• 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