An algorithm of dim and small target detection based on wavelet transform and image fusion

Jie Zhao; Fuxiang Liu; Bo Mo

doi:10.1109/ISCID.2012.162

An algorithm of dim and small target detection based on wavelet transform and image fusion

Jie Zhao^*, Fuxiang Liu, Bo Mo

^*Corresponding author for this work

School of Aerospace Engineering

Beijing Institute of Technology

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

15 Citations (Scopus)

Abstract

According to the needs of dim and small target detection, a new detection algorithm based on wavelet transform and image fusion is put forward in the paper. In this algorithm, firstly, the original image is decomposed and reconstructed by wavelet and it is separated into a low frequency image and some high frequency images., secondly, the low frequency image is removed and the high frequency images are fused into a new image , finally, the fused image is segmented with threshold and the target is detected and signed. After the flight test validation, this algorithm has better accuracy and stability.

Original language	English
Title of host publication	Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012
Pages	43-45
Number of pages	3
DOIs	https://doi.org/10.1109/ISCID.2012.162
Publication status	Published - 2012
Event	2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012 - Hangzhou, China Duration: 28 Oct 2012 → 29 Oct 2012

Publication series

Name	Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012
Volume	2

Conference

Conference	2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012
Country/Territory	China
City	Hangzhou
Period	28/10/12 → 29/10/12

Keywords

Dim and small target
Image fusion
Target detection
Wavelet transform

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10.1109/ISCID.2012.162

Cite this

Zhao, J., Liu, F., & Mo, B. (2012). An algorithm of dim and small target detection based on wavelet transform and image fusion. In Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012 (pp. 43-45). Article 6405561 (Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012; Vol. 2). https://doi.org/10.1109/ISCID.2012.162

@inproceedings{d6f76371c4284a8b8af9deb40b0c5a87,

title = "An algorithm of dim and small target detection based on wavelet transform and image fusion",

abstract = "According to the needs of dim and small target detection, a new detection algorithm based on wavelet transform and image fusion is put forward in the paper. In this algorithm, firstly, the original image is decomposed and reconstructed by wavelet and it is separated into a low frequency image and some high frequency images., secondly, the low frequency image is removed and the high frequency images are fused into a new image , finally, the fused image is segmented with threshold and the target is detected and signed. After the flight test validation, this algorithm has better accuracy and stability.",

keywords = "Dim and small target, Image fusion, Target detection, Wavelet transform",

author = "Jie Zhao and Fuxiang Liu and Bo Mo",

year = "2012",

doi = "10.1109/ISCID.2012.162",

language = "English",

isbn = "9780769548111",

series = "Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012",

pages = "43--45",

booktitle = "Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012",

note = "2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012 ; Conference date: 28-10-2012 Through 29-10-2012",

}

Zhao, J, Liu, F & Mo, B 2012, An algorithm of dim and small target detection based on wavelet transform and image fusion. in Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012., 6405561, Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012, vol. 2, pp. 43-45, 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012, Hangzhou, China, 28/10/12. https://doi.org/10.1109/ISCID.2012.162

An algorithm of dim and small target detection based on wavelet transform and image fusion. / Zhao, Jie; Liu, Fuxiang ; Mo, Bo.
Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012. 2012. p. 43-45 6405561 (Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012; Vol. 2).

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

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AU - Zhao, Jie

AU - Liu, Fuxiang

AU - Mo, Bo

PY - 2012

Y1 - 2012

N2 - According to the needs of dim and small target detection, a new detection algorithm based on wavelet transform and image fusion is put forward in the paper. In this algorithm, firstly, the original image is decomposed and reconstructed by wavelet and it is separated into a low frequency image and some high frequency images., secondly, the low frequency image is removed and the high frequency images are fused into a new image , finally, the fused image is segmented with threshold and the target is detected and signed. After the flight test validation, this algorithm has better accuracy and stability.

AB - According to the needs of dim and small target detection, a new detection algorithm based on wavelet transform and image fusion is put forward in the paper. In this algorithm, firstly, the original image is decomposed and reconstructed by wavelet and it is separated into a low frequency image and some high frequency images., secondly, the low frequency image is removed and the high frequency images are fused into a new image , finally, the fused image is segmented with threshold and the target is detected and signed. After the flight test validation, this algorithm has better accuracy and stability.

KW - Dim and small target

KW - Image fusion

KW - Target detection

KW - Wavelet transform

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U2 - 10.1109/ISCID.2012.162

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M3 - Conference contribution

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T3 - Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012

SP - 43

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BT - Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012

T2 - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012

Y2 - 28 October 2012 through 29 October 2012

ER -

Zhao J, Liu F , Mo B. An algorithm of dim and small target detection based on wavelet transform and image fusion. In Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012. 2012. p. 43-45. 6405561. (Proceedings - 2012 5th International Symposium on Computational Intelligence and Design, ISCID 2012). doi: 10.1109/ISCID.2012.162

An algorithm of dim and small target detection based on wavelet transform and image fusion

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