DocumentCode
2219353
Title
Gabor Transform Application in Feature Description of Underwater Echo Signal
Author
Yang Shubin ; Cui Wanlong ; Wang Huaxi
Author_Institution
Sch. of Electr. & Info. Eng., Wuhan Inst. of Technol., Wuhan, China
fYear
2009
fDate
26-28 Dec. 2009
Firstpage
566
Lastpage
569
Abstract
For the nonstationarity of target echo signals acquired by laser underwater target detecting system and the relevance between target echo signal and noise, in virtue of texture analysis of image processing, Gabor transform is used to localize the target echo signal in both time and frequency domain. Then the second features are extracted on Gabor transform coefficients matrix. After that trace of Gabor transform coefficients matrix and various eigenvalues are constructed to describe the target echo signal integrated texture information features. Experiments prove that features extracted on different targets by the proposed method are different and different targets can be effectively differentiated by these features.
Keywords
Gabor filters; echo; eigenvalues and eigenfunctions; feature extraction; image processing; object detection; underwater acoustic communication; Gabor transform; eigenvalues; feature description; image processing; integrated texture information features; laser underwater target detecting system; texture analysis; underwater echo signal; Data mining; Feature extraction; Frequency domain analysis; Image analysis; Image processing; Image texture analysis; Laser noise; Signal analysis; Signal processing; Underwater tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ICISE), 2009 1st International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-4909-5
Type
conf
DOI
10.1109/ICISE.2009.615
Filename
5455004
Link To Document