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Banknote Serial Number Recognition with Deep Learning
The identification of serial numbers on Bangladeshi banknotes presents a considerable challenge for financial institutions, attributed to diverse fonts, intricate designs, and variable lighting conditions. Current studies on automated Bangla Serial Number Recognition (SNR) are scarce, highlighting the need for enhanced solutions to ensure effective ...Abu Bin Fahd +2 more
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Haar-SVM for Real-time Banknotes Recognition
Journal of Information and Computational Science, 2014Haar wavelet is the simplest possible wavelet, and Support Vector Machine (SVM) is an efiective classifler. This paper proposes a new method that combines the Haar wavelet and SVM for the flrst time to solve the problem of small denomination banknotes recognition with small computations, real timing and excellent performance.
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Persian Banknote Recognition Using Wavelet and Neural Network
2012 International Conference on Computer Science and Electronics Engineering, 2012In this paper a new Persian banknote recognition system using wavelet transform and neural network has been proposed. The required images for the selected banknotes are obtained using a scanner. The color images are first converted to gray scale images, and then the discrete wavelet transform (DWT) is applied on the selected images and features are ...
F. Poor Ahangaryan +2 more
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An attention-based network for serial number recognition on banknotes
Signal Processing: Image Communication, 2022Zhijie Lin 0003 +5 more
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Brazilian Banknote Recognition Based on CNN for Blind People
Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2023Odalisio L. S. Neto +3 more
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Overview of Deep Learning Models for Banknote Recognition
2023 17th International Conference on Electronics Computer and Computation (ICECCO), 2023Ualikhan Sadyk +2 more
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Banknote recognition by means of optimized masks, neural networks and genetic algorithms
Engineering Applications of Artificial Intelligence, 1999Fumiaki Takeda, Sigeru Omatu
exaly