A survey on banknote recognition methods by various sensors

JW Lee, HG Hong, KW Kim, KR Park - Sensors, 2017 - mdpi.com
Despite a decrease in the use of currency due to the recent growth in the use of electronic
financial transactions, real money transactions remain very important in the global market …

[PDF][PDF] The Detection of Counterfeit Banknotes Using Ensemble Learning Techniques of AdaBoost and Voting.

RS Khairy, AS Hussein… - International Journal of …, 2021 - inass.org
The movement of cash flow transactions by either electronic channels or physically created
openings for the influx of counterfeit banknotes in financial markets. Aided by global …

Deep learning-based fake-banknote detection for the visually impaired people using visible-light images captured by smartphone cameras

TD Pham, C Park, DT Nguyen, G Batchuluun… - IEEE …, 2020 - ieeexplore.ieee.org
Automatic recognition of fake banknotes is an important task in practical banknote handling.
Research on this task has mostly involved methods applied to automatic sorting machines …

Identity Document and banknote security forensics: a survey

AB Centeno, OR Terrades, JL Canet… - arXiv preprint arXiv …, 2019 - arxiv.org
Counterfeiting and piracy are a form of theft that has been steadily growing in recent years.
Banknotes and identity documents are two common objects of counterfeiting. Aiming to …

Automatic feature weighting for improving financial Decision Support Systems

YO Serrano-Silva, Y Villuendas-Rey… - Decision Support …, 2018 - Elsevier
We propose a novel methodology for improving financial Decision Support Systems (DSS)
through automatic feature weighting. Using this methodology, we show that automatic …

Recurrent comparator with attention models to detect counterfeit documents

AB Centeno, OR Terrades, JL Canet… - 2019 International …, 2019 - ieeexplore.ieee.org
This paper is focused on the detection of counterfeit documents via the recurrent comparison
of the security textured background regions of two images. The main contributions are …

An image-based approach to detection of fake coins

L Liu, Y Lu, CY Suen - IEEE transactions on information …, 2017 - ieeexplore.ieee.org
We propose a new approach to detect fake coins using their images in this paper. A coin
image is represented in the dissimilarity space, which is a vector space constructed by …

Analysis of counterfeit currency detection techniques for classification model

A Upadhyaya, V Shokeen… - 2018 4th International …, 2018 - ieeexplore.ieee.org
Counterfeit currency is one of the threats which creates vice to nation's economy and hence
impacts the growth worldwide. Producing forge currency or fabricating fake features in the …

Automatic Indian currency denomination recognition system based on artificial neural network

M Gogoi, SE Ali, S Mukherjee - 2015 2nd International …, 2015 - ieeexplore.ieee.org
Automatic detection and recognition of Indian currency note has gained a lot of research
attention in recent years particularly due to its vast potential applications. In this paper we …

[HTML][HTML] Exploratory analysis for the identification of false banknotes using portable X-ray Fluorescence spectrometer

MAZ Jara, CL Obregón, CA Del Castillo - Applied Radiation and Isotopes, 2018 - Elsevier
The aim of this study was to verify if a portable X-ray fluorescence (pXRF) spectrometer can
recognize the security features in banknotes that are reproducible by counterfeiters …