• DocumentCode
    261166
  • Title

    Reconstruction of images with exemplar based image inpainting and patch propagation

  • Author

    Ishi, Manoj S. ; Singh, Lokesh ; Agrawal, Manish

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Technocrats Inst. of Technol., Bhopal, India
  • fYear
    2014
  • fDate
    27-28 Feb. 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    When we consider the digital images then there is strong possibility of images may get corrupted so recovery of partially damage, corrupted and modified image plays very important role in Digital Image processing. The technique which used to perform this recovering operation is known as image inpainting. In this paper we studied and reviewed two algorithms Exemplar Base Inpainting and Progressive Image Inpainting based on Wavelet Transform. These algorithms consider the surrounding information of image to get the patch based technique for completing missing regions to recover original image. To found the patch we come to know the approach, which is extension of progressive adaptive method for patch propagation. This Algorithm will help out to find patch. In this paper, two techniques are proposed to enhance the performance of Criminisis algorithm which is algorithm to inpaint image with exemplar-based approach. First, to reduce the computational complexity of global searching a gradient-based searching is developed, which drastically lowers the complexity value. Second, the patch matching process is modified with a distance-dependent criterion, such that the accuracy of the best matching candidate is enhanced.
  • Keywords
    computational complexity; gradient methods; image matching; image restoration; search problems; wavelet transforms; Criminisis algorithm; computational complexity; distance-dependent criterion; exemplar based image inpainting; global search; gradient-based search; image reconstruction; original image recovery; patch matching process; patch propagation; progressive adaptive method; progressive image inpainting; wavelet transform; Accuracy; Algorithm design and analysis; Computer science; Educational institutions; Image reconstruction; Wavelet transforms; exemplar; gradient-based; image inpainting; patch; patch propagation; wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Communication and Embedded Systems (ICICES), 2014 International Conference on
  • Conference_Location
    Chennai
  • Print_ISBN
    978-1-4799-3835-3
  • Type

    conf

  • DOI
    10.1109/ICICES.2014.7034051
  • Filename
    7034051