The multi-sensor fusion: image registration using artifical immune algorithm

被引：0

作者：

Yin, GL ^{[1
]}

Wu, QMJ ^{[1
]}

机构：

[1] Yashan Univ, Dept Elect Engn, Qinhuangda 066004, Peoples R China

来源：

SCIMA 2003: IEEE INTERNATIONAL WORKSHOP ON SOFT COMPUTING TECHNIQUES IN INSTRUMENTATION, MEASUREMENT AND RELATED APPLICATIONS | 2003年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The immune system is a cognitive system of complexity comparable to the brain and its computational algorithms suggest new solutions to engineering problems. Using immunological principles, an artificial immune algorithm is presented for the multi-sensor fusion - image registration problem The method uses receptor editing to escape from the local optima. The method applied to the registration problem shows good convergence results to the global minimum. Experimental results show the method to be efficient even in the presence of large amounts of noise.

引用

页码：32 / 36

页数：5

共 9 条

[1]

Brooks R.R., 1998, MULTISENSOR FUSION F

[2] Automatic correlation and calibration of noisy sensor readings using elite genetic algorithms [J].

Brooks, RR ;

Iyengar, SS ;

Chen, J .

ARTIFICIAL INTELLIGENCE, 1996, 84 (1-2) :339-354

[3] A SURVEY OF IMAGE REGISTRATION TECHNIQUES [J].

BROWN, LG .

COMPUTING SURVEYS, 1992, 24 (04) :325-376

[4]

Dasgupta D., 1999, Artificial Immune Systems and their Applications

[5]

DASGUPTA D, 1997, P IEEE INT C SYST MA, V1, P873

[6] Learning and optimization using the clonal selection principle [J].

de Castro, LN ;

Von Zuben, FJ .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (03) :239-251

[7] Efficient registration in the compressed domain [J].

Grewe, LL ;

Brooks, R .

WAVELET APPLICATIONS VI, 1999, 3723 :104-113

[8] Learning using an artificial immune system [J].

Hunt, JE ;

Cooke, DE .

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 1996, 19 (02) :189-212

[9] The competitive sensor fusion algorithm for multi sensor systems [J].

Koval, V .

IDAACS'2001: PROCEEDINGS OF THE INTERNATIONAL WORKSHOP ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATION, 2001, :65-68

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