Ms. Nixon et Tk. Hames, NEW TECHNIQUE FOR 3D ARTERY MODELING BY NONINVASIVE ULTRASOUND, IEE proceedings. Part I. Communications, speech and vision, 140(1), 1993, pp. 86-94
Three-dimensional (3D) modelling of arteries using noninvasive ultraso
und is a further development of this modality which currently displays
images in a two-dimensional format. The approach aims to improve visu
alisation of the artery under consideration for later use in monitorin
g disease within it. The technique is based on analysing a series of t
ransverse noninvasive ultrasound scans. Other ultrasound techniques ha
ve used invasive scans, flow information and noninvasive longitudinal
scans. The advantages of the new method concern noninvasive transverse
scanning which allows a circle to be used as an appropriate model to
determine the arterial wall data in each slice. This circle is extract
ed from the edge magnitude information provided by a version of the Ca
nny edge-detection operator and is then located using an implementatio
n of the Hough transform tailored to determine the contour which best
fits the arterial data. The deviation from the circle provides the art
erial wall template except where data is absent when the approximation
itself is used. By extracting the template from successive ultrasound
images in in vivo studies 3D pictures of vessels, initially of the ca
rotid artery and the bifurcation, have been developed. These were init
ially portrayed using oblique projection, but to improve visualisation
more sophisticated voxel-based solid modelling has been used even tho
ugh it incurs greater complexity and memory cost. The resulting images
show that it is indeed possible to provide a realistic model via noni
nvasive transverse scanning by capitalising on modern techniques of fe
ature extraction in images. The model's accuracy has been validated by
a test object study and research is ongoing to include stenosis depic
tion.