Title :
Robust tuning of Expanding Active Contour Model for tracking lower limb vein in ultrasonographic image
Author :
Ohnishi, Kengo ; Nojima, Kenichi
Author_Institution :
Div. of Electron. & Mech. Eng., Tokyo Denki Univ., Hatoyama, Japan
Abstract :
This paper reports on tuning the performance of an automated measurement system that we integrated for vein tracking in ultrasonographic image. We target to monitor the venous flow in B-mode ultrasonograhy and set our technical challenge to assemble image processing algorithms, including the Expanding Active Contour Model, to extract the vein contour. Parameter Design method of Robust Engineering is applied to analyze and select factor´s optimal level. Confirmation test was conducted to compare the optimal and initial conditions. The results show that the selected level setting increases the tracking ability, yet, consideration is required on the repeatability of the measurement system.
Keywords :
blood vessels; feature extraction; flow measurement; medical image processing; ultrasonic imaging; B-mode ultrasonograhy; automated measurement system; confirmation test; expanding active contour model; factor optimal level analysis; image processing algorithms; lower limb vein tracking; parameter design method; robust engineering; ultrasonographic image; vein contour extraction; venous flow monitoring; Active Contour Model; Parameter Design; ultrasonographic image; venous flow measurement;
Conference_Titel :
Mechatronics (MECATRONICS) , 2012 9th France-Japan & 7th Europe-Asia Congress on and Research and Education in Mechatronics (REM), 2012 13th Int'l Workshop on
Conference_Location :
Paris
Print_ISBN :
978-1-4673-4770-9
Electronic_ISBN :
978-1-4673-4771-6
DOI :
10.1109/MECATRONICS.2012.6451037