26 search results - page 1 / 6 » Audio-Video Sensor Fusion with Probabilistic Graphical Model... |
ECCV
2002
Springer
14 years 6 months ago
2002
Springer
Abstract. We present a new approach to modeling and processing multimedia data. This approach is based on graphical models that combine audio and video variables. We demonstrate it...
ICCV
2007
IEEE
13 years 6 months ago
2007
IEEE
Even though sensor fusion techniques based on particle filters have been applied to object tracking, their implementations have been limited to combining measurements from multip...
ICPR
2006
IEEE
14 years 5 months ago
2006
IEEE
To tackle the problem of increasing numbers of state transition parameters when the number of sensors increases, we present a probabilistic model together with several parsinomiou...
ETFA
2006
IEEE
13 years 10 months ago
2006
IEEE
Multiplysectioned Bayesian networks provide a probabilistic framework for reasoning about uncertain domains in cooperative multiagent systems. Several advances have been made in r...
SSIAI
2000
IEEE
13 years 9 months ago
2000
IEEE
This paper deals with the problem of statistical unsupervised fusion of dependent sensors with its potential applications to multisensor image segmentation. On the one hand, Bayes...