• DocumentCode
    1591918
  • Title

    A Novel Image Inpainting Technique Based on Bandelet Transform

  • Author

    Hung, Kuo-Ming ; Hsieh, Ching-Tang

  • Author_Institution
    Dept. of Electr. Eng., TamKang Univ., Tamsui, Taiwan
  • Volume
    2
  • fYear
    2010
  • Firstpage
    133
  • Lastpage
    137
  • Abstract
    This study proposes a novel image inpainting technique based on bandelet transform. This technique using multi-resolution layer to carry out image restoration, it mainly utilizes the geometrical flow of the neighboring texture of the damaged region as the basis of restoration. Firstly, According to these geometrical flows of image to carry out the warp transform, it makes the textural variation transforms into the nearest domain axis. Then utilizes the bandelet decomposition method to decompose the non-related texture into different bands, and combines the affine searching method to carry out the image restoration. The proposed method can simplify the complexity of the repairing decision method, and improve the performance of image inpainting under HVS. Especially for image with many geometry edges, the performance of image inpainting is very remarkable using the proposed technique.
  • Keywords
    decision making; image resolution; image restoration; image texture; painting; wavelet transforms; HVS; bandelet decomposition method; bandelet transform; decision method; human visual system; image geometrical flows; image inpainting technique; image restoration; multiresolution layer; nonrelated texture; textural variation transforms; warp transform; Algorithm design and analysis; Computational modeling; Computer simulation; Geometry; Image analysis; Image restoration; Image retrieval; Image texture analysis; Performance analysis; Space technology; Affine Searching; Bandelet Transform; Image Inpainting; Multi-Resolution; Warp Transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Modeling and Simulation, 2010. ICCMS '10. Second International Conference on
  • Conference_Location
    Sanya, Hainan
  • Print_ISBN
    978-1-4244-5642-0
  • Electronic_ISBN
    978-1-4244-5643-7
  • Type

    conf

  • DOI
    10.1109/ICCMS.2010.300
  • Filename
    5421109