• DocumentCode
    116678
  • Title

    Correction of the overexposed region in digital color image

  • Author

    Dae-Hong Lee ; Yeo-Jin Yoon ; Min-Young Cho ; Sung-Jea Ko

  • Author_Institution
    Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
  • fYear
    2014
  • fDate
    10-13 Jan. 2014
  • Firstpage
    224
  • Lastpage
    225
  • Abstract
    The overexposure usually occurs in the digital image due to the limited dynamic range of the low dynamic range (LDR) displays. In this paper, we propose a novel method to correct the overexposed region in the image, which consists of the lightness recovery and the color correction. In the proposed method, the lightness in the overexposed region is modeled as a two-dimensional Gaussian function, and a new energy functional of both the Gaussian modeled lightness and the gradients of the original image is minimized to recover the lightness. For correcting the color, we apply the bilateral filter with weights obtained using the recovered lightness to the color of the overexposed region. The algorithm´s performance is experimentally compared to state-of-the-art algorithm, demonstrating comparable or favorable results.
  • Keywords
    Gaussian processes; filtering theory; image colour analysis; Gaussian modeled lightness recovery; LDR displays; bilateral filter; digital color image correction; energy functional; low-dynamic range displays; original image gradients; overexposed region color correction; two-dimensional Gaussian function; Color; Correlation; Digital images; Dynamic range; Educational institutions; Heuristic algorithms; Image color analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics (ICCE), 2014 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • ISSN
    2158-3994
  • Print_ISBN
    978-1-4799-1290-2
  • Type

    conf

  • DOI
    10.1109/ICCE.2014.6775982
  • Filename
    6775982