Title :
Gesture recognition algorithm for moving kinect sensor
Author :
Hanguen Kim ; Soon-Hyuk Hong ; Hyun Myung
Author_Institution :
Dept. of Civil & Environ. Eng., Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
Abstract :
Many studies have been conducted to achieve natural interaction between robots and humans, and this area of research is becoming more important. Except for several works, however, most gesture recognition algorithms are designed with an assumption that the sensor does not move. To resolve this problem, we propose an algorithm that can robustly recognize gestures while the sensor is moving.
Keywords :
gesture recognition; human-robot interaction; image sensors; gesture recognition algorithm; moving Kinect sensor; natural interaction; Algorithm design and analysis; Context; Face; Gesture recognition; Robot sensing systems; Robustness;
Conference_Titel :
RO-MAN, 2013 IEEE
Conference_Location :
Gyeongju
DOI :
10.1109/ROMAN.2013.6628475