• DocumentCode
    3370244
  • Title

    Tchebichef Moment Transform for colour image dithering

  • Author

    Rahmalan, Hidayah ; Ernawan, Ferda ; Abu, Nur Azman

  • Author_Institution
    Fac. of Inf. & Commun. Technol., Univ. Teknikal Malaysia Melaka, Durian Tunggal, Malaysia
  • Volume
    2
  • fYear
    2012
  • fDate
    12-14 June 2012
  • Firstpage
    866
  • Lastpage
    871
  • Abstract
    Currently, small mobile devices may not have the capability to display high fidelity true colour images. It is expected to have limited capability in computational power and storage. However, a small mobile device is expected to perform efficiently in displaying images. A dithering technique is called for here in order to improve the perceptual visual quality of the limited bit depth images. Typically, a true colour image is reduced down to fewer bits per pixel. In order to efficiently dither a colour image on small mobile devices, this paper proposes 2×2 Tchebichef Moment Transform (TMT) approach. Earlier, a 2×2 Discrete Wavelet Transform (DWT) has been proposed for better image quality on dithering. The 2×2 TMT has been chosen since it performs better than the 2×2 DWT. TMT incorporates simplified mathematical framework technique using matrices. The result shows that 2×2 TMT gives perceptually better quality on colour image dithering in significantly efficient fashion.
  • Keywords
    discrete wavelet transforms; image colour analysis; matrix algebra; mobile handsets; DWT; TMT approach; Tchebichef moment transform approach; computational power; computational storage; discrete wavelet transform; image colour dithering; mathematical framework technique; matrices; mobile devices; perceptual visual quality; Discrete wavelet transforms; Filtering; Image color analysis; Image reconstruction; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent and Advanced Systems (ICIAS), 2012 4th International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4577-1968-4
  • Type

    conf

  • DOI
    10.1109/ICIAS.2012.6306136
  • Filename
    6306136