Intelligent detection method for coal flow foreign objects based on dual attention generative adversarial network

Intelligent detection method for coal flow foreign objects based on dual attention generative adversarial network

Foreign objects mixed in during coal mining may cause accidents such as blockage or even tearing of conveyor belt connections. Most existing machine learning algorithms for coal flow foreign objects use supervised learning to automatically recoginze item categories. However, in real industrial and m...

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Bibliographic Details
Main Authors: CAO Zhengyuan, JIANG Wei, FANG Chenghui
Format: Article
Language:zho
Published: Editorial Department of Industry and Mine Automation 2023-12-01
Series:Gong-kuang zidonghua
Subjects:
detection of foreign objects in coal flow
belt conveyor
machine vision
deep learning
generative adversarial network
dual attention mechanism
semi supervised learning
Online Access:http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.18094

Internet

http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.18094

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