Title :
Embedded Face Detection Application Based on Local Binary Patterns
Author :
Acasandrei, Laurentiu ; Barriga, Angel
Author_Institution :
Inst. de Microelectron. de Sevilla, Sevilla, Spain
Abstract :
In computer vision during the recent years a new paradigm for object detection has stimulated researchers and designers interest. The foundation of this new paradigm is the Local Binary Pattern (LBP) which is a nonparametric operator that efficiently extracts the features of local structures in images. This communication describes a software embedded implementation of LBP based algorithm for object detection, in particular targeting frontal face detection.
Keywords :
computer vision; face recognition; feature extraction; object detection; LBP based algorithm; computer vision; embedded face detection; feature extraction; frontal face detection; local binary pattern; nonparametric operator; object detection; software embedded implementation; Face; Face detection; Feature extraction; Software; Software algorithms; System-on-chip; Timing; Embedded Software; Face detection; LBP;
Conference_Titel :
High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS), 2014 IEEE Intl Conf on
Print_ISBN :
978-1-4799-6122-1
DOI :
10.1109/HPCC.2014.121
