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 113
- Downloads 0
An Algorithm for Solving Natural Language Query Execution Problems on Relational Databases
There continues to be an increased need for non-experts interaction with databases. This is essential in their quest to make appropriate business decisions. Researchers have, over the years, continued to find a methodolo...
NetMob: A Mobile Application Development Framework with Enhanced Large Objects Access for Mobile Cloud Storage Service
Mobile enterprise applications are primarily devel-oped for existing backend enterprise systems and some usage scenarios require storing of large files on the mobile devices.These files range from large PDFs to media fil...
Mobility Management Using the IP Protocol
Time critical applications, such as VoIP and video conferencing require Internet connectivity all of the time for better performance. Moreover, in case of vehicular networks, it is very common for mobile devices to move...
An Embedded Modbus Compliant Interactive Operator Interface for a Variable Frequency Drive Using Rs 485
The paper proposes the architecture and software design of a Modbus Compliant Operator Interface Panel (MCOIP) for a high speed Variable Frequency Drive (VFD) – a state of the art embedded design that offers several key...
Using Induced Fuzzy Bi-Model to Analyze Employee Employer Relationship in an Industry
The employee-employer relationship is an intricate one. In an industry, the employers expect to achieve performances in quality and production in order to earn profit, on the other side employees need good pay and all po...