Human face detection using motion and color information

被引:0
作者
Kim, Yang-Gyun
Bang, Man-Won
Park, Soon-Young
Choi, Kyoung-Ho
Hwang, Jeong-Hyun
机构
来源
IMAGE PROCESSING: MACHINE VISION APPLICATIONS | 2008年 / 6813卷
关键词
face detection; video surveillance; moving object extraction; skin color filtering; Field Programmable Gate Array (FPGA); Verilog-HDL;
D O I
10.1117/12.767375
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present a hardware implementation of a face detector for surveillance applications. To come up with a computationally cheap and fast algorithm with minimal memory requirement, motion and skin color information are fused successfully. More specifically, a newly appeared object is extracted first by comparing average Hue and Saturation values of background image and a current image. Then, the result of skin color filtering of the current image is combined with the result of a newly appeared object. Finally, labeling is performed to locate a true face region. The proposed system is implemented on Altera Cyclone2 using Quartus II 6.1 and ModelSim 6.1. For hardware description language (HDL), Verilog-HDL is used.
引用
收藏
页数:8
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