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 …

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 …

Currency security and forensics: a survey

J Chambers, W Yan, A Garhwal… - Multimedia Tools and …, 2015 - Springer
By its definition, the word 'currency'refers to an agreed medium for exchange, a nation's
currency is the formal medium enforced by the elected governing entity. Throughout history …

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 …

mm-CUR: A Novel Ubiquitous, Contact-free, and Location-aware Counterfeit Currency Detection in Bundles Using Millimeter-Wave Sensor

F Niaz, J Zhang, Y Zheng, M Khalid… - ACM Transactions on …, 2024 - dl.acm.org
Target material sensing in non-invasive and ubiquitous contexts plays an important role in
various applications. Recently, a few wireless sensing systems have been proposed for …

Banknote identification through unique fluorescent properties

R Ferrero, B Montrucchio - IEEE Transactions on Dependable …, 2023 - ieeexplore.ieee.org
The use of printed banknotes is widespread despite cashless payment methods: for
example, more than 27 billion euro banknotes are currently in circulation, and this amount is …

Identification of Fake Indian Currency using Convolutional Neural Network

R Sumalatha, BJ Reddy… - 2022 6th International …, 2022 - ieeexplore.ieee.org
The progression of shading printing innovation has expanded the rate of Fake currency
copying notes on a large scale. Albeit electronic monetary exchanges are turning out to be …

Classification of Mexican paper currency denomination by extracting their discriminative colors

F García-Lamont, J Cervantes, A López… - Advances in Soft …, 2013 - Springer
In this paper we describe a machine vision approach to recognize the denomination classes
of the Mexican paper currency by extracting their color features. A banknote's color is …

Automatic defect classification on a production line

NA Borghese, M Fomasi - Intelligent Industrial Systems, 2015 - Springer
We describe here a novel defect classification system that works in real-time on the images
of material running on the production line, provided by a video-inspection module. The …

Endüstriyel sistemlerde arkaplan çıkarımı tabanlı hareketli nesne tespiti ve sayılması için yeni bir yaklaşım

M Karaköse, M Baygın, İ Aydın… - … Fen Bilimleri Dergisi, 2016 - dergipark.org.tr
Bilgisayarlı görme ve görüntü işleme yaklaşımları günümüzde endüstriyel kontrol
sistemlerinde oldukça önemli bir yer tutmaktadır. Özellikle kalite kontrol sistemlerinde …