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
Link To Document :
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