• DocumentCode
    1335722
  • Title

    Gradient-Directed Multiexposure Composition

  • Author

    Zhang, Wei ; Cham, Wai-Kuen

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Berkeley, CA, USA
  • Volume
    21
  • Issue
    4
  • fYear
    2012
  • fDate
    4/1/2012 12:00:00 AM
  • Firstpage
    2318
  • Lastpage
    2323
  • Abstract
    In this paper, we present a simple yet effective method that takes advantage of the gradient information to accomplish the multiexposure image composition in both static and dynamic scenes. Given multiple images with different exposures, the proposed approach is capable of producing a pleasant tone-mapped-like high-dynamic-range image by compositing them seamlessly with the guidance of gradient-based quality assessment. In particular, two novel quality measures, namely, visibility and consistency, are developed based on the observations of gradient changes among different exposures. Experiments in various static and dynamic scenes are conducted to demonstrate the effectiveness of the proposed method.
  • Keywords
    gradient methods; image texture; dynamic scenes; gradient information; gradient-based quality assessment; gradient-directed multiexposure image composition; pleasant tone-mapped-like high dynamic range image; quality measure; static scenes; Ash; Calibration; Cameras; Dynamic range; Heuristic algorithms; Quality assessment; Deghosting; gradient; image assessment; image composition; Algorithms; Image Enhancement; Image Interpretation, Computer-Assisted; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2011.2170079
  • Filename
    6030938