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Skin region detector for real time face detection system

机译:实时面部检测系统的皮肤区域检测器

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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.
机译:在本文中,我们提出了一种用于嵌入式平台上高分辨率视频的实时皮肤区域检测方法。在实现中,使用两个并行运行的算法来检测感兴趣区域。一种算法消除了背景,另一种消除了图像中的皮肤色斑。为了允许在硬件上快速处理图像,采用了多种技术来提高速度并减少算法所需的内存需求。实验结果表明,背景扣除和皮肤检测与以前发表的方法相当。而且,两者的结合可以显着改善检测结果。模块的实现和功能仿真是基于SystemC的,并且基于VHDL综合,在Xilinx Spartan-3 XC35000 FPGA上,模块仅占用9%的LUT和20%的BRAM。

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