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
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;
Conference_Titel :
Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4994-1
DOI :
10.1109/ICIECS.2009.5362752