Overview of key technologies for mine-wide intelligent video analysis

CHENG Deqiang; KOU Qiqi; JIANG He; XU Feixiang; SONG Tianshu; WANG Xiaoyi; QIAN Jiansheng

doi:10.13272/j.issn.1671-251x.18165

Gong-kuang zidonghua (Nov 2023)

Overview of key technologies for mine-wide intelligent video analysis

CHENG Deqiang,
KOU Qiqi,
JIANG He,
XU Feixiang,
SONG Tianshu,
WANG Xiaoyi,
QIAN Jiansheng

Affiliations

CHENG Deqiang: School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China
KOU Qiqi: School of Computer Science and Technology, China University of Mining and Technology, Xuzhou 221116, China
JIANG He: School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China
XU Feixiang: School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China
SONG Tianshu: School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China
WANG Xiaoyi: School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China
QIAN Jiansheng: School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, China

DOI: https://doi.org/10.13272/j.issn.1671-251x.18165
Journal volume & issue: Vol. 49, no. 11
pp. 1 – 21

Abstract

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Intelligence is the direction of coal mine development, and intelligent video analysis is an effective way to promote coal mine intelligence. The mine-wide intelligent video analysis technology has real-time monitoring, early warning, and decision support capabilities. It helps to improve the safety, production efficiency, resource utilization efficiency, and environmental sustainability of mining enterprises. The key technologies of mine-wide intelligent video analysis are introduced in detail, including video acquisition and processing technologies such as video acquisition equipment, video pre-processing, video compression and coding, basic video analysis technologies such as object detection and tracking, motion detection and analysis, object recognition and classification, and advanced video analysis technologies such as behaviour recognition and analysis, event detection and alarm, video monitoring and arming. A mining intelligent AI visual intelligence service platform that integrates video recognition analysis and industrial linkage control functions is developed. The paper introduces the application of intelligent video analysis technology in mining production scenarios such as intelligent water and gas exploration and discharge systems, coal rock recognition and cutting systems, heading working faces, fully mechanized working faces, coal flow transportation systems, mine hoist systems, auxiliary transportation systems, coal preparation plants, and intelligent loading and coal blending systems. The analysis points out that the current mine-wide intelligent video analysis technology still faces challenges in terms of video quality, complex backgrounds, real-time requirements, data privacy and security, system reliability and stability, etc. It is suggested to strengthen the research on algorithm improvement and optimization, multimodal data fusion, real-time analysis and edge computing, enhanced learning and independent decision-making, data privacy and security protection, hardware equipment and sensor technology in the future. Therefore, the development of mine-wide intelligent video analysis technology is comprehensively promoted and promote the process of mine intelligence is promoted.

Published in Gong-kuang zidonghua

ISSN: 1671-251X (Print)
Publisher: Editorial Department of Industry and Mine Automation
Country of publisher: China
LCC subjects: Technology: Mining engineering. Metallurgy
Website: http://www.gkzdh.cn/en.htm

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