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» Discriminative Random Fields

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CVPR
2005
IEEE

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A Dynamic Conditional Random Field Model for Object Segmentation in Image Sequences

14 years 10 months ago

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This paper presents a dynamic conditional random field (DCRF) model to integrate contextual constraints for object segmentation in image sequences. Spatial and temporal dependenci...

Qiang Ji, Yang Wang 0002

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ICIP
1994
IEEE

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Modeling and Estimation for a Class of Multiresolution Random Fields

14 years 10 months ago

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Peyman Milanfar, Robert R. Tenney, Robert B. Washb...

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ICPR
2002
IEEE

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Text Segmentation and Recognition in Complex Background Based on Markov Random Field

14 years 9 months ago

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Datong Chen, Jean-Marc Odobez, Hervé Bourla...

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EACL
2009
ACL Anthology

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Fast Full Parsing by Linear-Chain Conditional Random Fields

14 years 9 months ago

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Yoshimasa Tsuruoka, Jun-ichi Tsujii, Sophia Anania...

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DAGM
2008
Springer

242views Image Processing» more DAGM 2008»

Approximate Parameter Learning in Conditional Random Fields: An Empirical Investigation

13 years 10 months ago

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We investigate maximum likelihood parameter learning in Conditional Random Fields (CRF) and present an empirical study of pseudo-likelihood (PL) based approximations of the paramet...

Filip Korc, Wolfgang Förstner

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