DocumentCode
1582944
Title
Hardware architecture design of face recognition system based on FPGA
Author
Mondol, Raktim Kumar ; Imran Khan, Md ; Mahbubul Hye, A.K. ; Hassan, Asif
Author_Institution
BRAC Univ., Dhaka, Bangladesh
fYear
2015
Firstpage
1
Lastpage
5
Abstract
A novel hardware architecture for face-recognition system has been proposed in this paper. In order to make the system cost effective a simple yet efficient algorithm of face-recognition system has been used. We have designed, implemented and verified the algorithm in a cyclone III Field Programmable Gate Array (FPGA) chip. Altera DE0 development board which contains a cyclone III chip on it has been used for debugging purpose. We have also ensured for low power consumption such that the chip could be used universally in a wide range of security systems. To develop a simple yet efficient face recognition algorithm (such as PCA, FFT etc.) on digital hardware, we have researched on various face recognition algorithms using MATLAB codes and studied their detection efficiency under various posture and background and also the complexity of the algorithm. To save hardware resource and at the same time to obtain an acceptable level of recognition we have chosen to use Fast Fourier Transform (FFT).
Keywords
face recognition; fast Fourier transforms; field programmable gate arrays; Altera DE0 development board; FFT; FPGA; cyclone III field programmable gate array chip; debugging purpose; face recognition system hardware architecture design; fast Fourier transform; power consumption; Algorithm design and analysis; Face; Face recognition; Fast Fourier transforms; Field programmable gate arrays; Hardware; Principal component analysis; DSP Algorithm; FFT; Face Recognition; Field Programmable Gate Array (FPGA); Image Processing; PCA; VLSI;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 International Conference on
Conference_Location
Coimbatore
Print_ISBN
978-1-4799-6817-6
Type
conf
DOI
10.1109/ICIIECS.2015.7193228
Filename
7193228
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