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Listar por autor "Alkhoury, Ihab"

Mostrando ítems 1-9 de 9

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 ...
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 ...
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 ...
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 ...
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, ...
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 ...
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 ...
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 ...
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 ...