15 search results - page 1 / 3 » HMM parameter reduction for practical gesture recognition |
FGR
2008
IEEE
13 years 11 months ago
2008
IEEE
We examine in detail some properties of gesture recognition models which utilize a reduced number of parameters and lower algorithmic complexity compared to traditional hidden Mar...
GW
2009
Springer
13 years 2 months ago
2009
Springer
Abstract. We present a HMM based system for real-time gesture analysis. The system outputs continuously parameters relative to the gesture time progression and its likelihood. Thes...
ICASSP
2008
IEEE
13 years 11 months ago
2008
IEEE
Recently, we successfully developed and reported a new unsupervised online adaptation technique, which jointly compensates for additive and convolutive distortions with vector Tay...
EMNETS
2007
13 years 8 months ago
2007
Laparoscopic surgical training is a challenging task due to the complexity of instrument control and demand on manual dexterity and hand-eye coordination. Currently, training and ...
ACCV
2007
Springer
13 years 11 months ago
2007
Springer
This paper addresses gesture recognition under small sample size, where direct use of traditional classifiers is difficult due to high dimensionality of input space. We propose a ...