• DocumentCode
    1420323
  • Title

    Quadrants dynamic histogram equalization for contrast enhancement

  • Author

    Ooi, Chen Hee ; Isa, Nor Ashidi Mat

  • Author_Institution
    Imaging & Intell. Syst. Res. Team (ISRT), Univ. Sains Malaysia, Nibong Tebal, Malaysia
  • Volume
    56
  • Issue
    4
  • fYear
    2010
  • fDate
    11/1/2010 12:00:00 AM
  • Firstpage
    2552
  • Lastpage
    2559
  • Abstract
    In this paper, we introduce a histogram equalization (HE)-based technique, called quadrant dynamic histogram equalization (QDHE), for digital images captured from consumer electronic devices. Initially, the proposed QDHE algorithm separates the histogram into four (quadrant) sub-histograms based on the median of the input image. Then, the resultant sub-histograms are clipped according to the mean of intensity occurrence of input image before new dynamic range is assigned to each sub-histogram. Finally, each sub-histogram is equalized. Based on extensive simulation results, the QDHE method outperforms some methods existing in literature, which can be considered as state-of-the-arts, by producing clearer enhanced images without any intensity saturation, noise amplification, and over-enhancement. Furthermore, image details of the processed image are well preserved and highlighted. For this reason, the proposed QDHE algorithm is suitable for images captured in low-light environments - an unavoidable situation by many consumer electronics products such as camera devices in cell phone.
  • Keywords
    consumer electronics; equalisers; image enhancement; QDHE; consumer electronic devices; contrast enhancement; digital images; image enhancement; quadrants dynamic histogram equalization; Brightness; Dynamic range; Helium; Heuristic algorithms; Histograms; Marine animals; Pixel; Histogram equalization, dynamic histogram equalization, contrast enhancement, partitioned histogram.;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2010.5681140
  • Filename
    5681140