Noise reduction for gradient-based multispectral image fusion

Jong Hyun Park; Moon Gi Kang

Noise reduction for gradient-based multispectral image fusion

Jong Hyun Park, Moon Gi Kang

Department of Electrical and Electronic Engineering

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

2 Citations (Scopus)

Abstract

In this paper, we propose a new noise reduction algorithm for the gradient-based fusion of multispectral images degraded by noise. The gradients resulted mainly from noise are less included in the fusion process than those from salient features according to a minimum mean square error (MMSE) criterion. The selection of appropriate stationary support region for the criterion is studied. Experimental results show that the proposed method is superior to pre- or post-processing methods of noise reduction based on MMSE criteria. The fused result of multispectral iris images is presented for an application to iris recognition.

Original language	English
Title of host publication	Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004
Editors	S.J. Ko
Pages	185-188
Number of pages	4
Publication status	Published - 2004
Event	Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004 - Seoul, Korea, Republic of Duration: 2004 Nov 18 → 2004 Nov 19

Publication series

Name	Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004

Other

Other	Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004
Country/Territory	Korea, Republic of
City	Seoul
Period	04/11/18 → 04/11/19

All Science Journal Classification (ASJC) codes

Engineering(all)

Cite this

Park, Jong Hyun ; Kang, Moon Gi. / Noise reduction for gradient-based multispectral image fusion. Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004. editor / S.J. Ko. 2004. pp. 185-188 (Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004).

@inproceedings{75793504c7ba42ceb3913de838ed9cfc,

title = "Noise reduction for gradient-based multispectral image fusion",

abstract = "In this paper, we propose a new noise reduction algorithm for the gradient-based fusion of multispectral images degraded by noise. The gradients resulted mainly from noise are less included in the fusion process than those from salient features according to a minimum mean square error (MMSE) criterion. The selection of appropriate stationary support region for the criterion is studied. Experimental results show that the proposed method is superior to pre- or post-processing methods of noise reduction based on MMSE criteria. The fused result of multispectral iris images is presented for an application to iris recognition.",

author = "Park, {Jong Hyun} and Kang, {Moon Gi}",

year = "2004",

language = "English",

isbn = "0780386396",

series = "Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004",

pages = "185--188",

editor = "S.J. Ko",

booktitle = "Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004",

note = "Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004 ; Conference date: 18-11-2004 Through 19-11-2004",

}

Park, JH & Kang, MG 2004, Noise reduction for gradient-based multispectral image fusion. in SJ Ko (ed.), Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004. Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004, pp. 185-188, Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004, Seoul, Korea, Republic of, 04/11/18.

Noise reduction for gradient-based multispectral image fusion. / Park, Jong Hyun; Kang, Moon Gi.
Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004. ed. / S.J. Ko. 2004. p. 185-188 (Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004).

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

TY - GEN

T1 - Noise reduction for gradient-based multispectral image fusion

AU - Park, Jong Hyun

AU - Kang, Moon Gi

PY - 2004

Y1 - 2004

N2 - In this paper, we propose a new noise reduction algorithm for the gradient-based fusion of multispectral images degraded by noise. The gradients resulted mainly from noise are less included in the fusion process than those from salient features according to a minimum mean square error (MMSE) criterion. The selection of appropriate stationary support region for the criterion is studied. Experimental results show that the proposed method is superior to pre- or post-processing methods of noise reduction based on MMSE criteria. The fused result of multispectral iris images is presented for an application to iris recognition.

AB - In this paper, we propose a new noise reduction algorithm for the gradient-based fusion of multispectral images degraded by noise. The gradients resulted mainly from noise are less included in the fusion process than those from salient features according to a minimum mean square error (MMSE) criterion. The selection of appropriate stationary support region for the criterion is studied. Experimental results show that the proposed method is superior to pre- or post-processing methods of noise reduction based on MMSE criteria. The fused result of multispectral iris images is presented for an application to iris recognition.

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M3 - Conference contribution

AN - SCOPUS:21444458059

SN - 0780386396

T3 - Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004

SP - 185

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BT - Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004

A2 - Ko, S.J.

T2 - Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004

Y2 - 18 November 2004 through 19 November 2004

ER -

Noise reduction for gradient-based multispectral image fusion

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All Science Journal Classification (ASJC) codes

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