[1]CHEN Xiao-bo,CHENG Xian-yi.An adaptive image segmentation technique based on multiAgent system[J].CAAI Transactions on Intelligent Systems,2007,2(4):80-85.
Copy

An adaptive image segmentation technique based on multiAgent system

CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume: 2 Number of periods: 2007 4 Page number: 80-85 Column: 学术论文—机器学习 Public date: 2007-08-25
Title:
An adaptive image segmentation technique based on multiAgent system
Author(s):
CHEN Xiao-bo;  CHENG Xian-yi
School of Computer Science & Telecommunication Engineering, Ji angsu University,Zhenjiang 212013, China
Keywords:
MAS; selfadaptive; image segmentation
CLC:
TP391.4
DOI:
-
Abstract:
The automatic segmentation of complex images is a challenging issue. A novel approach was proposed to segment images adaptively based on multiAgent system. Individual agents were described with their attributes and behaviors. Th e interaction between Agents was described by cooperation and competition. Finall y, the MAS reached a balanced state after a process of recursive selfadaptatio n and the image was segmented. Experiments with complex medical images show th at the MAS approach is suitable for use in image segmentation.
References:
［1］WOOLDRIDGE M,JENNINGS N R. Intelligent Agents:theory a nd practice ［J］. The Knowledge Engineering Review,1995,10(2):115-152.
［2］WOOLDRIDGE.多Agent系统导引［M］. 石纯一，译.北京:电子工业出版社，2003.
［3］LIU J,TANG Y Y. Adaptive image segmentation with distributed behaviorba sed Agents［J］.IEEE Transactions on PAMI,1999, 21(6):544-551.
［4］刘俊义, 王润生. 利用分布式主动智能体检测灰度图像的对称轴［J］. 软件学报，2002，13 (7): 1238-1241.
 LIU Junyi,WANG Runsheng. Using distributed active Agents to detect the symme try axes in gray images ［J］. Journal of Software, 2002, 13 (7): 1238 -1241.
［5］GUESSOUM Z, BRIOT J P, CHARPENTIER S,MARIN O, SENS P. A f aulttolerant multiAgent framework［A］. AAMAS［C］.［s.l.］,2002.
［6］程显毅. Agent计算【M］.哈尔滨:黑龙江科学技术出版社, 2003.
［7］钟伟才, 刘 静, 刘 芳, 焦李成. 组合优化多智能体进化算法［J］. 计算机学报, 2004,27(10):1341-1353.
?ZHONG Weicai, LIU Jing, LIU fang, JIAO Licheng. Combinatorial optimization using multiAgent evolutionary algorithm［J］.Chinese Journal of Computers, 2004,27( 10):1341-1353.
［8］LIU Jiming.多智能体原理与技术［M］. 靳小龙，张世武，LIU Jiming，译. 北京: 清华大学出版社, 2003.
［9］HOLLAND J H.涌现—从混沌到有序［M］. 陈禹,译.上海:上海科技教育出版社,2001.
Similar References:

Memo

-

Last Update: 2009-05-07

Copyright © CAAI Transactions on Intelligent Systems