DocumentCode
1823923
Title
Infrared Small Weak Target Detection via HOSA
Author
Zhang, Gaoyu
Author_Institution
Comput. Sci. Inst., Fudan Univ., Shanghai, China
Volume
1
fYear
2009
fDate
18-20 Aug. 2009
Firstpage
431
Lastpage
434
Abstract
After the characteristics and shortage of some old algorithm about the infrared small weak targets detection being analyzed, a kind of new detection algorithm via high order spectral analysis is proposed for single frame image. Taking the gray level data of the image ground as the noise signal, the gray level data of small weak targets as the harmonic signal mixed in the noise signal, the gray level data of row and arrange pixel in image are processed via power spectral analysis and high order cumulation analysis to restrain noise and detect harmonic. The distinguishability of detection lies on the piece of the rows being spectrum analyzed on the same time. The advantage of the algorithm consists of adopting the same examine theory, easy accomplishment, having the higher accuracy, and needing data limited by the single frame image only. Finally an example applied the detection algorithm is given.
Keywords
harmonic analysis; infrared imaging; object detection; spectral analysis; gray level data; harmonic detection; harmonic signal; high order cumulation analysis; high order spectral analysis; infrared small weak target detection; noise signal; power spectral analysis; single frame image; Detection algorithms; Image analysis; Infrared detectors; Infrared imaging; Infrared spectra; Noise level; Object detection; Power system harmonics; Signal processing; Spectral analysis; high order spectral analysis; infrared image; single frame; small weak targets;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Assurance and Security, 2009. IAS '09. Fifth International Conference on
Conference_Location
Xian
Print_ISBN
978-0-7695-3744-3
Type
conf
DOI
10.1109/IAS.2009.182
Filename
5284173
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