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
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;
Conference_Titel :
Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-6817-6
DOI :
10.1109/ICIIECS.2015.7193228