Title :
Design methodology for face detection acceleration
Author :
Acasandrei, Laurentiu ; Barriga, Angel
Author_Institution :
IMSE (Inst. de Microelectron. de Sevilla), CNM, Sevilla, Spain
Abstract :
A design methodology to accelerate the face detection for embedded systems is described, starting from algorithm optimization (high level) and ending with software and hardware codesign (low level) by addressing the issues and the design decisions made at each level based on the performance measurements and system limitations. The implemented embedded face detection system consumes very little power compared with the traditional PC software implementations while maintaining the same detection accuracy. The proposed face detection acceleration methodology is suitable for real time applications.
Keywords :
embedded systems; face recognition; hardware-software codesign; algorithm optimization; design methodology; embedded systems; face detection acceleration; real time applications; software-hardware codesign; Acceleration; Detectors; Face; Face detection; Hardware; IP networks; Software; design methodology; embedded system; face detection; hardware & software codesign;
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
DOI :
10.1109/IECON.2013.6699479