• DocumentCode
    2137276
  • Title

    A dynamically reconfigurable DCT architecture for maximum image quality subject to dynamic power and bitrate constraints

  • Author

    Jiang, Yuebing ; Pattichis, Marrios

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of New Mexico, Albuquerque, NM, USA
  • fYear
    2012
  • fDate
    22-24 April 2012
  • Firstpage
    189
  • Lastpage
    192
  • Abstract
    We introduce a dynamically reconfigurable DCT architecture system that allows us to select optimal implementations based on bitrate and dynamic power constraints. For our approach, we first compute Pareto-optimal hardware realizations that are assessed in terms of reconstructed image quality, bitrate and dynamic power. The space of Paretooptimal realizations are generated by varying both the number of non-zero DCT coefficients and the quality factor for the quantization table. From the generated hardware realizations, we then select the Pareto-optimal cases and discard all other cases. For each bitrate and dynamic power constraint, we use a dynamic partial reconfiguration (DPR) controller to implement the optimal DCT architecture. We test our approach using leave-one-out on the LIVE database, and implement our system on a Virtex-5 FPGA and demonstrate its performance using different bitrate and dynamic power constraints.
  • Keywords
    Pareto optimisation; data compression; discrete cosine transforms; field programmable gate arrays; image coding; quantisation (signal); LIVE database; Pareto-optimal hardware realizations; Virtex-5 FPGA; bitrate constraints; dynamic partial reconfiguration controller; dynamic power constraints; dynamically reconfigurable DCT architecture; image compression; leave-one-out; maximum image quality; nonzero DCT coefficients; quality factor; quantization table; Bit rate; Computer architecture; Discrete cosine transforms; Encoding; Image quality; Q factor; Real time systems; DCT; FPGA; JPEG; dynamic partial reconfiguration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Analysis and Interpretation (SSIAI), 2012 IEEE Southwest Symposium on
  • Conference_Location
    Santa Fe, NM
  • Print_ISBN
    978-1-4673-1831-0
  • Electronic_ISBN
    978-1-4673-1829-7
  • Type

    conf

  • DOI
    10.1109/SSIAI.2012.6202485
  • Filename
    6202485