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An efficient down-sampling method for multiresolution image completion

Shariatzadeh, S. M ; Sharif University of Technology

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  1. Type of Document: Article
  2. DOI: 10.1109/IranianMVIP.2011.6121572
  3. Abstract:
  4. Image completion is an active subject in image and video processing, which deals with recovering the missing or removed parts of a given 2-D or 3-D data. Here, we present a method to efficiently build the multiresolution pyramid for a partially-missing image, by which, multiresolution image completion can be efficiently initialized and performed. Using this approach, we improve our previous algorithm for multiresolution image completion, especially when the inputs suffer spread missing areas. In comparison with the overall process of image completion, the computational and space complexity of the proposed method for building multiresolution pyramid is eligible. The obtained results of our proposed method show the effectiveness
  5. Keywords:
  6. Down-sampling image signals ; Hierarchical image processing ; Image and video completion ; Downsampling ; Image and video processing ; Image completion ; Image signal ; Multi-resolutions ; Multiresolution images ; Space complexity ; Video completion ; Computer vision ; Three dimensional
  7. Source: 2011 7th Iranian Conference on Machine Vision and Image Processing, MVIP 2011 - Proceedings ; 2011 ; 9781457715358 (ISBN)
  8. URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6121572