Title :
Face Tracking System using Embedded Computer for Robot System
Author :
Yoon, Jong-Il ; Ahn, Kyoung-Kwan
Author_Institution :
Graduate Sch. of Mech. & Automotive Eng., Ulsan Univ.
Abstract :
This paper proposed the face detection and tracking system using a embedded computing system for humanoid robot environment which allows the user to observe and recognize an unknown person. For detection of faces in image sequence, this system uses the skin color model and deformable ellipse matching. Faces in a view are detected by maximizing the image gradient magnitude around the perimeter of the ellipse (or face line) and the number of skin color pixels in the ellipse area. The information of detected face regions are stored online into a face state table and are evaluated for tracking in real-time. This state table´s information is gotten and image sequence is processed by wireless camera. And we can process data by zigbee wireless module. Results of this processing are applied to embedded humanoid robot. The robot can detect human´s face and react to it. After this processing, the result is sent to the embedded humanoid robot through zigbee wireless module. The robot that got this data acts to detect human´s face and react to it
Keywords :
embedded systems; face recognition; humanoid robots; image colour analysis; image matching; image sequences; optical tracking; robot vision; deformable ellipse matching; embedded computing system; face detection system; face state table; face tracking system; humanoid robot environment; image sequence; skin color model; zigbee wireless module; Deformable models; Embedded computing; Face detection; Face recognition; Humanoid robots; Image sequences; Pixel; Robot vision systems; Skin; ZigBee; detecting system; embedded robot system; humanoid robot; image sequence; robot driving system; robot vision system; tracking system; wireless camera; zigbee module;
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
DOI :
10.1109/SICE.2006.315783