• DocumentCode
    535102
  • Title

    New Alternating Sequential Filters and the application for impulsive noise removal

  • Author

    Bai, Xiangzhi ; Zhou, Fugen

  • Author_Institution
    Image Process. Center, Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
  • Volume
    3
  • fYear
    2010
  • fDate
    16-18 Oct. 2010
  • Firstpage
    1088
  • Lastpage
    1091
  • Abstract
    Alternating Sequential Filters (ASFs) are important composing operations of mathematical morphology in different applications. However, because of the image detail smoothing of the opening and closing operations in ASFs, ASFs can not perform very well. New top-hat transform had been proposed through reconstructing the used structuring elements, which can protect image details. And, the main operations in new top-hat transform can achieve the same purpose of opening or closing for bright or black feature extraction. In light of this, a new class of ASFs based on new top-hat transform is proposed in this paper. An application of impulsive noise suppression is used to show the efficient performance of new ASFs. Experimental results show that new ASFs perform better than ASFs, and can be widely used in different applications.
  • Keywords
    feature extraction; filtering theory; image denoising; impulse noise; mathematical morphology; transforms; alternating sequential filters; feature extraction; image detail smoothing; image details; impulsive noise removal; impulsive noise suppression; mathematical morphology; top-hat transform; Feature extraction; Morphology; PSNR; Smoothing methods; Transforms; ASFs; impulsive noise suppression; mathematical morphology; structuring element; top-hat transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2010 3rd International Congress on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4244-6513-2
  • Type

    conf

  • DOI
    10.1109/CISP.2010.5646889
  • Filename
    5646889