• DocumentCode
    169520
  • Title

    A threshold based Directional Weighted Median Filter for Removal of Random Impulses in thermal images

  • Author

    Sarkar, Anirban ; Changder, Suvamoy ; Mandal, Jyotsana Kumar

  • Author_Institution
    Dept. of Comput. Applic., NIT Durgapur, Durgapur, India
  • fYear
    2014
  • fDate
    9-11 Jan. 2014
  • Firstpage
    69
  • Lastpage
    74
  • Abstract
    In this paper a Threshold based Directional Weighted Median (TDWM) Filter for Removal of Random valued Impulse Noises (RVIN) from digital and Infrared Images, has been proposed. This filter works in two phases; at first it detects the impulses, and then replaces the pixels affected with impulses by an estimated value. This filter works efficiently in suppressing impulses from both digital images and infrared images highly corrupted with random valued impulses. Extensive simulations show that proposed filter provides better results than existing filters in suppressing impulses.
  • Keywords
    image denoising; impulse noise; infrared imaging; median filters; RVIN; TDWM filter; digital images; infrared images; random impulse removal; random valued impulse noises; thermal images; threshold based directional weighted median filter; Filtering algorithms; Image restoration; Noise measurement; PSNR; Roads; Digital & Infra-red image; Filter; Noise Reduction; PSNR; Random Valued Impulse Noise (RVIN);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Business and Information Management (ICBIM), 2014 2nd International Conference on
  • Conference_Location
    Durgapur
  • Print_ISBN
    978-1-4799-3263-4
  • Type

    conf

  • DOI
    10.1109/ICBIM.2014.6970936
  • Filename
    6970936