Title :
Omni-directional Audio-Visual Speaker Detection for Mobile Robot
Author :
Suwannathat, Thatsaphan ; Imai, Jun-ichi ; Kaneko, Masahide
Author_Institution :
Univ. of Electro-Commun., Tokyo
Abstract :
Tracking humans´ position is a useful skill for the coming generation of mobile robot. It is a challenging problem of planning and control in dynamic environment. We propose the omni-directional estimation method of speaker´s position using the combination of audio and visual information. Estimation of the position of the sound is carried out to calculate the difference of arrival time from sound source to multi-channel microphones. The robust human template matching on the omni-directional image is employed to combine the result of sound source estimation to realize a highly accurate estimation of speaker´s location. In our experiments, the systems were implemented and tested on an omni-directional robot at our laboratory. The results show that we are able to reliably detect and track moving objects in natural environment.
Keywords :
microphones; mobile robots; speaker recognition; mobile robot; multichannel microphones; omnidirectional audio-visual speaker detection; robust human template matching; sound source estimation; speaker position; Electronic mail; Hardware; Human robot interaction; Intelligent robots; Loudspeakers; Microphone arrays; Microwave integrated circuits; Mobile communication; Mobile robots; Robustness;
Conference_Titel :
Robot and Human interactive Communication, 2007. RO-MAN 2007. The 16th IEEE International Symposium on
Conference_Location :
Jeju
Print_ISBN :
978-1-4244-1634-9
Electronic_ISBN :
978-1-4244-1635-6
DOI :
10.1109/ROMAN.2007.4415069