• DocumentCode
    1188479
  • Title

    JBEAM: multiscale curve coding via beamlets

  • Author

    Huo, Xiaoming ; Chen, Jihong

  • Author_Institution
    Sch. of ISyE, Georgia Inst. of Technol., Atlanta, GA, USA
  • Volume
    14
  • Issue
    11
  • fYear
    2005
  • Firstpage
    1665
  • Lastpage
    1677
  • Abstract
    A multiscale coder for curves and boundaries is presented. It utilizes a multiscale structure-beamlets-that is designed primarily for linear and curvilinear features. The coder is composed of three main components: 1) a rate-distortion optimized beamlet-based representation, 2) a tree-based coding from a beamlet representation to a symbol stream, and 3) an entropy coder. This coder is named "JBEAM". Taking advantage of its multiscale property, we utilized tree-based coding to make it progressive. The derived coder has a low order of computational complexity. Simulations demonstrate an advantage over the state-of-the-art industrial standard: JBIG 2. A software package, which includes an implementation of JBEAM, is made available. Variations and potential improvements of this method will be discussed. This work may inspire more activities in this line of research, improving curve coding.
  • Keywords
    code standards; data compression; entropy codes; image coding; image representation; linear codes; rate distortion theory; software packages; tree codes; JBEAM; JBIG 2; beamlet-based representation; curvilinear feature; entropy coder; multiscale curve coder; rate-distortion optimization; software package; state-of-the-art industrial standard; symbol stream; tree-based coding; Computational complexity; Computational modeling; Entropy; Image coding; Image segmentation; Nearest neighbor searches; Pixel; Rate-distortion; Shape; Video coding; Beamlet; curve coding; tree-based coding; Algorithms; Artificial Intelligence; Computer Graphics; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Numerical Analysis, Computer-Assisted; Pattern Recognition, Automated; Signal Processing, Computer-Assisted; Software;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2005.857273
  • Filename
    1518933