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Browsing by Author "Alkhoury, Ihab"

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Browsing by Author "Alkhoury, Ihab"

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    Arabic Handwritten Word Recognition based on Bernoulli Mixture HMMs 
    Alkhoury, Ihab (Universitat Politècnica de València, 2011-09-06)
    This thesis presents new approaches in off-line Arabic Handwriting Recognition based on conventional Bernoulli Hidden Markov models. Until now, the off-line handwriting recognition, in particular, the Arabic handwriting ...
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    Arabic Printed Word Recognition Using Windowed Bernoulli HMMs 
    Alkhoury, Ihab; Giménez Pastor, Adrián; Juan Císcar, Alfonso; Andrés Ferrer, Jesús (Springer Verlag, 2013-09-09)
    [EN] Hidden Markov Models (HMMs) are now widely used for off-line text recognition in many languages and, in particular, Arabic. In previous work, we proposed to directly use columns of raw, binary image pixels, which are ...
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    Arabic recognition and translation system 
    Alkhoury, Ihab (Universitat Politècnica de València, 2013-10-28)
    To our knowledge, there are only few systems that are able to automatically translate handwritten text images into another language, in particular, Arabic. Typically, the available systems are based on a concatenation ...
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    Arabic Text Recognition and Machine Translation 
    Alkhoury, Ihab (Universitat Politècnica de València, 2015-07-13)
    [EN] Research on Arabic Handwritten Text Recognition (HTR) and Arabic-English Machine Translation (MT) has been usually approached as two independent areas of study. However, the idea of creating one system that combines ...
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    Desarrollo de una herramienta para la detección, clasificación y seguimiento de vehículos en vídeos de cámaras de tráfico 
    Poncelas Vargas, José David (Universitat Politècnica de València, 2023-06-21)
    [ES] El principal objetivo que se va a tratar en este proyecto es el desarrollar una herramienta para la detección, clasificación y seguimiento de vehículos en vídeos obtenidos a partir de cámaras de tráfico. De esta forma, ...
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    Handwriting word recognition using windowed Bernoulli HMMs 
    Giménez Pastor, Adrián; Alkhoury, Ihab; Andrés Ferrer, Jesús; Juan Císcar, Alfonso (Elsevier, 2014-01)
    [EN] Hidden Markov Models (HMMs) are now widely used for off-line handwriting recognition in many lan- guages. As in speech recognition, they are usually built from shared, embedded HMMs at symbol level, where state-conditional ...
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    Language technology for handwritten text recognition 
    Toselli, Alejandro Héctor; Serrano Martínez-Santos, Nicolás; Giménez Pastor, Adrián; Khoury, Ihab; Juan Císcar, Alfonso; Vidal Ruiz, Enrique (Springer Verlag (Germany), 2012)
    This paper shows how the nowadays prevalent technology used in HTR borrows concepts and methods from the field of ASR; i.e. those based on Hidden Markov Models (HMMs). Additionally, it will be described a HTR approach based ...
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    The UPV Handwriting Recognition and Translation System for OpenHaRT 2013 
    Alkhoury, Ihab; Giménez Pastor, Adrián; Andrés Ferrer, Jesús; Juan Císcar, Alfonso; Sánchez Peiró, Joan Andreu (US National Institute of Standards and Technology (NIST), 2013-08-23)
    The NIST Open Handwriting Recognition and Translation Evaluation 2013 (NIST OpenHaRT’13) is a performance evaluation assessing technologies that transcribe and translate text in document images. This evaluation is focused ...
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    Window repositioning for Printed Arabic Recognition 
    Alkhoury, Ihab; Giménez Pastor, Adrián; Juan, Alfons; Andrés Ferrer, Jesús (Elsevier, 2015)
    [EN] Bernoulli HMMs are conventional HMMs in which the emission probabilities are modeled with Bernoulli mixtures. They have recently been applied, with good results, in off-line text recognition in many languages, in ...