APPLICATION OF ACTIVE CONTOURS FOR PHOTOCHROMIC TRACER FLOW EXTRACTION

Citation
D. Androutsos et al., APPLICATION OF ACTIVE CONTOURS FOR PHOTOCHROMIC TRACER FLOW EXTRACTION, IEEE transactions on medical imaging, 16(3), 1997, pp. 284-293
Citations number
18
Categorie Soggetti
Engineering, Biomedical","Radiology,Nuclear Medicine & Medical Imaging
ISSN journal
02780062
Volume
16
Issue
3
Year of publication
1997
Pages
284 - 293
Database
ISI
SICI code
0278-0062(1997)16:3<284:AOACFP>2.0.ZU;2-N
Abstract
This paper addresses the implementation of image processing and comput er vision techniques to automate tracer flow extraction in images obta ined by the photochromic dye technique. This task is important in mode led arterial blood flow studies. Currently, it is performed via manual application of B-spline curve fitting. However, this is a tedious and error-prone procedure and its results are nonreproducible, In the pro posed approach, active contours, snakes, are employed in a new curve-f itting method for tracer flow extraction in photochromic images. An al gorithm implementing snakes is introduced to automate extraction, Util izing correlation matching, the algorithm quickly locates and localize s all flow traces in the images. The feasibility of the method for tra cer flow extraction is demonstrated. Moreover, results regarding the a utomation algorithm are presented showing its accuracy and effectivene ss. The proposed approach for tracer flow extraction has potential for real-system application.