Research on online visual recognition of coal gangue based on BLOB analysis and support vector machine

被引：0
作者：
Li, Zuming [1 ]
Zou, Huadong [1 ]
机构：
[1] Qingyuan Polytech, Coll Electromech & Automot Engn, Qingyuan, Guangdong, Peoples R China
来源：
JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING | 2024年 / 24卷 / 4-5期
关键词：
BLOB analysis; machine learning; support vector machine; coal gangue identification;
D O I：
10.3233/JCM-247236
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
In order to solve the problem of real-time and accurate recognition of coal gangue in the intelligent separation system of coal gangue, an online visual recognition algorithm of coal gangue based on BLOB analysis and machine learning is proposed. It filters the easily recognized gangue or coal by triple filter model with small calculation, which only discriminating the suspected gangue image extremely difficult to recognize. The remaining small amount of suspected coal gangue image is distinguished by calculating the local characteristic parameters and inputting them into the SVM classification model. The algorithm has been applied to the intelligent sorting system of coal gangue and verified by experiments. The test results show that it improves the recognition rate of coal gangue and ensures the real-time detection.
引用
收藏
页码：2123 / 2134
页数：12
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