• DocumentCode
    249848
  • Title

    Operational rate-distortion shape coding with dual error regularization

  • Author

    Zhongyuan Lai ; Fan Zhang ; Weisi Lin

  • Author_Institution
    Inst. for Interdiscipl. Res., Jianghan Univ., Wuhan, China
  • fYear
    2014
  • fDate
    27-30 Oct. 2014
  • Firstpage
    5547
  • Lastpage
    5550
  • Abstract
    Existing operational rate-distortion shape coding aims at finding a polygon which can be encoded with the lowest bit rate under a given upper bound on the edge error. However, this upper bound may cause noticeable errors. Therefore, we add an ℓ2-norm error regularization term to the objective function, and seek the globally optimal solution using a shortest path algorithm for a weighted directed acyclic graph. Experiments confirm the accuracy and robustness of our method.
  • Keywords
    computational geometry; computer graphics; directed graphs; ℓ2-norm error regularization; dual error regularization; edge error; lowest bit rate; operational rate-distortion shape coding; polygon; shortest path algorithm; weighted directed acyclic graph; Approximation methods; Bit rate; Encoding; Noise; Shape; Transform coding; Upper bound; Shape coding; dual error regularization; operational rate-distortion theory; shortest path algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2014 IEEE International Conference on
  • Conference_Location
    Paris
  • Type

    conf

  • DOI
    10.1109/ICIP.2014.7026122
  • Filename
    7026122