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Pubmed for Handhelds

PUBMED FOR HANDHELDS

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  • Title: Offline grammar-based recognition of handwritten sentences.
    Author: Zimmermann M, Chappelier JC, Bunke H.
    Journal: IEEE Trans Pattern Anal Mach Intell; 2006 May; 28(5):818-21. PubMed ID: 16640266.
    Abstract:
    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.
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