DocumentCode
2780026
Title
An interactive image segmentation method based on dynamic programming and its application in medical image analysis
Author
Ying, Zhuge ; Jie, Tian ; NingNing, Liu ; ZhiGang, Hu ; RuWei, Dai
Author_Institution
Inst. of Autom., Acad. Sinica, Beijing, China
Volume
2
fYear
1998
fDate
16-20 Aug 1998
Firstpage
1558
Abstract
In this paper we present an interactive image segmentation method based on DP (dynamic programming), and extend the method in two aspects. First, we append a training mechanism to enhance the robustness of our approach to local noise; Second, we integrate the region-based segmentation with DP to improve the accuracy of image segmentation. A number of experiments show that our approach performs well on a variety of medical images
Keywords
dynamic programming; image segmentation; interactive systems; medical image processing; noise; DP; dynamic programming; interactive image segmentation method; local noise; medical image analysis; region-based segmentation; robustness; Active contours; Automation; Biomedical imaging; Costs; Dynamic programming; Electrical capacitance tomography; Image analysis; Image segmentation; Mice; Minimization methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location
Brisbane, Qld.
ISSN
1051-4651
Print_ISBN
0-8186-8512-3
Type
conf
DOI
10.1109/ICPR.1998.712007
Filename
712007
Link To Document