• Title of article

    Structure and texture filling-in of missing image blocks in wireless transmission and compression applications

  • Author/Authors

    G.، Sapiro, نويسنده , , S.D.، Rane, نويسنده , , M.، Bertalmio, نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2003
  • Pages
    8
  • From page
    296
  • To page
    303
  • Abstract
    An approach for filling-in blocks of missing data in wireless image transmission is presented. When compression algorithms such as JPEG are used as part of the wireless transmission process, images are first tiled into blocks of 8 * 8 pixels. When such images are transmitted over fading channels, the effects of noise can destroy entire blocks of the image. Instead of using common retransmission query protocols, we aim to reconstruct the lost data using correlation between the lost block and its neighbors. If the lost block contained structure, it is reconstructed using an image inpainting algorithm, while texture synthesis is used for the textured blocks. The switch between the two schemes is done in a fully automatic fashion based on the surrounding available blocks. The performance of this method is tested for various images and combinations of lost blocks. The viability of this method for image compression, in association with lossy JPEG, is also discussed.
  • Keywords
    developable surface , electromagnetic scattering , Physical optics , radar backscatter
  • Journal title
    IEEE TRANSACTIONS ON IMAGE PROCESSING
  • Serial Year
    2003
  • Journal title
    IEEE TRANSACTIONS ON IMAGE PROCESSING
  • Record number

    100451