Off-Line Arabic (Indian) Numbers Recognition Using Expert System
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2016, Vol 7, Issue 4
Abstract
This paper proposes an effective approach to automatic recognition of printed Arabic numerals which are extracted from digital images. First, the input image is normalized and pre-processed to an acceptable form. From the preprocessed image, components of the words are segmented into individual objects representing different numbers. Second, the numerical recognition is performed using an expert system based on a set of if-else rules, where each set of rules represents the categorization of each number. Finally, rigorous experiments are carried out on 226 random Arabic numerals selected from 40 images of Iraqi car plate numbers. The proposed method attained an accuracy of 97%.
Authors and Affiliations
Fahad Malallah, Mostafah Saeed, Maysoon Aziz, Olasimbo Arigbabu, Sharifah Ahmad
Keywords
Related Articles
- EP ID EP123095
- DOI 10.14569/IJACSA.2016.070453
- Views 115
- Downloads 0
Deploying an Application on the Cloud
Cloud Computing, the impending need of computing as an optimal utility, has the potential to take a gigantic leap in the IT industry, is structured and put to optimal use with regard to the contemporary trends. Developer...
Anonymized Social Networks Community Preservation
Social Networks have been widely used in the society. Most of the people are connected to one another, communicated with each other and share the information in different forms. The information gathered from different so...
An Optimized Analogy-Based Project Effort Estimation
Despite the predictive performance of Analogy-Based Estimation (ABE) in generating better effort estimates, there is no consensus on: (1) how to predetermine the appropriate number of analogies, (2) which adjustment tech...
Agent based Bandwidth Reservation Routing Technique in Mobile Ad Hoc Networks
In mobile ad hoc networks (MANETs), inefficient resource allocation causes heavy losses to the service providers and results in inadequate user proficiency. For improving and automating the quality of service of MA...
A QoS Solution for NDN in the Presence of Congestion Control Mechanism
Both congestion control and Quality of Service (QoS) are important quality attributes in computer networks. Specifically, for the future Internet architecture known as Named Data Networking (NDN), solutions using hop-by-...