DocumentCode :
2977315
Title :
An area efficient modular architecture for real- time detection of multiple faces in video stream
Author :
Ngo, Hau T. ; Tompkins, Richard Cortland ; Foytik, Jacob ; Asari, Vijayan K.
Author_Institution :
Old Dominion Univ., Norfolk
fYear :
2007
fDate :
10-13 Dec. 2007
Firstpage :
1
Lastpage :
5
Abstract :
Design of an efficient modular architecture for detection of multiple faces in video stream is presented in this paper. Face detection is the first step in many surveillance and security applications such as face recognition, face authentication for banking and security access control, monitoring and tracking, etc. The algorithm used for this hardware design is the Viola-Jones algorithm, which has proven to be very effective and fast. The hardware design employs a modular approach in an efficient memory management strategy for this memory-intensive application. The proposed design is targeted for a low-cost FPGA prototype board from Altera (DE2 board) for a cost-effective face detection system. The proposed approach utilizes the on-chip memory module to reduce accesses to external memory chip for improved performance in the application.
Keywords :
face recognition; field programmable gate arrays; video streaming; Altera; FPGA prototype board; area efficient modular architecture; face authentication; face detection; face recognition; memory management strategy; multiple faces; onchip memory module; real-time detection; video stream; Access control; Authentication; Banking; Face detection; Face recognition; Hardware; Monitoring; Security; Streaming media; Surveillance; FPGA; Face detection; Viola-Jones detector; memory intensive applications; modular approach;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information, Communications & Signal Processing, 2007 6th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-0982-2
Electronic_ISBN :
978-1-4244-0983-9
Type :
conf
DOI :
10.1109/ICICS.2007.4449885
Filename :
4449885
Link To Document :
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