• DocumentCode
    3225811
  • Title

    JPEG2000 Arbitrary ROI Coding through Rate-Distortion Optimization Techniques

  • Author

    Bartrina-Rapesta, Joan ; Auli-Llinas, Francesc ; Serra-Sagrista, J. ; Monteagudo-Pereira, Jose Lino

  • Author_Institution
    Univ. Autonoma Barcelona, Cerdanyola del Valles
  • fYear
    2008
  • fDate
    25-27 March 2008
  • Firstpage
    292
  • Lastpage
    301
  • Abstract
    Region of interest (ROI) coding is a mechanism deployed in several image coding systems to enable different degrees of coding priority to specific regions of the image. JPEG2000 standard provides two ROI coding methods. However, both of them are based in mechanisms that scale the quantized coefficients. This compels to encode the additional bit-planes needed for the scaling, causing a penalization in the overall coding performance, and the ROIs can not be modified without a complete re-encoding of the image. This paper introduces two ROI coding methods that use rate-distortion optimization techniques to prioritize arbitrary ROIs over the rest of the image without penalizing the overall coding performance. Experimental results suggest that the proposed methods achieve a close to optimal accuracy, improving the Implicit ROI coding method in terms of ROI rate distortion performance.
  • Keywords
    data compression; image coding; optimisation; JPEG2000 standard; ROI coding; image coding; rate-distortion optimization; Bismuth; Data compression; Decoding; Discrete wavelet transforms; Encoding; Image coding; Optimization methods; Rate-distortion; Transform coding; Video coding; JPEG2000; ROI; Rate-Distortion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 2008. DCC 2008
  • Conference_Location
    Snowbird, UT
  • ISSN
    1068-0314
  • Print_ISBN
    978-0-7695-3121-2
  • Type

    conf

  • DOI
    10.1109/DCC.2008.70
  • Filename
    4483307