• DocumentCode
    3403042
  • Title

    Image inpainting based on pyramids

  • Author

    Farid, M. Shahid ; Khan, Hassan ; Mahmood, Arif

  • Author_Institution
    Punjab Univ. Coll. of Inf. Technol., Univ. of the Punjab, Lahore, Pakistan
  • fYear
    2010
  • fDate
    24-28 Oct. 2010
  • Firstpage
    711
  • Lastpage
    715
  • Abstract
    Image inpainting is a technique used to automatically recover the damaged or missing regions in digital images or used to remove the unwanted objects from images. This paper presents a novel approach for recovering the damaged regions of digital images based on pyramids. The idea is to generate the pyramids of the image to the level where all the damaged pixels are fully eliminated. Then the damaged pixels are filled in from the bottom pyramid to the top. In pyramid image at level i, the damaged pixels are filled in from the EXPANDED pyramid image at level i -1, and so on up to the level 0 pyramid. The proposed technique has been tested over a large verity of images and shown excellent results to restore small damaged regions and satisfactory results for large damaged regions.
  • Keywords
    image restoration; damaged pixel; damaged region; digital image; image inpainting; image restoration; image retouch; image scratch removal; missing region; pyramid image; unwanted object; Image edge detection; Image restoration; Mathematical model; Pixel; Signal to noise ratio; TV; Image Inpainting; Image Restoration; Image Retouch; Image Scratch Removal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2010 IEEE 10th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5897-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2010.5655758
  • Filename
    5655758