DocumentCode
436836
Title
Anisotropic processing of image structures for adventitia detection in intravascular ultrasound images
Author
Hernandez, A.H. ; Gil, D.G. ; Radeva, P.R. ; Nofrerias, E.N.
Author_Institution
Comput. Vision Center, Univ. Autonoma de Barcelona, Spain
fYear
2004
fDate
19-22 Sept. 2004
Firstpage
229
Lastpage
232
Abstract
The adventitia layer appears as a weak edge in IVUS images with a nonuniform grey level, which difficulties its detection. In order to enhance edges, we apply an anisotropic filter that homogenizes the grey level along the image significant structures (ridges, valleys and edges). A standard edge detector applied to the filtered image yields a set of candidate points prone to be unconnected. The final model is obtained by interpolating the former line segments along the tangent direction to the level curves of the filtered image with an anisotropic contour closing technique based on functional extension principles.
Keywords
biomedical ultrasonics; biomembranes; blood vessels; edge detection; adventitia detection; anisotropic contour; anisotropic filter; anisotropic processing; edge structure; functional extension principles; image significant structures; intravascular ultrasound images; nonuniform grey level; ridge structure; standard edge detector; valley structure; Anisotropic magnetoresistance; Computer vision; Filtering; Hospitals; Image edge detection; Image segmentation; Level set; Noise level; Tensile stress; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers in Cardiology, 2004
Print_ISBN
0-7803-8927-1
Type
conf
DOI
10.1109/CIC.2004.1442914
Filename
1442914
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