Fake Egyptian Currency Detection System using Texture and Shape Characteristics
@article{ElSaid2016FakeEC, title={Fake Egyptian Currency Detection System using Texture and Shape Characteristics}, author={W. K. ElSaid}, journal={International Journal of Computer Applications}, year={2016}, volume={143}, pages={31-36} }
Recently, due to the development in computer software, laser printers and scanners, counterfeiting has become an urgent issue. As a result, distinguishing fake currency from genuine one using new technologies has become more important. This research paper presents a new feature extraction based system for detecting the fake Egyptian paper currency. The process of extracting features is separately performed on both sides of the original and the sample version of the currency image. The obtained…
Tables from this paper
4 Citations
Recognition of the Old and Soiled Indian Paper Currency using Image Processing
- Economics
- 2020
In the paper, a system is proposed which is used to identify the old and soiled Indian paper currency notes. When the new currency notes are introduced and put into circulation, they get passed from…
Automatic Indian New Fake Currency Detection Technique
- Economics
- 2017
Main objective of this paper is to study different key features of new genuine currency and use such techniques to detect and verify new currency circulated by Reserve Bank of India.
Fake Currency Detection
- Computer Science2019 International Conference on Recent Advances in Energy-efficient Computing and Communication (ICRAECC)
- 2019
This work proposes a very helpful and efficient system to detect the fake currency by counting the number of interruptions in the thread line and calculates the entropy of the currency notes for the efficient detection of fake currency note.
Philosophy of Design Egyptian Banknotes Identity Assoc
- Art
- 2019
The research commences by providing a definition of banknote identity and how it relies on the utilization of its varied elements. Furthermore, the scrutiny endeavors to examine banknote design…
References
SHOWING 1-10 OF 14 REFERENCES
Paper Currency Verification System Based on Characteristic Extraction Using Image Processing
- Computer Science
- 2012
This proposed system describes an approach for verification of Indian currency banknotes that consists of a number of components including image processing, edge detection, image segmentation, characteristic extraction, and comparing images.
Indian Currency Recognition and Verification System Using Image Processing
- Computer Science
- 2014
Recognition of paper currency with the help of digital image processing techniques is described and two characteristics of Indian paper currency is selected for counterfeit detection included identification mark and currency serial number.
Fake currency detection using image processing
- Computer Science
- 2018
An automated image-based technique is described for the detection of fake banknotes in Bangladesh where security features of banknote such as watermark, micro-printing, and hologram etc., are extracted from the banknote images and then detection is performed using “Mathlab tools”.
Fake Currency Detection Using Image Processing
- Computer Science
- 2016
In this system, image processing is used to detect the variation in barcode among the real and fake notes.
Indian Paper Currency Authentication System using Image processing
- Computer Science
- 2015
This proposed system describes an approach for verification of Indian currency banknotes, which will be verified by using image processing techniques and MATLAB is used to extract the characteristic features of paper currency.
Neuro-Fuzzy Based Fake Currency Detection System
- Computer Science, Economics
- 2014
This paper presents a Adaptive Neuro Fuzzy inference system for the detection of fake currency and it is expected that this proposed System can provide a faster, cheaper and more accurate result.
An empirical approach for currency identification
- Computer ScienceMultimedia Tools and Applications
- 2013
An empirical approach for automated currency identification is formulated and a prototype is developed and a two parts feature vector is defined comprised of color features and texture features.
Currency security and forensics: a survey
- Computer ScienceMultimedia Tools and Applications
- 2013
This survey serves as a synthesis of the current literature to understand the technology and the mechanics involved in currency manufacture and security, whilst identifying gaps in theCurrent literature.
RECENT DEVELOPMENTS IN PAPER CURRENCY RECOGNITION SYSTEM
- Economics
- 2013
Currency denomination recognition is one the active research topics at present. And this wide interest is particularly due to the various potential applications it has. Monetary tra nsaction is an…
M.V.P., "Banknote Authentication using Normalized Cross Correlation Method
- Discovery Journal,
- 2015