EAN: 9781447121879

9781447121879 - SpringerBriefs in Computer Science   Markov Models for Handwriting Recognition - Thomas Plötz Gernot A Fink Kartoniert (TB)
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Since their first inception automatic reading systems have evolved substantially yet the recognition of handwriting remains an open research problem due to its substantial variation in appearance. With the introduction of Markovian models to the field a promising modeling and recognition paradigm was established for automatic handwriting recognition. However no standard procedures for building Markov model-based recognizers have yet been established. This text provides a comprehensive overview of the application of Markov models in the field of handwriting recognition covering both hidden Markov models and Markov-chain or n-gram models. First the text introduces the typical architecture of a Markov model-based handwriting recognition system and familiarizes the reader with the essential theoretical concepts behind Markovian models. Then the text reviews proposed solutions in the literature for open problems in applying Markov model-based approaches to automatic handwriting recognition.
Produktinformationen zuletzt aktualisiert am
20.03.2025 um 21:11 Uhr


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9781447121879
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1447121872
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