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Fake Currency Detection [PDF]

E3S Web of Conferences
Due to the great technological developments in the field of color printing in the past few years, it is becoming increasingly recognized that counterfeiting is a serious problem.
Shamini S. Sweetline, Nandhini G., Varshini R.S., Dharini T.   +3 more
doaj   +8 more sources

Automatic Counterfeit Currency Detection Using a Novel Snapshot Hyperspectral Imaging Algorithm [PDF]

Sensors, 2023
In this study, a snapshot-based hyperspectral imaging (HSI) algorithm that converts RGB images to HSI images is designed using the Raspberry Pi environment.
Arvind Mukundan, Yu-Ming Tsao, Wen-Min Cheng, Fen-Chi Lin, Hsiang-Chen Wang   +4 more
doaj   +3 more sources

Recent Advances in Counterfeit Art, Document, Photo, Hologram, and Currency Detection Using Hyperspectral Imaging [PDF]

Sensors, 2022
Forgery and tampering continue to provide unnecessary economic burdens. Although new anti-forgery and counterfeiting technologies arise, they inadvertently lead to the sophistication of forgery techniques over time, to a point where detection is no ...
Shuan-Yu Huang, Arvind Mukundan, Yu-Ming Tsao, Youngjo Kim, Fen-Chi Lin, Hsiang-Chen Wang   +5 more
doaj   +3 more sources

NSTU-BDTAKA: An open dataset for Bangladeshi paper currency detection and recognition [PDF]

Data in Brief
One of the most popular and well-established forms of payment in use today is paper money. Handling paper money might be challenging for those with vision impairments.
Md. Jubayar Alam Rafi, Mohammad Rony, Nazia Majadi   +2 more
doaj   +3 more sources

JaalTaka: A benchmark dataset for detecting counterfeit Bangladeshi banknotesMendeley Data [PDF]

Data in Brief
The rapid spread of counterfeit currency threatens global economic stability by undermining public confidence and distorting financial systems. These challenges are particularly severe in cash-dependent economies, where reduced trust in paper currency ...
Bibhas Roy Chowdhury Piyas, Fatama Jannat Tisha, Sadia Rahman, Shahrin Islam, Bijoy Roy Chowdhury Preenon   +4 more
doaj   +2 more sources

Fake Indian Currency Detection System

International Journal for Research in Applied Science and Engineering Technology
Abstract: This project introduces a new method of counterfeit Indian currency detection based on machine learning. It integrates image processing methods with sound classification algorithms, and the system examines digital images of banknotes to detect inconsistencies that point to counterfeiting.
Prof. P. S. Purohit, Sanika Dattatraya Bhosle, Ashish Hemant Ghatule, Tejaswini Vijay Kolekar, Ritesh Arvind Kataktalware, Vishal Ramkrishna Patil   +5 more
openaire   +2 more sources

Fake Currency Detection System

International Journal for Research in Applied Science and Engineering Technology
Abstract: This project aims to develop a robust fake currency detection system leveraging image processing and machine learning techniques. Data cleaning involves image quality enhancement and handling of torn or dirty notes. The experimental setup includes a digital camera in a controlled lighting environment to capture currency images. MATLAB is used
S. Udaya Sri, B. Akash, Vivek Khajuria, S. Siva Skandha   +3 more
openaire   +2 more sources

Counterfeit Currency Detection

International Journal of Advanced Research in Science, Communication and Technology
This paper presents a programmed framework designed to identify Indian currency notes and determine whether they are genuine or counterfeit. The system is of great utility in the banking sector and other fields. India has experienced an increase in counterfeit notes of denominations such as 100, 500, and 1000 rupees, attributed to advancements in ...
null Ms. Sayali Desai, null Ms. Prachi Chavan, null Ms. Payal Badade, null Ms. Ishwari Gangurde, null Mr. Vineet Parkhe   +4 more
openaire   +2 more sources

FAKE CURRENCY DETECTION USING IMAGE PROCESSING

International Journal of Computer Science and Mobile Computing, 2022
The advent of color printing technology has also allowed for counterfeit currency notes to be printed and duplicated on a large scale. This has been beneficial and used by those who want to work on high notes. Due to the existence of counterfeit documents, India is plagued by various problems such as black money and corruption.
RAM CHARAN, N. KAVYA, P. BHAVANA
openaire   +2 more sources

Real-time Yemeni Currency Detection

arXiv.org
Banknote recognition is a major problem faced by visually Challenged people. So we propose a application to help the visually Challenged people to identify the different types of Yemenian currencies through deep learning technique. As money has a significant role in daily life for any business transactions, real-time detection and recognition of ...
AL-Edreesi, Edrees, Al-Gaphari, Ghaleb
openaire   +3 more sources