8 search results - page 1 / 2 » Maximum Margin Training of Gaussian HMMs for Handwriting Rec... |
ICDAR
2009
IEEE
14 years 1 months ago
2009
IEEE
ICML
2009
IEEE
14 years 7 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
14 years 7 days 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 4 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 10 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...