• DocumentCode
    2032097
  • Title

    Development of moving target detection based on image processing techniques

  • Author

    Islam, Md Saiful ; Jung-Chul Lee ; Kabju Hwang ; Uipil Chong

  • fYear
    2015
  • fDate
    28-30 July 2015
  • Firstpage
    734
  • Lastpage
    738
  • Abstract
    In order to effectively detect moving targets in strong noise conditions, we proposed an image processing method based on wavelet and Hough transform (HT) for multiple moving targets detection. Firstly, the noise is removed from the received signal by the wavelet technique. We propose an improved wavelet threshold function. The new threshold function not only reduces constant error of soft thresholding but also improve the discontinuity of hard thresholding. Secondly, the image processing technique of the Hough transform is used. The benefits of this method include improved performance of detection, implementation flexibility, which indicates the effectiveness and robustness of the algorithm.
  • Keywords
    Hough transforms; image denoising; image segmentation; object detection; wavelet transforms; HT; Hough transform; image processing technique; moving target detection; noise removal; wavelet threshold function; wavelet transform; Noise; Noise reduction; Radar detection; Radar tracking; Wavelet transforms; Hough transform; Image processing; signal to noise ratio; wavelet de-noising;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Science and Information Conference (SAI), 2015
  • Conference_Location
    London
  • Type

    conf

  • DOI
    10.1109/SAI.2015.7237224
  • Filename
    7237224