DocumentCode :
479809
Title :
A New Approach to Image Segmentation Based on Autonomous Development
Author :
Wang, Lingling ; Li, Yuanxiang ; Lin, Zhiyi
Author_Institution :
State Key Lab. of Software Eng., Wuhan Univ., Wuhan
Volume :
1
fYear :
2008
fDate :
12-14 Dec. 2008
Firstpage :
895
Lastpage :
898
Abstract :
IHDR approach is an effective method for classification in AMD framework. This paper presents a new approach based on IHDR, which provides a developmental region merging method by transforming the merging process into classification process. After features and actions are defined for region merging based on IHDR tree, integrate segmentation algorithm and incremental training strategy are addressed. The experimental results show that the new method is effective for improving image segmentation.
Keywords :
image segmentation; IHDR; autonomous development; image segmentation; Autonomous mental development; Classification tree analysis; Computer science; Feedback; Humans; Image analysis; Image recognition; Image segmentation; Merging; Software engineering; AMD; IHDR tree; image segmentation; region merging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
Type :
conf
DOI :
10.1109/CSSE.2008.1308
Filename :
4721894
Link To Document :
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