A cooperative fusion method of multi-sensor image based on grey relational analysis

Runping Xi; Liangshui Jin; Yanning Zhang; Fujun Zhang; Gen Yang; Miao Ma

doi:10.1007/978-3-319-23989-7_38

A cooperative fusion method of multi-sensor image based on grey relational analysis

Runping Xi, Liangshui Jin, Yanning Zhang, Fujun Zhang, Gen Yang, Miao Ma

School of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Current multi-sensor image fusion algorithms have difficulties working at many different scenes. In this paper, a cooperative fusion algorithm based on the grey correlation theory and automatic evaluation feedback is proposed in order to achieve better fusion results. A synergetic mechanism is introduced to adjust the algorithm parameters for better fusion results. Experiments show that the collaborative integration of the results is consistent with the subjective evaluation of human eyes.

Original language	English
Title of host publication	Intelligence Science and Big Data Engineering
Subtitle of host publication	Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Revised Selected Papers
Editors	Xiaofei He, Zhi-Hua Zhou, Xinbo Gao, Zhi-Yong Liu, Yanning Zhang, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang
Publisher	Springer Verlag
Pages	370-379
Number of pages	10
ISBN (Print)	9783319239873
DOIs	https://doi.org/10.1007/978-3-319-23989-7_38
State	Published - 2015
Event	5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015 - Suzhou, China Duration: 14 Jun 2015 → 16 Jun 2015

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	9242
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015
Country/Territory	China
City	Suzhou
Period	14/06/15 → 16/06/15

Keywords

Automatic evaluation
Cooperative fusion
Grey relational analysis

Access to Document

10.1007/978-3-319-23989-7_38

Cite this

Xi, R., Jin, L., Zhang, Y., Zhang, F., Yang, G., & Ma, M. (2015). A cooperative fusion method of multi-sensor image based on grey relational analysis. In X. He, Z.-H. Zhou, X. Gao, Z.-Y. Liu, Y. Zhang, B. Fu, F. Hu, & Z. Zhang (Eds.), Intelligence Science and Big Data Engineering: Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Revised Selected Papers (pp. 370-379). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9242). Springer Verlag. https://doi.org/10.1007/978-3-319-23989-7_38

Xi, Runping ; Jin, Liangshui ; Zhang, Yanning et al. / A cooperative fusion method of multi-sensor image based on grey relational analysis. Intelligence Science and Big Data Engineering: Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Revised Selected Papers. editor / Xiaofei He ; Zhi-Hua Zhou ; Xinbo Gao ; Zhi-Yong Liu ; Yanning Zhang ; Baochuan Fu ; Fuyuan Hu ; Zhancheng Zhang. Springer Verlag, 2015. pp. 370-379 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "Current multi-sensor image fusion algorithms have difficulties working at many different scenes. In this paper, a cooperative fusion algorithm based on the grey correlation theory and automatic evaluation feedback is proposed in order to achieve better fusion results. A synergetic mechanism is introduced to adjust the algorithm parameters for better fusion results. Experiments show that the collaborative integration of the results is consistent with the subjective evaluation of human eyes.",

keywords = "Automatic evaluation, Cooperative fusion, Grey relational analysis",

author = "Runping Xi and Liangshui Jin and Yanning Zhang and Fujun Zhang and Gen Yang and Miao Ma",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; 5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015 ; Conference date: 14-06-2015 Through 16-06-2015",

year = "2015",

doi = "10.1007/978-3-319-23989-7_38",

language = "英语",

isbn = "9783319239873",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "370--379",

editor = "Xiaofei He and Zhi-Hua Zhou and Xinbo Gao and Zhi-Yong Liu and Yanning Zhang and Baochuan Fu and Fuyuan Hu and Zhancheng Zhang",

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Xi, R, Jin, L, Zhang, Y, Zhang, F, Yang, G & Ma, M 2015, A cooperative fusion method of multi-sensor image based on grey relational analysis. in X He, Z-H Zhou, X Gao, Z-Y Liu, Y Zhang, B Fu, F Hu & Z Zhang (eds), Intelligence Science and Big Data Engineering: Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9242, Springer Verlag, pp. 370-379, 5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015, Suzhou, China, 14/06/15. https://doi.org/10.1007/978-3-319-23989-7_38

A cooperative fusion method of multi-sensor image based on grey relational analysis. / Xi, Runping; Jin, Liangshui; Zhang, Yanning et al.
Intelligence Science and Big Data Engineering: Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Revised Selected Papers. ed. / Xiaofei He; Zhi-Hua Zhou; Xinbo Gao; Zhi-Yong Liu; Yanning Zhang; Baochuan Fu; Fuyuan Hu; Zhancheng Zhang. Springer Verlag, 2015. p. 370-379 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9242).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A cooperative fusion method of multi-sensor image based on grey relational analysis

AU - Xi, Runping

AU - Jin, Liangshui

AU - Zhang, Yanning

AU - Zhang, Fujun

AU - Yang, Gen

AU - Ma, Miao

N1 - Publisher Copyright: © Springer International Publishing Switzerland 2015.

PY - 2015

Y1 - 2015

N2 - Current multi-sensor image fusion algorithms have difficulties working at many different scenes. In this paper, a cooperative fusion algorithm based on the grey correlation theory and automatic evaluation feedback is proposed in order to achieve better fusion results. A synergetic mechanism is introduced to adjust the algorithm parameters for better fusion results. Experiments show that the collaborative integration of the results is consistent with the subjective evaluation of human eyes.

AB - Current multi-sensor image fusion algorithms have difficulties working at many different scenes. In this paper, a cooperative fusion algorithm based on the grey correlation theory and automatic evaluation feedback is proposed in order to achieve better fusion results. A synergetic mechanism is introduced to adjust the algorithm parameters for better fusion results. Experiments show that the collaborative integration of the results is consistent with the subjective evaluation of human eyes.

KW - Automatic evaluation

KW - Cooperative fusion

KW - Grey relational analysis

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U2 - 10.1007/978-3-319-23989-7_38

DO - 10.1007/978-3-319-23989-7_38

M3 - 会议稿件

AN - SCOPUS:84951850299

SN - 9783319239873

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 370

EP - 379

BT - Intelligence Science and Big Data Engineering

A2 - He, Xiaofei

A2 - Zhou, Zhi-Hua

A2 - Gao, Xinbo

A2 - Liu, Zhi-Yong

A2 - Zhang, Yanning

A2 - Fu, Baochuan

A2 - Hu, Fuyuan

A2 - Zhang, Zhancheng

PB - Springer Verlag

T2 - 5th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2015

Y2 - 14 June 2015 through 16 June 2015

ER -

Xi R, Jin L, Zhang Y, Zhang F, Yang G, Ma M. A cooperative fusion method of multi-sensor image based on grey relational analysis. In He X, Zhou ZH, Gao X, Liu ZY, Zhang Y, Fu B, Hu F, Zhang Z, editors, Intelligence Science and Big Data Engineering: Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Revised Selected Papers. Springer Verlag. 2015. p. 370-379. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-23989-7_38

A cooperative fusion method of multi-sensor image based on grey relational analysis

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