Development an Accurate Neural Network for Coin Recognition

被引：0

作者：

Fonov, Nikolay ^{[1
]}

Ksenia, Urkaeva ^{[1
]}

机构：

[1] Natl Res Nucl Univ MEPhI, Moscow Engn Phys Inst, Dept Comp Syst & Technol, Moscow, Russia

来源：

PROCEEDINGS OF THE 2021 IEEE CONFERENCE OF RUSSIAN YOUNG RESEARCHERS IN ELECTRICAL AND ELECTRONIC ENGINEERING (ELCONRUS) | 2021年

关键词：

coin classification; edge detection; neural network; image processing;

D O I：

10.1109/ElConRus51938.2021.9396592

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper presents recognition system for coins of the USSR that is based on a convolutional neural network and database that stores images of coins and information about each coin. In addition, two algorithms for processing the incoming image were investigated, which occurs in four stages: cropping the background of the image, finding the center of the coin by rotating it, reducing the size of the coin image to increase the recognition speed of the neural network and find the maximum number of collinear vectors.

引用

页码：337 / 341

页数：5

共 50 条

[41] Design and Development of Efficient Face Recognition Architecture using Neural Network on FPGA
Ahmed, M. Tousif
Sinha, Sanjay
PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS), 2018, : 905 - 909
[42] Counterfeit Coin Detection Using Stamp Features and Convolutional Neural Network
Hmood, Ali K.
Dittimi, Tamarafinide, V
Suen, Ching Y.
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE (ICPRAI 2018), 2018, : 273 - 278
[43] Development of the Handwritten Numeral Recognition Based on Neural Network Via Kinet Sensor
Sheu, Jia-Shing
Shou, Ho-Nien
Huang, Ya-Ling
MECHATRONICS AND INDUSTRIAL INFORMATICS, PTS 1-4, 2013, 321-324 : 1162 - +
[44] Design and Development of Neural Network Based Gesture Recognition for Mini Drone Control
Bhadiyadra, Khushi
Kumar, Rishabh
Sagar, D.
Sivasubramanian, Jayahar
10TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTING AND COMMUNICATION TECHNOLOGIES, CONECCT 2024, 2024,
[45] Neural network control for accurate rebar bending
Dunston, PS
Ranjithan, S
Bernold, LE
ANALYSIS AND COMPUTATION, 1996, : 492 - 501
[46] Neural Tensor Completion for Accurate Network Monitoring
Xie, Kun
Lu, Huali
Wang, Xin
Xie, Gaogang
Ding, Yong
Xie, Dongliang
Wen, Jigang
Zhang, Dafang
IEEE INFOCOM 2020 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS, 2020, : 1688 - 1697
[47] Towards Accurate Binary Convolutional Neural Network
Lin, Xiaofan
Zhao, Cong
Pan, Wei
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), 2017, 30
[48] A neural network for handwritten pattern recognition
Santos, NMP
Oliveira, ED
MELECON '96 - 8TH MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, PROCEEDINGS, VOLS I-III: INDUSTRIAL APPLICATIONS IN POWER SYSTEMS, COMPUTER SCIENCE AND TELECOMMUNICATIONS, 1996, : 665 - 668
[49] Tracking by Recognition Using Neural Network
Zeng, Zhiliang
Yu, Ying Kin
Wong, Kin Hong
2018 19TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNPD), 2018, : 297 - 301
[50] Neural Network Based Leaf Recognition
Wable, Pradip B.
Chilveri, Purushottam G.
2016 INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND DYNAMIC OPTIMIZATION TECHNIQUES (ICACDOT), 2016, : 645 - 648

← 1 2 3 4 5 →