automatic segmentation of the carotid artery in ultrasound B-mode images
Issue Date: 2013
Abstract: B-mode ultrasound imaging is well-known and used in the medical imaging field; however, it presents various difficulties, specifically in tasks of image segmentation and surface reconstruction, due to intrinsic adverse characteristics, such like low contrast and noise [1,2]. Despite this, B-mode ultrasound imaging has been used in the diagnosis of several cardiac diseases, particularly, carotid artery diseases like atherosclerosis, known as the hardening of the artery, after the accumulation of fatty substances, i.e. lipoproteins, in the artery walls, known as plaques. In this work, an anisotropic diffusion filter is used for speckle removal, and morphological operators are employed in the detection of the artery. The obtained information is used in the definition of two initial contours, one for the lumen and another for the bifurcation boundaries, used to initiate a Chan-Vese-based segmentation method.
Subject: Ciências Tecnológicas, Ciências da engenharia e tecnologias
Technological sciences, Engineering and technology
Scientific areas: Ciências da engenharia e tecnologias
Engineering and technology
URI: https://repositorio-aberto.up.pt/handle/10216/67098
Source: IRF2013 - Proceedings of the 4th International Conference on Integrity, Reliability and failure
Document Type: Artigo em Livro de Atas de Conferência Internacional
Rights: openAccess
License: https://creativecommons.org/licenses/by-nc/4.0/
Appears in Collections:FEUP - Artigo em Livro de Atas de Conferência Internacional

Files in This Item:
File Description SizeFormat 
64095.pdfAbstract59.49 kBAdobe PDFThumbnail
View/Open


This item is licensed under a Creative Commons License Creative Commons