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
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;
Conference_Titel :
Ultrasonics Symposium (IUS), 2009 IEEE International
Conference_Location :
Rome
Print_ISBN :
978-1-4244-4389-5
Electronic_ISBN :
1948-5719
DOI :
10.1109/ULTSYM.2009.5441789