DocumentCode
1429099
Title
An active contour model for measuring the area of leg ulcers
Author
Jones, Tim D. ; Plassmann, Peter
Author_Institution
Sch. of Comput., Univ. of Glamorgan, Pontypridd, UK
Volume
19
Issue
12
fYear
2000
Firstpage
1202
Lastpage
1210
Abstract
Leg ulcers are chronic skin a wounds that affect many people and take a long time to heal. The progress of wound healing and the effect of clinical treatments can he monitored partly by measuring the area of the wound. Measurements taken via manually based methods, such as using a computer pointing device to delineate the wound boundary in a digitized image, suffer from variations due to manual dexterity and differences of opinion between observers. An active contour model is presented that models the contour using piecewise B-spline arcs and uses the minimax principle to adaptively regularize the 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.
Keywords
area measurement; edge detection; measurement errors; medical image processing; optical images; physiological models; skin; splines (mathematics); active contour model; adaptive regularization; computer pointing device; consistency; digitized image; leg ulcers area measurement; manual delineation process; manual dexterity variations; medical diagnostic imaging; minimax principle; repeatability; wound boundary delineation; wound healing; Active contours; Area measurement; Computerized monitoring; Leg; Minimax techniques; Particle measurements; Size measurement; Skin; Spline; Wounds; Computer Simulation; Humans; Leg Ulcer; Wound Healing;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/42.897812
Filename
897812
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