DocumentCode :
1686523
Title :
Drawing an isothermal contour map using a tree search strategy
Author :
Lee, Dong-Ho ; Pearce, John A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
fYear :
1989
Firstpage :
559
Abstract :
The authors present a global algorithm for drawing an isothermal contour map in thermal images. The problem of isothermal contour detection is reduced to the problem of finding an optimal path in a weighted tree. The properties of the contour are embedded in the structure of the tree, and search algorithms are used to find the optimal solution. To search the optimal isothermal contour, a heuristic search algorithm, which is used in artificial intelligence, is adopted. It is shown that the tree approach can be used to draw acceptable contours even in noise-added thermal images, but the computation time for detecting an isothermal contour increases sharply with increased noise. The strategy is expected to the helpful in decision-making or diagnosis from thermal images
Keywords :
biothermics; computerised picture processing; medical diagnostic computing; artificial intelligence; decision-making; diagnosis; global algorithm; heuristic search algorithm; isothermal contour map drawing; medical images; noise-added thermal images; optimal path; tree search strategy; Biomedical computing; Biomedical engineering; Calibration; Costs; Engineering drawings; Heuristic algorithms; Image segmentation; Isothermal processes; Temperature; Tree data structures;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1989. Images of the Twenty-First Century., Proceedings of the Annual International Conference of the IEEE Engineering in
Conference_Location :
Seattle, WA
Type :
conf
DOI :
10.1109/IEMBS.1989.95872
Filename :
95872
Link To Document :
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