Research and Application of Intelligent Manufacturing Technology for Financial Payment Products Based on Multi - Spectral Machine Vision Technology

Yueqian Ke; Yiqing Ye; Wei Jiang; Kunyuan Li

doi:10.47297/taposatWSP2633-456911.20250604

PDF
导出
分享
收藏
专辑

Research and Application of Intelligent Manufacturing Technology for Financial Payment Products Based on Multi - Spectral Machine Vision Technology

6卷第4期

浏览量: 0 Downloads: 0

Research and Application of Intelligent Manufacturing Technology for Financial Payment Products Based on Multi - Spectral Machine Vision Technology
Research and Application of Intelligent Manufacturing Technology for Financial Payment Products Based on Multi - Spectral Machine Vision Technology
College of Physics and Information Engineering, QuanZhou Normal University, Quanzhou, 362000, Fujian
2025年6卷第4期页码：65-69
纸质出版日期：2025-04-22
DOI：10.47297/taposatWSP2633-456911.20250604
Accepted：

Scan QR Code

(2025). Research and Application of Intelligent Manufacturing Technology for Financial Payment Products Based on Multi - Spectral Machine Vision Technology. 科技理论与实践（英文版）, 6(4), 65-69.

Ke Yueqian,Ye Yiqing,Jiang Wei,et al.Research and Application of Intelligent Manufacturing Technology for Financial Payment Products Based on Multi - Spectral Machine Vision Technology[J].Theory and Practice of Science and Technology,2025,06(04):65-69.
(2025). Research and Application of Intelligent Manufacturing Technology for Financial Payment Products Based on Multi - Spectral Machine Vision Technology. 科技理论与实践（英文版）, 6(4), 65-69. DOI： 10.47297/taposatWSP2633-456911.20250604.

Ke Yueqian,Ye Yiqing,Jiang Wei,et al.Research and Application of Intelligent Manufacturing Technology for Financial Payment Products Based on Multi - Spectral Machine Vision Technology[J].Theory and Practice of Science and Technology,2025,06(04):65-69. DOI： 10.47297/taposatWSP2633-456911.20250604.

摘要

Abstract

This paper delves into the field of intelligent manufacturing of financial payment products and explores the application of multi - spectral machine vision technology. By acquiring multi - spectral image data of financial payment terminal products

conducting image processing and feature extraction

constructing a dedicated convolutional neural network model for defect detection

and establishing a defect feature database for traceability analysis

this technology effectively improves the accuracy and efficiency of quality inspection of financial payment products

reduces the product defect rate

provides strong technical support for the intelligent manufacturing of financial payment products

and promotes the industry to develop towards intelligence and high - efficiency.

关键词

Keywords

references

Huang P ,Yang P ,Xu L , et al.Moisture content detection of Tibetan tea based on hyperspectral technology, machine vision and machine learning[J].Journal of Food Measurement and Characterization,2024,19(2):1-19.

Xu Z ,Han Y ,Zhao D , et al.Research Progress on Quality Detection of Livestock and Poultry Meat Based on Machine Vision, Hyperspectral and Multi-Source Information Fusion Technologies.[J].Foods (Basel, Switzerland),2024,13(3).

Zhongyuan L ,Rentian Z ,Chongshan Y , et al.Research on moisture content detection method during green tea processing based on machine vision and near-infrared spectroscopy technology[J].Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy,2022,271120921-120921.

Sun X ,Xu S ,Lu H .Non-Destructive Identification and Estimation of Granulation in Honey Pomelo Using Visible and Near-Infrared Transmittance Spectroscopy Combined with Machine Vision Technology[J].Applied Sciences,2020,10(16).