Title :
Accelerating Viola-Jones face detection for embedded and SoC environments
Author :
Acasandrei, Laurentiu ; Barriga, Angel
Abstract :
In this communication a speed optimized implementation of Viola-Jones Face Detection Algorithm based on the baseline OpenCV face detection application is presented. The baseline OpenCV face detection application is analyzed. Then the necessary modifications and improvements are described in order to accelerate the execution speed in an embedded or SoC (System-on-Chip) environments.
Keywords :
computer vision; embedded systems; face recognition; optimisation; public domain software; system-on-chip; SoC; Viola-Jones face detection; baseline OpenCV; embedded system; optimization; system-on-chip; Acceleration; Classification algorithms; Detectors; Face; Face detection; Feature extraction; Field programmable gate arrays; Embedded Environment; Face detection; OpenCV; SoC; Viola-Jones;
Conference_Titel :
Distributed Smart Cameras (ICDSC), 2011 Fifth ACM/IEEE International Conference on
Conference_Location :
Ghent
Print_ISBN :
978-1-4577-1708-6
Electronic_ISBN :
978-1-4577-1706-2
DOI :
10.1109/ICDSC.2011.6042932
