DocumentCode
2594773
Title
Simultaneous Gesture Segmentation and Recognition based on Forward Spotting Accumulative HMMs
Author
Song, Jinyoung ; Kim, Daijin
Author_Institution
Dept. of Comput. & Commun. Eng., POSTECH, Pohang
Volume
1
fYear
0
fDate
0-0 0
Firstpage
1231
Lastpage
1235
Abstract
In this paper, we propose a forward spotting scheme that executes gesture segmentation and recognition simultaneously by detecting start point. By using competitive differential observation probability, sliding window and accumulative HMMs, we apply the proposed method to recognize the upper-body gestures for controlling the curtains and lights in a smart home environment
Keywords
gesture recognition; hidden Markov models; image segmentation; probability; accumulative HMM; competitive differential observation probability; forward spotting; gesture recognition; gesture segmentation; sliding window; smart home environment; Delay effects; Face detection; Face recognition; Feature extraction; Forward contracts; Hidden Markov models; Humans; Lighting control; Pattern recognition; Smart homes;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location
Hong Kong
ISSN
1051-4651
Print_ISBN
0-7695-2521-0
Type
conf
DOI
10.1109/ICPR.2006.1056
Filename
1699112
Link To Document