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PREMI
2005
Springer

Learning to Segment Document Images

10 years 5 months ago
Learning to Segment Document Images
A hierarchical framework for document segmentation is proposed as an optimization problem. The model incorporates the dependencies between various levels of the hierarchy unlike traditional document segmentation algorithms. This framework is applied to learn the parameters of the document segmentation algorithm using optimization methods like gradient descent and Q-learning. The novelty of our approach lies in learning the segmentation parameters in the absence of groundtruth.
K. S. Sesh Kumar, Anoop M. Namboodiri, C. V. Jawah
Added 28 Jun 2010
Updated 28 Jun 2010
Type Conference
Year 2005
Where PREMI
Authors K. S. Sesh Kumar, Anoop M. Namboodiri, C. V. Jawahar
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