Title :
Analysis and implementation of the PTZ-class facial tracking on humanoid robot
Author :
Wang, Ching-kuo ; Chang, Yuan-Chang ; Shieh, Cheng-hang
Author_Institution :
Dept. of Electr. Eng., Hwa Hsia Inst. of Technol., Taiwan
Abstract :
The neck joints are considered as the most fragile structure on the robot skull. However, the facial scenarios can hardly act well without the dexterous servo mechanism such as the PTZ(pen-tilt-zoom) or the harmonically driven mechanism. Structure limitations critically restrict the mechatronic design and dynamic robustness of the intelligent controller of the robot-head module. This paper is aimed to analyze the neck dynamics and develop an image tracking stratagem to perform different facial emotions on the robot skull. A PC-based platform with distributed human-machine interface is applied to supervise the pen-tilt motions and simulate the scenario of the robot head using a modulized infrared CCD. Finally, tracking controlled PTZ (pen-tilt zoom) mechanism is accomplished and computer simulations, facial tracking experiments are successfully made on a self-fabricated humanoid robot.
Keywords :
face recognition; human-robot interaction; humanoid robots; intelligent control; motion control; robot dynamics; robot vision; target tracking; PTZ-class facial tracking; dexterous servo mechanism; distributed human-machine interface; dynamic robustness; facial emotion; harmonically driven mechanism; image tracking; intelligent controller; mechatronic design; modulized infrared CCD; neck dynamics; neck joints; pen-tilt motion; pen-tilt zoom mechanism; pen-tilt-zoom; robot head; robot skull; robot-head module; self-fabricated humanoid robot; Cameras; Charge coupled devices; Humanoid robots; Neck; Pixel; Tracking; Humanoid robots; Image identification; PTZ mechanism; Tracking control;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580864