8 search results - page 1 / 2 » Maximum Margin Training of Gaussian HMMs for Handwriting Rec... |
ICDAR
2009
IEEE
13 years 11 months ago
2009
IEEE
ICML
2009
IEEE
14 years 5 months ago
2009
IEEE
Large margin learning of Continuous Density HMMs with a partially labeled dataset has been extensively studied in the speech and handwriting recognition fields. Yet due to the non...
ICDAR
2003
IEEE
13 years 10 months ago
2003
IEEE
In off-line handwriting recognition, classifiers based on hidden Markov models (HMMs) have become very popular. However, while there exist well-established training algorithms, s...
ICDAR
2009
IEEE
13 years 2 months ago
2009
IEEE
In our previous work, a precision constrained Gaussian model (PCGM) was proposed for character modeling to design compact recognizers of handwritten Chinese characters. A maximum ...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
We introduce Bayesian sensing hidden Markov models (BS-HMMs) to represent speech data based on a set of state-dependent basis vectors. By incorporating the prior density of sensin...