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
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;
Conference_Titel :
Information Science and Engineering (ICISE), 2009 1st International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4909-5
DOI :
10.1109/ICISE.2009.615