DocumentCode
2806650
Title
Application of Multispectral Image in the Detection of Small Target
Author
Yan Peng ; Liu Xue-bin ; Hu Bing-liang ; Shao Xiu-juan
Author_Institution
Lab. of Spectral Imaging Tech., Chinese Acad. of Sci., Xi´an, China
fYear
2009
fDate
19-20 Dec. 2009
Firstpage
1
Lastpage
4
Abstract
This paper introduced the detection of small targets using multi-spectral data and the modified method of constrained energy minimization (CEM). Also in this paper, we used iterative error analysis (IEA) method to obtain the endmember and get the spectral data of target´s end member, then substituted the endmember´s spectral date in modified CEM equation to detect the interesting small targets successfully. The simulative results show that this method reduces the false alarm largely and it does not need the object´s post spectral information, so it is more applicable.
Keywords
iterative methods; object detection; constrained energy minimization; iterative error analysis method; multispectral image data; small target detection; Eigenvalues and eigenfunctions; Equations; Error analysis; Filters; Iterative methods; Minimization methods; Multispectral imaging; Object detection; Remote sensing; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-4994-1
Type
conf
DOI
10.1109/ICIECS.2009.5362752
Filename
5362752
Link To Document