Title :
MPEG-U based advanced user interaction interface system using hand posture recognition
Author :
Gukhee Han ; Haechul Choi
Author_Institution :
Dept. of Multimedia Eng., Hanbat Nat. Univ., Daejeon, South Korea
Abstract :
Hand posture recognition is an important technique to enable a natural and familiar interface in HCI (human computer interaction) field. In this paper, we introduce a hand posture recognition method by using a depth camera. Moreover, the hand posture recognition method is incorporated with MPEG-U based advanced user interaction (AUI) interface system, which can provide a natural interface on a variety of devices. The proposed method initially detects positions and lengths of all fingers opened and then it recognizes hand posture from pose of one or two hands and the number of fingers folded when user takes a gesture representing a pattern of AUI data format specified in the MPEG-U part 2. The AUI interface system represents user´ s hand posture as the compliant MPEG-U schema structure. Experimental results show performance of the hand posture recognition and it is verified that the AUI interface system is compatible with the MPEG-U standard.
Keywords :
gesture recognition; human computer interaction; image representation; palmprint recognition; pose estimation; video cameras; AUI interface system; HCI; MPEG-U standard; advanced user interaction interface system; depth camera; fingers length detection; gesture recoginition; hand posture recognition method; human computer interaction; natural interface; pattern representation; position detection; Skeleton; Standards; Thumb; Transform coding; Wrist; XML; Advanced User Interaction; Hand and finger recognition; MPEG-U; User interface;
Conference_Titel :
Advanced Communication Technology (ICACT), 2014 16th International Conference on
Conference_Location :
Pyeongchang
Print_ISBN :
978-89-968650-2-5
DOI :
10.1109/ICACT.2014.6779013