• DocumentCode
    1700516
  • Title

    A New Rate Adaptive Control Algorithm for JPEG2000

  • Author

    Li Qi-hu ; Zhang Yan-yan ; Ren Guo-qiang ; Wu Qin-zhang ; Han Wen-jun

  • Author_Institution
    Inst. of Opt. & Electron., Chinese Acad. of Sci., Chengdu, China
  • fYear
    2010
  • Firstpage
    23
  • Lastpage
    27
  • Abstract
    In this paper, a new rate adaptive control algorithm is proposed based on study of JPEG2000 rate control algorithm, in order to reduce the amount of bits sent to the arithmetic coder, without any significant changes into the standard architecture and without loosing performance. After wavelet transform, the coefficient is modeled as Gaussian distribution, but remove the offspring of the lowest frequency. Each block bit rate of the actual encoding has been achieved based on rate-distortion theory in the overall rate certain, and the bit rate should be real-time deadline in the entropy coding. The offspring of the lowest frequency has been code at without distortion. This algorithm achieve bit rate deadline in real-time, reducing the encoder computation and memory usage. Experimental results show that after the removal of the most low frequencies, the remaining band coefficient modeled as a Gaussian distribution, the image compression is significantly better than results that the whole band is the Gaussian distribution, when the compression rate is not too high. And rate allocation algorithm is accurate and low complex, and that it is most suitable for hardware implementation.
  • Keywords
    Gaussian distribution; image coding; wavelet transforms; Gaussian distribution; JPEG2000; actual encoding; arithmetic coder; encoder computation; memory usage; new rate adaptive control algorithm; rate distortion theory; standard architecture; wavelet transform; Algorithm design and analysis; Image coding; Rate-distortion; Resource management; Signal processing algorithms; Transform coding; Wavelet transforms; DWT; bit rate allocation; rate control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Information Networking and Security (MINES), 2010 International Conference on
  • Conference_Location
    Nanjing, Jiangsu
  • Print_ISBN
    978-1-4244-8626-7
  • Electronic_ISBN
    978-0-7695-4258-4
  • Type

    conf

  • DOI
    10.1109/MINES.2010.12
  • Filename
    5670910