• DocumentCode
    2234337
  • Title

    A novel frequency domain approach to automated pseudo-colouring of images

  • Author

    Navas, K.A. ; Naveen, P.R. ; Thottan, G. ; Jayadevan, R. ; Assim, S.

  • Author_Institution
    Gov. Eng. Coll., Thrissur, India
  • fYear
    2011
  • fDate
    22-24 Sept. 2011
  • Firstpage
    533
  • Lastpage
    536
  • Abstract
    Pseudo colouring is widely used to colour monochrome images or to artificially colour an existing colour image to highlight specific features in that image or to enhance visual quality. A novel automated pseudo-colouring technique is proposed in this paper. The proposed method comprises of two steps; reference image selection from the database and colour transfer using histogram interpolation. The first step relies on Content Based Image Retrieval (CBIR) using wavelet transform. The performance of our method is compared with other automated pseudo-colouring approaches through visual inspection based on MOS (Mean Opinion Score). The simulation results prove that the proposed method has many merits compared to existing techniques.
  • Keywords
    content-based retrieval; feature extraction; frequency-domain analysis; image colour analysis; image enhancement; image retrieval; wavelet transforms; MOS; artificial colouring; automated image pseudocolouring; colour monochrome images; colour transfer; content based image retrieval; histogram interpolation; image visual quality enhancement; mean opinion score; novel frequency domain approach; reference image selection; visual inspection; wavelet transform; Databases; Histograms; Image color analysis; Interpolation; Mood; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Advances in Intelligent Computational Systems (RAICS), 2011 IEEE
  • Conference_Location
    Trivandrum
  • Print_ISBN
    978-1-4244-9478-1
  • Type

    conf

  • DOI
    10.1109/RAICS.2011.6069369
  • Filename
    6069369