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ICASSP
2011
IEEE

314views Signal Processing» more ICASSP 2011»

Superpixel-based object class segmentation using conditional random fields

13 years 2 months ago

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Object class segmentation (OCS) is a key issue in semantic scene labeling and understanding. Its general principle consists of naming object entities into scenes according to thei...

Xi Li, Hichem Sahbi

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ICML
2007
IEEE

169views Machine Learning» more ICML 2007»

Piecewise pseudolikelihood for efficient training of conditional random fields

14 years 11 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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ISBI
2009
IEEE

173views Medical Imaging» more ISBI 2009»

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

14 years 5 months ago

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Thierry Pécot, Anatole Chessel, Sabine Bard...

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