• DocumentCode
    1815866
  • Title

    LUT-based Image Rectification Module Implemented in FPGA

  • Author

    Vancea, Cristian ; Nedevschi, Sergiu

  • Author_Institution
    Tech. Univ. of Cluj-Napoca, Cluj-Napoca
  • fYear
    2007
  • fDate
    6-8 Sept. 2007
  • Firstpage
    147
  • Lastpage
    154
  • Abstract
    This paper presents a real-time hardware architecture able to perform simultaneously, image rectification and image distortion removal. The entire process is based on Look-Up Tables (LUTs) relating pixels from rectified image and original image with sub-pixel precision. For increased flexibility, we created a parameterized VHDL version of the design, which allows us to generate different hardware configurations, based on adjustable parameters: image resolution, number of bits to store the sub-pixel precision. Other advantages of the proposed solution that worth to be mentioned are scalability (can be replicated for any number of rectified images) and portability on many FPGA-based hardware platforms. We analyze the performance of different configurations on a VirtexE600 FPGA. As rectifying an image based on bilinear interpolation has a blurring effect, with negative consequences on 3D reconstruction, we increased the sub-pixel precision and studied the impact on 3D lane detection accuracy, processing time and resource usage inside the chip.
  • Keywords
    field programmable gate arrays; hardware description languages; image reconstruction; image resolution; interpolation; probability; table lookup; 3D reconstruction; FPGA; VHDL version; bilinear interpolation; field programmable gate array; hardware architecture; hardware description language; image rectification module; image resolution; look-up table; probability; Cameras; Computer architecture; Data mining; Field programmable gate arrays; Graphics; Hardware; Image reconstruction; Image resolution; Pixel; Table lookup;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computer Communication and Processing, 2007 IEEE International Conference on
  • Conference_Location
    Cluj-Napoca
  • Print_ISBN
    978-1-4244-1491-8
  • Type

    conf

  • DOI
    10.1109/ICCP.2007.4352154
  • Filename
    4352154