Effect of system parameters on feature extraction sets for Arabic handwritten text recognition
Fecha
2011Autor
Director
Versión
Acceso abierto / Sarbide irekia
Tipo
Proyecto Fin de Carrera / Ikasketen Amaierako Proiektua
Impacto
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nodoi-noplumx
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Resumen
The purpose of this study is to analyze the effect of different parameters on a Pattern
Recognition System for Arabic Handwritten Text Recognition, and perform different
experimental tests in order to obtain the optimum values for the process.
In the first introductory section, source data material and the tools used in this
work are introduced and explained.
The thesis then focuses on the F ...
[++]
The purpose of this study is to analyze the effect of different parameters on a Pattern
Recognition System for Arabic Handwritten Text Recognition, and perform different
experimental tests in order to obtain the optimum values for the process.
In the first introductory section, source data material and the tools used in this
work are introduced and explained.
The thesis then focuses on the Feature Extraction Process, providing details
about different strategies or methods that can be used on the process. In the experimental
section, the most important test results are given and the variable parameters
are individually analyzed. Finally, different combination schemes are implemented
in order to prove the effectiveness of the Slanted Windows.
The results provide some support for the correct selection of parameter values
for future implementations of the system. However, the optimum parameter values
should not be considered as absolute values, due to the fact that the aim is to guide
the researchers for future implementations of the system. [--]
Materias
Arabic handwriting,
Feature extraction process,
Text recognition,
Pattern recognition systems
Departamento
Universidad Pública de Navarra. Departamento de Ingeniería Eléctrica y Electrónica /
Nafarroako Unibertsitate Publikoa. Ingeniaritza Elektrikoa eta Elektronikoa Saila
Titulación
Ingeniería de Telecomunicación /
Telekomunikazio Ingeniaritza