• DocumentCode
    1772868
  • Title

    Dedicated hardware architecture for object tracking preprocessing implemented in FPGA

  • Author

    Malik, Peter

  • Author_Institution
    Inst. of Inf., Bratislava, Slovakia
  • fYear
    2014
  • fDate
    23-25 April 2014
  • Firstpage
    250
  • Lastpage
    253
  • Abstract
    New dedicated hardware architecture for object tracking preprocessing optimized and implemented in FPGA is proposed. It calculates the background image and dual form foreground image while reducing noise in the process. Used algorithms are optimized, the number of mathematical operations are reduced and multiplications are eliminated. 1280 × 1024 pixels optimized multiplier less hardware implementation is composed of 5 small dedicated architectures inter connected by multiplexers and internal registers. The proposed architecture is easily scalable. It is oriented for security tracking applications working in outdoor environment; however, it can be used in any image processing applications as a visual data preprocessing stage. It is resolution and frame rate independent and suitable for all high resolution and multiple camera systems. Optimization for FPGA makes it also suitable for reconfigurable computing and reconfigurable systems.
  • Keywords
    field programmable gate arrays; image denoising; image resolution; object tracking; FPGA; background image; dedicated hardware architecture; dual form foreground image; image processing applications; internal registers; multiple camera systems; multiplexers; noise reduction; object tracking preprocessing; outdoor environment; reconfigurable computing; reconfigurable systems; security tracking applications; visual data preprocessing stage; Adders; Field programmable gate arrays; Hardware; Noise; Object tracking; Table lookup;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design and Diagnostics of Electronic Circuits & Systems, 17th International Symposium on
  • Conference_Location
    Warsaw
  • Print_ISBN
    978-1-4799-4560-3
  • Type

    conf

  • DOI
    10.1109/DDECS.2014.6868801
  • Filename
    6868801