1243 search results - page 15 / 249 » Reduced-Rank Hidden Markov Models |
BIOINFORMATICS
2006
13 years 9 months ago
2006
NIPS
2001
13 years 11 months ago
2001
We show that it is possible to extend hidden Markov models to have a countably infinite number of hidden states. By using the theory of Dirichlet processes we can implicitly integ...
DATAMINE
2006
13 years 9 months ago
2006
Standard hidden Markov models (HMM's) have been studied extensively in the last two decades. It is well known that these models assume state conditional independence of the ob...
CVIU
2004
13 years 9 months ago
2004
We present the use of layered probabilistic representations for modeling human activities, and describe how we use the representation to do sensing, learning, and inference at mul...
ICDAR
2009
IEEE
13 years 7 months ago
2009
IEEE
This paper presents a new approach for Handwritten Word Recognition based on Hidden Markov Model theory and the sliding window technique. The new approach uses specific singularit...