Image replacement through texture synthesis

  • Authors:
  • H. Igehy;L. Pereira

  • Affiliations:
  • -;-

  • Venue:
  • ICIP '97 Proceedings of the 1997 International Conference on Image Processing (ICIP '97) 3-Volume Set-Volume 3 - Volume 3
  • Year:
  • 1997

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Abstract

Photographs and images often have regions which are in some sense flawed. Often, there may be a stain or an undesired feature covering a significant portion of the image, and an algorithm that can "fix" the image is desired. We propose a technique based on Heeger and Bergen's texture synthesis algorithm (1995). By integrating a composition step into the aforementioned algorithm one portion of the image can be substituted with a synthetic texture derived from another portion of the image. The goal of this synthetic texture is to create a plausible patch without visible seams or repetitive features. We compare this technique, which works on areas that are "stochastic" in nature, with other variations of image replacement which utilize a combination of image composition and texture synthesis.