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An infrared small target detection method based on the least squares support vector machine (LS-SVM) is proposed. The LS-SVM model is applied to generate a row and a column directional highpass template filters. By filtering the original infrared image with the two templates, respectively, and fusing the two filtered images, the possible small target can be extracted. Experimental results demonstrate that the presented method is robust and efficient.
Published in:
Electronics Letters
(Volume:45
,
Issue:
3
)
Date of Publication: January 29 2009
- Page(s):
- 156 - 158
- ISSN :
- 0013-5194
- INSPEC Accession Number:
- 10540551
- Digital Object Identifier :
- 10.1049/el:20092206
- Product Type:
- Journals & Magazines
- Date of Current Version :
- 02 February 2009
- Issue Date :
- January 29 2009
- Sponsored by :
- Institution of Engineering and Technology
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