DocumentCode
3175351
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
fYear
2013
fDate
23-25 May 2013
Firstpage
163
Lastpage
168
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Applied Computational Intelligence and Informatics (SACI), 2013 IEEE 8th International Symposium on
Conference_Location
Timisoara
Print_ISBN
978-1-4673-6397-6
Type
conf
DOI
10.1109/SACI.2013.6608959
Filename
6608959
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