An active contour model for measuring the area of leg ulcers

Citation
Td. Jones et P. Plassmann, An active contour model for measuring the area of leg ulcers, IEEE MED IM, 19(12), 2000, pp. 1202-1210
Citations number
23
Categorie Soggetti
Radiology ,Nuclear Medicine & Imaging","Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON MEDICAL IMAGING
ISSN journal
02780062 → ACNP
Volume
19
Issue
12
Year of publication
2000
Pages
1202 - 1210
Database
ISI
SICI code
0278-0062(200012)19:12<1202:AACMFM>2.0.ZU;2-V
Abstract
Leg ulcers are chronic skin wounds that affect many people and take a long time to heal. The progress of wound healing and the effect of clinical trea tments can be monitored partly by measuring the area of the wound. Measurem ents taken via manually based methods, such as using a computer pointing de vice to delineate the wound boundary in a digitized image, suffer from vari ations due to manual dexterity and differences of opinion between observers . An active contour model is presented that models the contour using piecew ise B-spline arcs and uses the minimax principle to adaptively regularize t he contour according to the local conditions in the wound image. The model makes use of the existing manual delineation process in order to initialize the solution and is shown to reduce the effect of the inherent variations upon the repeatability and consistency of area measurements in many cases.