DocumentCode :
1804735
Title :
Visual tracking and servoing of human face for robotic head Amir-II
Author :
Shafie, A.A. ; Iqbal, A. ; Khan, M.R.
Author_Institution :
Dept. of Mechatron. Eng., Int. Islamic Univ. Malaysia, Kuala Lumpur, Malaysia
fYear :
2010
fDate :
11-12 May 2010
Firstpage :
1
Lastpage :
4
Abstract :
In this paper, visual tracking and servoing of human face are implemented through image processing. A robotic humanoid head named Amir-II, equipped with web cam and servoing mechanism is used as the platform. The robotic head tracks the human face within the field-of-vision (FOV) while the servoing mechanism ensures the detected human face remains at the center of its FOV. The algorithm developed in this research utilizes the capability offered by scientific computing program MATLAB along with its Image Processing Toolbox. The algorithm basically compares the locations of the face in the image plane that is detected from the static face image captured from real-time video stream. The calculated difference is then used to produce appropriate motion command for the servo mechanism to keep track of the human face moving within the range of its FOV.
Keywords :
face recognition; human-robot interaction; humanoid robots; visual servoing; MATLAB; Web cam; field of vision; human face; human face detection; humanoid robotic head Amir-II; image processing; real-time video stream; scientific computing program; static face image; visual servoing; visual tracking; Face; Face detection; Humans; Magnetic heads; Skin; Face Detection; Humanoid head; Image Processing; Matlab; SMQT; Visual servoing; split-up SNoW classifier;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Communication Engineering (ICCCE), 2010 International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-6233-9
Type :
conf
DOI :
10.1109/ICCCE.2010.5556851
Filename :
5556851
Link To Document :
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