DocumentCode
1849944
Title
Video Image Targets Detection Based on the Largest Lyapunov Exponent
Author
Yang, Shaoqing ; He, Sihua ; Lin, Hongwen
Author_Institution
Dalian Naval Acad., Dalian
fYear
2008
fDate
18-21 Nov. 2008
Firstpage
2973
Lastpage
2977
Abstract
This paper analyses the characteristic of chaotic sea background and proposes a new approach of detecting sea targets. Based on the principle of phase space reconstruction and the largest Lyapunov exponent calculating, we develops a new algorithm which can estimate the largest Lyapunov exponent of chaotic two dimensional image signals. Experimental results show that the proposed method can detect ship targets form complicated sea background effectively. It is proved that the image largest Lyapunov exponent is an efficient characteristic of sea target.
Keywords
Lyapunov methods; chaos; image reconstruction; object detection; video signal processing; chaotic sea background; chaotic two dimensional image signals; largest Lyapunov exponent; phase space reconstruction; sea targets detection; video image targets detection; Chaos; Delay effects; Helium; Image analysis; Image reconstruction; Marine vehicles; Object detection; Phase estimation; Sea surface; Videoconference; Chaos; image; target detect; the largest Lyapunov exponent;
fLanguage
English
Publisher
ieee
Conference_Titel
Young Computer Scientists, 2008. ICYCS 2008. The 9th International Conference for
Conference_Location
Hunan
Print_ISBN
978-0-7695-3398-8
Electronic_ISBN
978-0-7695-3398-8
Type
conf
DOI
10.1109/ICYCS.2008.45
Filename
4709457
Link To Document