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117

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CVPR
2006
IEEE

240views Computer Vision» more CVPR 2006»

Hidden Conditional Random Fields for Gesture Recognition

16 years 4 months ago

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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...

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110

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ICML
2007
IEEE

169views Machine Learning» more ICML 2007»

Piecewise pseudolikelihood for efficient training of conditional random fields

16 years 3 months ago

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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

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105

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ISBI
2009
IEEE

173views Medical Imaging» more ISBI 2009»

Conditional Random Fields for Object and Background Estimation in Fluorescence Video-Microscopy

15 years 9 months ago

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Thierry Pécot, Anatole Chessel, Sabine Bard...

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