• DocumentCode
    238474
  • Title

    Noise distribution on various blocks of image and their analysis

  • Author

    Javeriya, Gourav Kumar ; Gupta, Deepika ; Gupta, Swastik ; Dahiya, Anil Kumar

  • Author_Institution
    IT Dept., Gov. Eng. Coll., Ajmer, India
  • fYear
    2014
  • fDate
    27-29 Nov. 2014
  • Firstpage
    169
  • Lastpage
    174
  • Abstract
    In this paper we work on noise analysis on blocks of images. We introduced a technique through which we are observing the effect of noise on various blocks of an image. Finally we are resultant the maximum and minimum effect of noise. For the proposed work we are considering only Gaussian noise. PSNR and SNR values are calculated for images with and without blocks. Proposed work has been implemented on many images of same format. This paper is highly beneficial for reducing the noise to only those blocks which are highly affected instead of applying the process of noise removal on whole image. This can reduce the processing time highly on the cost of small considerable noise. Also, the another advantage of this approach is that in the real time system, the blocks of image having high value of noise can be determined and can be processed further leaving the blocks with the low values of noise. This can effectively reduce the processing time without applying an extra effort.
  • Keywords
    Gaussian noise; image denoising; Gaussian noise; PSNR values; SNR values; image blocks; noise analysis; noise distribution; noise removal; Educational institutions; Gaussian noise; Image segmentation; Informatics; PSNR; Blocks; Gaussian Noise; Image; PSNR; SNR;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Contemporary Computing and Informatics (IC3I), 2014 International Conference on
  • Conference_Location
    Mysore
  • Type

    conf

  • DOI
    10.1109/IC3I.2014.7019581
  • Filename
    7019581