• DocumentCode
    3009072
  • Title

    Skin region detector for real time face detection system

  • Author

    Mustafah, Yasir M. ; Azman, Amelia W.

  • Author_Institution
    Int. Islamic Univ. Malaysia, Kuala Lumpur, Malaysia
  • fYear
    2012
  • fDate
    3-5 July 2012
  • Firstpage
    653
  • Lastpage
    658
  • Abstract
    In this paper we present a real-time skin region detection method for high resolution video on embedded platforms. In the implementation, the region of interest is detected using two algorithms, running in parallel. One algorithm eliminates the background and the other one, detects the skin color patches in the image. To allow images to be processed rapidly on hardware, several techniques were employed to improve the speed and reduce the required memory requirement of the algorithm. Experimental results show that the background subtraction and skin detection are comparable to previously published methods. Moreover, the combination of the two can improve the detection result significantly. The implementation and functional simulation of the modules was based on SystemC and from the VHDL synthesis, the module occupied only 9% of LUTs and 20% BRAM on a Xilinx Spartan-3 XC35000 FPGA.
  • Keywords
    face recognition; field programmable gate arrays; object detection; table lookup; video signal processing; BRAM; LUT; SystemC; VHDL synthesis; Xilinx Spartan-3 XC35000 FPGA; background elimination; background subtraction; embedded platforms; high resolution video; real time face detection system; real time skin region detector; skin color patches detection; Cameras; Field programmable gate arrays; Hardware; Image color analysis; Image resolution; Skin; Streaming media; FPGA; background subtraction; skin detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Communication Engineering (ICCCE), 2012 International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4673-0478-8
  • Type

    conf

  • DOI
    10.1109/ICCCE.2012.6271269
  • Filename
    6271269