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Structure and texture image inpainting

Hesabi, S ; Sharif University of Technology

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  1. Type of Document: Article
  2. DOI: 10.1109/ICSIP.2010.5697453
  3. Abstract:
  4. Inpainting refers to the task of filling in the missing or damaged regions of an image in an undetectable manner. We have an image to be reconstructed in a user-defined region. We use a fast decomposition method to obtain two components of the image, namely structure and texture. Reconstruction of each component is performed separately. The missing information in the structure component is reconstructed using a structure inpainting algorithm, while the texture component is repaired by a texture synthesis technique. To obtain the inpainted image, the two reconstructed components are composed together. Taking advantage of both the structure inpainting methods and texture synthesis techniques, we designed an effective image reconstruction method. Comparative reconstructed test images show the merits of our proposed approach in providing high quality inpainted images
  5. Keywords:
  6. Image decomposition ; Image inpainting ; Texture ; Damaged region ; Fast decomposition ; Filling in ; High quality ; Image reconstruction methods ; Inpainting ; Inpainting method ; Missing information ; Structure ; Structure component ; Test images ; Texture components ; Texture image inpainting ; Texture synthesis ; Two-component ; Image reconstruction ; Imaging systems ; Textures
  7. Source: Proceedings of the 2010 International Conference on Signal and Image Processing, ICSIP 2010, 15 December 2010 through 17 December 2010 ; 2010 , Pages 119-124 ; 9781424485949 (ISBN)
  8. URL: http://ieeexplore.ieee.org/document/5697453/?reload=true