• DocumentCode
    3377450
  • Title

    An efficient denoising chip for the removal of impulse noise

  • Author

    Lien, Chih-Yuan ; Chen, Pei-Yin ; Chang, Li-Yuan ; Lin, Yi-Ming ; Chang, Po-Kai

  • Author_Institution
    Dept. of Inf. Manage., Chia Nan Univ. of Pharmacy & Sci., Tainan, Taiwan
  • fYear
    2010
  • fDate
    May 30 2010-June 2 2010
  • Firstpage
    1169
  • Lastpage
    1172
  • Abstract
    In this paper, we present an efficient chip for the removal of impulse noise in images. Our design uses a mask on each pixel in the image to determine whether it is likely being corrupted by random-valued impulse noise or not. After noise detection, we reconstruct the noisy pixel by considering the possible edges existed in the mask and applying a median filter on it. The memory requirement of the proposed method is quite small. The experimental results demonstrate that our method achieves excellent performance in quantitative evaluation and visual quality. An efficient VLSI architecture for this scheme is developed and it yields a processing rate of about 200 MHz by using TSMC 0.18 μm technology.
  • Keywords
    VLSI; edge detection; image denoising; image reconstruction; impulse noise; median filters; random noise; TSMC technology; VLSI architecture; edge detection; impulse noise removal; median filter; noise detection; noisy pixel reconstruction; quantitative performance evaluation; random-valued impulse noise; size 0.18 mum; visual quality; Computer architecture; Detectors; Filtering; Filters; Gray-scale; Image edge detection; Image reconstruction; Noise reduction; Pixel; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on
  • Conference_Location
    Paris
  • Print_ISBN
    978-1-4244-5308-5
  • Electronic_ISBN
    978-1-4244-5309-2
  • Type

    conf

  • DOI
    10.1109/ISCAS.2010.5537308
  • Filename
    5537308