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MICCAI
2005
Springer

265views Medical Imaging» more MICCAI 2005»

Cross Entropy: A New Solver for Markov Random Field Modeling and Applications to Medical Image Segmentation

14 years 8 months ago

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This paper introduces a novel solver, namely cross entropy (CE), into the MRF theory for medical image segmentation. The solver, which is based on the theory of rare event simulati...

Jue Wu, Albert C. S. Chung

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ICML
2006
IEEE

144views Machine Learning» more ICML 2006»

Quadratic programming relaxations for metric labeling and Markov random field MAP estimation

14 years 8 months ago

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Quadratic program relaxations are proposed as an alternative to linear program relaxations and tree reweighted belief propagation for the metric labeling or MAP estimation problem...

Pradeep D. Ravikumar, John D. Lafferty

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ICDAR
2009
IEEE

151views Document Analysis» more ICDAR 2009»

Markov Random Field Based Text Identification from Annotated Machine Printed Documents

14 years 2 months ago