DocumentCode
1999887
Title
A multi-resolution displacement estimator for ultrasonic myocardial strain imaging
Author
Huang, Lingyun ; Jia, Congxian ; Huang, Sheng-Wen ; Seo, Chi Hyung ; O´Donnell, M.
Author_Institution
Dept. of Bioeng., Univ. of Washington, Seattle, WA, USA
fYear
2009
fDate
20-23 Sept. 2009
Firstpage
1423
Lastpage
1426
Abstract
Low signal-to-noise ratio regions and large deformations in myocardial strain imaging cause peak hopping artifacts, especially near peak systole. To solve this problem, we propose a multi-resolution Viterbi search algorithm to maximally utilize tissue continuity and finite strain constraints to improve displacement estimation. Data from an isolated rabbit heart experiment were used to validate the proposed algorithm. An 86.1% reduction in peak hopping artifacts strongly suggests that the proposed algorithm is effective for myocardial strain imaging.
Keywords
biomechanics; biomedical ultrasonics; cardiology; deformation; image resolution; maximum likelihood estimation; medical image processing; deformations; finite strain constraints; isolated rabbit heart experiment; low signal-to-noise ratio regions; multi-resolution Viterbi search algorithm; multiresolution displacement estimator; peak hopping artifacts; tissue continuity; ultrasonic myocardial strain imaging; Biomedical engineering; Biomedical imaging; Capacitive sensors; Myocardium; Rabbits; Radio frequency; Signal to noise ratio; Speckle; Ultrasonic imaging; Viterbi algorithm; Viterbi; multi-resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultrasonics Symposium (IUS), 2009 IEEE International
Conference_Location
Rome
ISSN
1948-5719
Print_ISBN
978-1-4244-4389-5
Electronic_ISBN
1948-5719
Type
conf
DOI
10.1109/ULTSYM.2009.5441789
Filename
5441789
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