• DocumentCode
    1284314
  • Title

    Fisheye Video Correction

  • Author

    Wei, Jin ; Li, Chen-Feng ; Hu, Shi-Min ; Martin, Ralph R. ; Tai, Chiew-Lan

  • Author_Institution
    Tsinghua University, Beijing
  • Volume
    18
  • Issue
    10
  • fYear
    2012
  • Firstpage
    1771
  • Lastpage
    1783
  • Abstract
    Various types of video can be captured with fisheye lenses; their wide field of view is particularly suited to surveillance video. However, fisheye lenses introduce distortion, and this changes as objects in the scene move, making fisheye video difficult to interpret. Current still fisheye image correction methods are either limited to small angles of view, or are strongly content dependent, and therefore unsuitable for processing video streams. We present an efficient and robust scheme for fisheye video correction, which minimizes time-varying distortion and preserves salient content in a coherent manner. Our optimization process is controlled by user annotation, and takes into account a wide set of measures addressing different aspects of natural scene appearance. Each is represented as a quadratic term in an energy minimization problem, leading to a closed-form solution via a sparse linear system. We illustrate our method with a range of examples, demonstrating coherent natural-looking video output. The visual quality of individual frames is comparable to those produced by state-of-the-art methods for fisheye still photograph correction.
  • Keywords
    Cameras; Lenses; Optical distortion; Optimization; Shape analysis; Streaming media; Fisheye lens; distortion; least-squares minimization.; mesh; optimization; video correction; wide-angle lens;
  • fLanguage
    English
  • Journal_Title
    Visualization and Computer Graphics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1077-2626
  • Type

    jour

  • DOI
    10.1109/TVCG.2011.130
  • Filename
    5963663