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2006

Offline Grammar-Based Recognition of Handwritten Sentences

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Offline Grammar-Based Recognition of Handwritten Sentences
This paper proposes a sequential coupling of a Hidden Markov Model (HMM) recognizer for offline handwritten English sentences with a probabilistic bottom-up chart parser using Stochastic Context-Free Grammars (SCFG) extracted from a text corpus. Based on extensive experiments we conclude that syntax analysis helps to improve recognition rates significantly.
Matthias Zimmermann, Jean-Cédric Chappelier
Added 14 Dec 2010
Updated 14 Dec 2010
Type Journal
Year 2006
Where PAMI
Authors Matthias Zimmermann, Jean-Cédric Chappelier, Horst Bunke
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