Title :
A companion robot with facial expressions and face recognition
Author :
Huang, Hsuan-Kuan ; Yu, Hung-Hsiu ; Huang, Yea-Shuan
Author_Institution :
Mech. Syst. Res. Labs. (MSL), Ind. Technol. Res. Inst. (ITRI), Hsinchu, Taiwan
Abstract :
The purpose of this paper is to develop a companion robot, which can display facial expressions and recognize human faces. With the 12 degrees of freedom, the robot can generate various facial expressions. In addition, a face-recognition method is proposed based on combining two complementary matching algorithms (a single-image matching algorithm and a sequential-image matching algorithm). We have conducted several experiments to test the developed robot. Experiments showed that facial expressions generated by the robot can be identified well. In addition, the accuracy of the face-recognition is higher than 90%. The developed robot shows great potential to be applied for social interaction with the humans.
Keywords :
face recognition; image matching; robot vision; companion robot; face recognition; facial expressions; sequential-image matching; single-image matching; Displays; Eyebrows; Eyelids; Face recognition; Human robot interaction; Image recognition; Laboratories; Robot sensing systems; Service robots; Subspace constraints; companion robot; face recognition; facial expression;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on
Conference_Location :
Taichung
Print_ISBN :
978-1-4244-5045-9
Electronic_ISBN :
978-1-4244-5046-6
DOI :
10.1109/ICIEA.2010.5516780