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
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;
Conference_Titel :
Computers in Cardiology, 2004
Print_ISBN :
0-7803-8927-1
DOI :
10.1109/CIC.2004.1442914