Design of Face Detection System Based on FPGA
To solve the real-time problem of face detection, considering the realization bottleneck of AdaBoost pure software algorithm, FPGA-based hardware acceleration platform strategy is proposed.The paper analyzes the algorithm and partition the module for accelerating.The ZYNq-7000 platform FPGA from XILINX is adopted in the experiment, in which the hardware and software co-design is used.The final results show that it can detect face sat a 17fps speed with high hit rate and low false detection rate.
FPGA Face Detection Adaboost Algorithm
Yujie Zhang Meihua Xu Huaming Shen
School of Mechatronics Engineering and Automation,Shanghai University, Shanghai, China
国际会议
4th international Conference,ICSI2013(第4届群体智能国际会议)
哈尔滨
英文
404-410
2013-06-12(万方平台首次上网日期,不代表论文的发表时间)