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Reconnaissance de l''écriture Manuscrite Multi-Scripts by Kessentini-Y

Reconnaissance de l''écriture Manuscrite Multi-Scripts

by Kessentini-Y
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Book cover type: Paperback
  • ISBN13: 9786131528460
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Omniscriptum
  • Publisher Imprint: Omniscriptum
  • Publication Date:
  • Pages: 184
  • Original Price: GBP 48.0
  • Language: French
  • Edition: N/A
  • Item Weight: 277 grams
  • BISAC Subject(s): Information Technology

Les travaux présentés dans ce livre concernent le développement et l'évaluation d'un système de reconnaissance de l'écriture manuscrite multi- scripts. L'objectif est de proposer un système de reconnaissance opérant indépendamment de la nature du script. Pour cela l'approche proposée est sans segmentation explicite, ceci afin de ne pas introduire une technique de conditionnement de l'information dépendant du type d'écriture analysée. Des caractéristiques bas niveaux sont combinées à travers une approche multi-flux permettant de combiner d'une manière asynchrone, différentes sources d'information à travers des modèles de Markov coopératifs. Des extensions des règles de combinaison sont envisagées dans le cadre de la théorie des fonctions de croyances transférables. L'évaluation du système de reconnaissance proposé est menée sur différentes bases de données de référence correspondant aux deux scripts Arabe (IFN-ENIT) et Latin (IRONOFF et RIMES). Les résultats montrent que le système proposé donne de bons résultats aussi bien sur le Latin que sur l'Arabe comparables à ceux des meilleurs systèmes présentés dans la littérature.

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