Title :
Evaluation of center-line extraction algorithms in quantitative coronary angiography
Author :
Greenspan, H. ; Laifenfeld, M. ; Einav, S. ; Barnea, O.
Author_Institution :
Fac. of Eng., Tel Aviv Univ., Israel
Abstract :
Objective testing of centerline extraction accuracy in quantitative coronary angiography (QCA) algorithms is a very difficult task. Standard tools for this task are not yet available. The authors present a simulation tool that generates synthetic angiographic images of a single coronary artery with predetermined centerline and diameter function. This simulation tool was used creating a library of images for the objective comparison and evaluation of QCA algorithms. This technique also provides the means for understanding the relationship between the algorithms performance and limitations and the vessel´s geometrical parameters. In this paper, two algorithms are evaluated and the results are presented.
Keywords :
angiocardiography; diagnostic radiography; feature extraction; medical image processing; center-line extraction algorithms evaluation; diameter function; images library; medical diagnostic imaging; quantitative coronary angiography; simulation tool; single coronary artery; vessel´s geometrical parameters; Active contours; Angiography; Arteries; Biomedical engineering; Brightness; Image generation; Libraries; Quantum cellular automata; Skeleton; Testing; Algorithms; Computer Simulation; Coronary Angiography; Humans; Image Processing, Computer-Assisted;
Journal_Title :
Medical Imaging, IEEE Transactions on