Method of infrared point target detection based on cICA

Rui Ding; Cai Cheng Shi; Er Ke Mao; Jin Tang

Method of infrared point target detection based on cICA

Rui Ding^*, Cai Cheng Shi, Er Ke Mao, Jin Tang

^*Corresponding author for this work

School of Medical and Technology

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Abstract

To solve infrared point target detection problems, a novel approach called cICA(constraint independent component analysis) is proposed. It adopts only one image as data source and introduces the constraint of kurtosis to the ICA (independent component analysis) to eliminate the permutation ambiguity of ICA. Experiments utilizing this method showed that it could detect point targets effectively.

Original language	English
Pages (from-to)	1001-1005
Number of pages	5
Journal	Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology
Volume	29
Issue number	11
Publication status	Published - Nov 2009

Keywords

Constraint independent component analysis
Infrared image
Point target detection

Cite this

Ding, R., Shi, C. C., Mao, E. K., & Tang, J. (2009). Method of infrared point target detection based on cICA. Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 29(11), 1001-1005.

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title = "Method of infrared point target detection based on cICA",

abstract = "To solve infrared point target detection problems, a novel approach called cICA(constraint independent component analysis) is proposed. It adopts only one image as data source and introduces the constraint of kurtosis to the ICA (independent component analysis) to eliminate the permutation ambiguity of ICA. Experiments utilizing this method showed that it could detect point targets effectively.",

keywords = "Constraint independent component analysis, Infrared image, Point target detection",

author = "Rui Ding and Shi, {Cai Cheng} and Mao, {Er Ke} and Jin Tang",

year = "2009",

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T1 - Method of infrared point target detection based on cICA

AU - Ding, Rui

AU - Shi, Cai Cheng

AU - Mao, Er Ke

AU - Tang, Jin

PY - 2009/11

Y1 - 2009/11

N2 - To solve infrared point target detection problems, a novel approach called cICA(constraint independent component analysis) is proposed. It adopts only one image as data source and introduces the constraint of kurtosis to the ICA (independent component analysis) to eliminate the permutation ambiguity of ICA. Experiments utilizing this method showed that it could detect point targets effectively.

AB - To solve infrared point target detection problems, a novel approach called cICA(constraint independent component analysis) is proposed. It adopts only one image as data source and introduces the constraint of kurtosis to the ICA (independent component analysis) to eliminate the permutation ambiguity of ICA. Experiments utilizing this method showed that it could detect point targets effectively.

KW - Constraint independent component analysis

KW - Infrared image

KW - Point target detection

UR - http://www.scopus.com/inward/record.url?scp=71949102317&partnerID=8YFLogxK

M3 - Article

AN - SCOPUS:71949102317

SN - 1001-0645

VL - 29

SP - 1001

EP - 1005

JO - Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology

JF - Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology

IS - 11

ER -

Method of infrared point target detection based on cICA

Abstract

Keywords

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