TY - GEN
T1 - Real time hand gesture recognition including hand segmentation and tracking
AU - Coogan, Thomas
AU - Awad, George
AU - Han, Junwei
AU - Sutherland, Alistair
PY - 2006
Y1 - 2006
N2 - In this paper we present a system that performs automatic gesture recognition. The system consists of two main components: (i) A unified technique for segmentation and tracking of face and hands using a skin detection algorithm along with handling occlusion between skin objects to keep track of the status of the occluded parts. This is realized by combining 3 useful features, namely, color, motion and position, (ii) A static and dynamic gesture recognition system. Static gesture recognition is achieved using a robust hand shape classification, based on PCA subspaces, that is invariant to scale along with small translation and rotation transformations, Combining hand shape classification with position information and using DHMMs allows us to accomplish dynamic gesture recognition.
AB - In this paper we present a system that performs automatic gesture recognition. The system consists of two main components: (i) A unified technique for segmentation and tracking of face and hands using a skin detection algorithm along with handling occlusion between skin objects to keep track of the status of the occluded parts. This is realized by combining 3 useful features, namely, color, motion and position, (ii) A static and dynamic gesture recognition system. Static gesture recognition is achieved using a robust hand shape classification, based on PCA subspaces, that is invariant to scale along with small translation and rotation transformations, Combining hand shape classification with position information and using DHMMs allows us to accomplish dynamic gesture recognition.
UR - http://www.scopus.com/inward/record.url?scp=33845423550&partnerID=8YFLogxK
U2 - 10.1007/11919476_50
DO - 10.1007/11919476_50
M3 - 会议稿件
AN - SCOPUS:33845423550
SN - 3540486283
SN - 9783540486282
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 495
EP - 504
BT - Advances in Visual Computing - Second International Symposium, ISVC 2006, Proceedings
PB - Springer Verlag
T2 - 2nd International Symposium on Visual Computing, ISVC 2006
Y2 - 6 November 2006 through 8 November 2006
ER -