Robust boundary detection of left ventricles on ultrasound images using ASM-level set method.

Abstract:

:Level set method has been widely used in medical image analysis, but it has difficulties when being used in the segmentation of left ventricular (LV) boundaries on echocardiography images because the boundaries are not very distinguish, and the signal-to-noise ratio of echocardiography images is not very high. In this paper, we introduce the Active Shape Model (ASM) into the traditional level set method to enforce shape constraints. It improves the accuracy of boundary detection and makes the evolution more efficient. The experiments conducted on the real cardiac ultrasound image sequences show a positive and promising result.

journal_name

Biomed Mater Eng

authors

Zhang Y,Gao Y,Li H,Teng Y,Kang Y

doi

10.3233/BME-151427

subject

Has Abstract

pub_date

2015-01-01 00:00:00

pages

S1291-6

eissn

0959-2989

issn

1878-3619

pii

BME1427

journal_volume

26 Suppl 1

pub_type

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