Ibthaj Nasr Asmaeil et al., International Journal of Emerging Trends in Engineering Research, 10(2), February 2022, 128 – 132 128 ABSTRACT Banknote recognition in the field of image processing is used to distinguish between banknotes of different countries and determine their values. One of the problems that emerged with this process is the recognization of the banknote. The recognition operations for Myanmar currency denominations comprise six stages: image capturing, preprocessing, target region extraction, number segmentation, currency value recognition, and output with screen displaying and voice. The currency recognition system is implemented by comparing the similarity of each banknote value template via image processing steps in the Matlab environment. To prove the effectiveness of the proposed system, the number of banknote images with two types (new and medium) from each of the four types of denominations were tried. Key words: Currency recognition, Image processing, Libyan currency, Matlab. 1. INTRODUCTION Recognition of a currency is generally known as a classification Denomination banknote that mean value Currency note from different countries. Rating and calculation all banknotes on hand will be boring, long and error prone. Therefore, it is an automated and reliable currency Recognition and counting are good options for transactions Handle different types of tasks such as selling merchandise to the public Transportation, gas stations, banks, etc. Until now, there Many works have been developed to identify the single currency (currency for a specific country) for example Bangladeshi currency [1], Mexican currency [2], US dollar [3], Indian currency [4] Although a lot of research is working to identify currencies For different countries, there is little work done on paper Getting to know the Libyan currency The benefit of this work is the design and development of a framework Four types of. Recognizable Libyan currency denominations that are currently circulating in everyday life (5, 10, 20, 50). The first table shows the four types of The Libyan banknotes used in this work. In addition to organizing the rest, the sections are as follows: The second section is for the creation form database. Suggested approach as for the recognition of the Libyan currency, it is discussed in the third part of this paper. Table I: Libyan currencies 2. LIBYAN CURRENCY SPECIFICATION Features of the Libyan currency There are many features in the Libyan currency; the Libyan Bank decided it. Figure 1. Give an idea about the features of the currency denomination 20 dinars. Figure 1: Security Features 20 Dinar. Currency Recognition System Using Image Processing: Libyan Banknote as a Case Study Ibthaj Nasr Asmaeil 1 , A. Albagul 2 , Abdussalam Ali Ahmed 3 College of Electronics, Bani Walid, Libya 1 The Libyan Center for Engineering Research and Information Technology Bani Walid, Libya 2 Mechanical and Industrial Engineering Department, Bani Waleed University, Bani Waleed/Libya 3 Received Date : January 05, 2022 Accepted Date : January 30, 2022 Published Date : February 07, 2022 ISSN 2347 - 3983 Volume 10. No.2, February 2022 International Journal of Emerging Trends in Engineering Research Available Online at http://www.warse.org/IJETER/static/pdf/file/ijeter171022022.pdf https://doi.org/10.30534/ijeter/2022/171022022