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PR
2002
88views more  PR 2002»
15 years 4 months ago
Indexing chromatic and achromatic patterns for content-based colour image retrieval
In this paper, we present a method to represent achromatic and chromatic image signals independently for content-based image indexing and retrieval for image database applications...
Guoping Qiu
PRL
2007
131views more  PRL 2007»
15 years 4 months ago
A new look at discriminative training for hidden Markov models
ct 7 Discriminative training for hidden Markov models (HMMs) has been a central theme in speech recognition research for many years. 8 One most popular technique is minimum classiï...
Xiaodong He, Li Deng
147
Voted
PRL
2008
137views more  PRL 2008»
15 years 4 months ago
On-line handwritten digit recognition based on trajectory and velocity modeling
The handwriting is one of the most familiar communication media. Pen based interface combined with automatic handwriting recognition offers a very easy and natural input method. T...
Monji Kherallah, Lobna Haddad, Adel M. Alimi, Amar...
167
Voted
JMLR
2010
143views more  JMLR 2010»
15 years 3 months ago
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning
We extend the well-known BFGS quasi-Newton method and its memory-limited variant LBFGS to the optimization of nonsmooth convex objectives. This is done in a rigorous fashion by ge...
Jin Yu, S. V. N. Vishwanathan, Simon Günter, ...
TOSEM
2010
109views more  TOSEM 2010»
15 years 2 months ago
Modular aspect-oriented design with XPIs
e, or XPI. XPIs abstract crosscutting behaviors and make these abstractions explicit. XPIs can be used, albeit with limited enforcement of interface rules, with existing AOP langua...
Kevin J. Sullivan, William G. Griswold, Hridesh Ra...