Title :
Performance evaluation of a face detection algorithm running on general purpose operating systems
Author :
Voisan, Emil-Ioan ; Marginean, Oscar ; Precup, Radu-Emil ; Dragan, Florin ; Purcaru, Constantin
Author_Institution :
Dept. of Autom. & Appl. Inf., “Politeh.” Univ. of Timisoara, Timisoara, Romania
Abstract :
Face detection is an important area of research in robotics and mechatronics applications as an essential subsystem in the interaction with human subjects. As face detection-based applications are moving into mobile and embedded systems, processing performance, among other characteristics, plays a major role. This paper reviews the current status concerning the development of face detection algorithms in order to evaluate the performance evaluation of a set of algorithms. A face detection algorithm based on the Viola-Jones face detector is implemented such that to run on three different operating systems and two hardware platforms in order to represent the basis for the development of a computing environment to run on robotic devices and on mechatronics applications.
Keywords :
control engineering computing; face recognition; human computer interaction; mechatronics; mobile robots; object detection; robot vision; Viola-Jones face detector; embedded system; face detection; general purpose operating system; mechatronics application; mobile system; robotic device; Algorithm design and analysis; Classification algorithms; Detectors; Face; Face detection; Machine learning algorithms; Operating systems;
Conference_Titel :
Applied Computational Intelligence and Informatics (SACI), 2013 IEEE 8th International Symposium on
Conference_Location :
Timisoara
Print_ISBN :
978-1-4673-6397-6
DOI :
10.1109/SACI.2013.6608959