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
Link To Document :
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