Application of active contours for photochromic tracer flow extraction

被引:10
作者
Androutsos, D
Trahanias, PE
Venetsanopoulos, AN
机构
[1] FORTH SCI & TECHNOL PK CRETE, INST COMP SCI, IRAKLION 71110, GREECE
[2] UNIV CRETE, DEPT COMP SCI, IRAKLION 71409, GREECE
关键词
active contours; correlation matching; flow trace extraction automation; image gradient direction; photochromic flow trace;
D O I
10.1109/42.585762
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper addresses the implementation of image processing and computer vision techniques to automate tracer flow extraction in images obtained by the photochromic dye technique. This task is important in modeled 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 proposed approach, active contours, snakes, are employed in a new curve-fitting method for tracer flow extraction in photochromic images. An algorithm implementing snakes is introduced to automate extraction, Utilizing correlation matching, the algorithm quickly locates and localizes all flow traces in the images. The feasibility of the method for tracer flow extraction is demonstrated. Moreover, results regarding the automation algorithm are presented showing its accuracy and effectiveness. The proposed approach for tracer flow extraction has potential for real-system application.
引用
收藏
页码:284 / 293
页数:10
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