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» Conditional Topic Random Fields
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176
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CVPR
2006
IEEE
16 years 8 months ago
Hidden Conditional Random Fields for Gesture Recognition
We introduce a discriminative hidden-state approach for the recognition of human gestures. Gesture sequences often have a complex underlying structure, and models that can incorpo...
Sy Bor Wang, Ariadna Quattoni, Louis-Philippe More...
153
Voted
ICML
2007
IEEE
16 years 7 months ago
Piecewise pseudolikelihood for efficient training of conditional random fields
Discriminative training of graphical models can be expensive if the variables have large cardinality, even if the graphical structure is tractable. In such cases, pseudolikelihood...
Charles A. Sutton, Andrew McCallum
159
Voted
ISBI
2009
IEEE
16 years 1 months ago
Conditional Random Fields for Object and Background Estimation in Fluorescence Video-Microscopy
Thierry Pécot, Anatole Chessel, Sabine Bard...
118
Voted
IRI
2008
IEEE
16 years 23 days ago
Result identification for biomedical abstracts using Conditional Random Fields
Ryan T. K. Lin, Hong-Jie Dai, Yue-Yang Bow, Min-Yu...
132
Voted
CRV
2007
IEEE
113views Robotics» more  CRV 2007»
16 years 21 days ago
Figure-ground segmentation using a hierarchical conditional random field
Jordan Reynolds, Kevin Murphy