Title :
The face detection and location system based on Zynq
Author :
TaiLin Han ; Guangw Wen Liu ; Hua Cai ; Bo Wang
Author_Institution :
Coll. of Electron. & Inf. Eng., ChangChun Univ. of Sci. & Technol., Changchun, China
Abstract :
The Zynq-7000 consists of two elements AP SoC Processing System (PS) and a Programmable Logic (PL) unit. The AP SoC allows the us to implement a video processing algorithm either as a software program running on the Zynq-7000 AP SoC based PS or as a hardware accelerator inside the AP SoC based PL. In this paper, we design a face location system through software/hardware co-design based on Zynq-7000. The location algorithm firstly constructs the skin model and calculates the similarity of the image data, then calculates the face boundaries based space projection and finally utilizes Xilinx high-level synthesis tool Vivado HLS (AutoESL) to achieve a hardware from the C program. Using the hardware module to realize the face location greatly improved the computing speed. The simulation results shows that the method worked well and the efficiency increased by 80%.
Keywords :
face recognition; hardware-software codesign; object detection; programmable logic devices; system-on-chip; video signal processing; AP SoC based PL; AP SoC processing system; AutoESL; C program; Xilinx high-level synthesis tool Vivado HLS; Zynq-7000 AP SoC based PS; face boundary based space projection; face detection system; face location system; hardware accelerator; programmable logic unit; skin model; software-hardware codesign; video processing algorithm; Educational institutions; Face; Hardware; Image color analysis; Program processors; System-on-chip; Face Location; Software/Hardware Co-design; Zynq;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2014 11th International Conference on
Conference_Location :
Xiamen
Print_ISBN :
978-1-4799-5147-5
DOI :
10.1109/FSKD.2014.6980946