• DocumentCode
    2117437
  • Title

    A Kind VLSI Design of Vector Quantization Algorithm for Image Compression

  • Author

    Wang, Xiang ; Pei, Wanli ; Lei, Wei ; Yu, Xuemei ; Kim, Ikdong ; Wolf, Wayne

  • Author_Institution
    Beihang Univ., Beijing
  • fYear
    2007
  • fDate
    27-29 Sept. 2007
  • Firstpage
    299
  • Lastpage
    303
  • Abstract
    The VLSI architecture is simulated and verified on a FPGA device successfully. The design is described at RTL level using Verilog HDL. Based on Altera Cyclone device EP1C12Q240C8, synthesis and post-simulation are conducted with Quartus II 4.2 and Modelsim SE Plus 5.8b. For the synthesized device 38% of the logic resource and 20% of the memory is used. The maximum clock frequency is 100.52 MHz. A new fast search algorithm for VQ which is appropriate for hardware implementation is proposed in this paper. In the new search algorithm, the codebook and the input image vectors are classified into three groups: horizontal (H), vertical (V) and even (E). The algorithm is simulated functionally and verified on FPGA. Verification result indicates that the new searching algorithm is more effective for hardware implementation and has higher speed. When the frequency is 50 MHz, the device can compress a 512times512 grayscale still image in 10 ms. The compression ratio is 16:1 and the quality of the reconstructed image is high. Furthermore, with some modification the encoding system can easily handle real-time video even color images.
  • Keywords
    VLSI; field programmable gate arrays; hardware description languages; image coding; image reconstruction; vector quantisation; FPGA; Modelsim SE Plus 5.8b; Quartus II 4.2; VLSI design; Verilog HDL; frequency 100.52 MHz; frequency 50 MHz; image compression; image reconstruction; input image vectors; vector quantization; Algorithm design and analysis; Clocks; Cyclones; Field programmable gate arrays; Frequency; Hardware design languages; Image coding; Logic devices; Vector quantization; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium on
  • Conference_Location
    Istanbul
  • ISSN
    1845-5921
  • Print_ISBN
    978-953-184-116-0
  • Type

    conf

  • DOI
    10.1109/ISPA.2007.4383709
  • Filename
    4383709