DocumentCode :
1593510
Title :
A Small Target Detection Algorithm Based on Immune Computation and Infrared Background Suppression
Author :
Kanglin, Gao ; Mei, Dong ; Wei, Cheng
Author_Institution :
Shandong Univ. of Finance, Jinan
Volume :
3
fYear :
2007
Firstpage :
630
Lastpage :
634
Abstract :
This research paper investigates a target extraction method of infrared point targets and proposes a type of space-time combined target detection algorithm. Starting from the detected target information which has a low signal-to-noise ratio and with very few target characteristics from a small target infrared image formation, it uses an algorithm for least squares involution filtering of the space with changing self-adapted restraints to process single frame images and suppress any background noise. In processing the images in this way a Gaussian white noise sequence is obtained. Then according to the relevance and continuity of the target movement and by adopting an intelligent path matching technology based on immunity computation the target is detected and the moving target path is obtained.
Keywords :
AWGN; Gaussian noise; filtering theory; image denoising; infrared imaging; least squares approximations; object detection; white noise; Gaussian white noise sequence; background noise; immune computation; infrared background suppression; infrared point targets; intelligent path matching technology; signal-to-noise ratio; single frame images; small target detection algorithm; space-time combined target detection algorithm; target extraction method; Data mining; Filtering algorithms; Information filtering; Infrared detectors; Infrared imaging; Least squares methods; Object detection; Optical computing; Signal to noise ratio; Space technology; Immune Computation; background suppression; infrared image; target detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
Type :
conf
DOI :
10.1109/ICNC.2007.141
Filename :
4344588
Link To Document :
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