A tile inspection operation compliance identification method based on a target tracking algorithm

By using an intelligent video surveillance system to track the behavior of gas inspectors in real time, and employing YOLO and CSRT algorithms to identify and track their operations, the system solves the problems of missed and false inspections in gas inspection operations, ensuring compliance and reducing safety risks.

CN120260129BActive Publication Date: 2026-07-24CHINA UNIV OF MINING & TECH
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Patent Information

Application Number
CN202510344045.9
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2025-03-23
Publication Date
2026-07-24
Estimated Expiration
2045-03-23

AI Technical Summary

Technical Problem

Existing gas inspection operations suffer from problems such as missed inspections and false inspections, making it difficult to effectively supervise the behavior of gas inspectors and leading to frequent gas accidents.

Method used

An intelligent video surveillance system based on target tracking algorithms is adopted. It tracks the behavior of gas inspectors in real time through high-definition video cameras, uses the YOLO algorithm to identify gas inspectors and gas detectors, and combines the CSRT algorithm to perform real-time tracking and standardized operation comparison to determine compliance and issue alarms when non-compliance occurs.

Benefits of technology

It significantly improves the standardization and data reliability of gas inspection operations, reduces human error, enhances transparency and emergency response capabilities, and effectively prevents safety hazards such as gas explosions.

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Abstract

The application discloses a kind of based on target tracking algorithm's gas detection operation compliance identification method, belong to gas detection technical field.The method includes: high-definition video camera is arranged in the methane detection area of mine, real-time acquisition video data in methane detection area and image is preprocessed;By YOLO target detection method, the gas detector in the methane detection area in video is identified;If detecting that gas detector hand holds gas detector and arrives specified methane detection area on time, then it is judged as compliance operation, otherwise it is judged as non-compliance operation;After verifying that gas detector hand holds gas detector arrives specified methane detection area on time, the gas detection operation of scene is tracked in real time by CSRT target tracking algorithm;Then with standardized operation is compared, if gas detection operation meets standardized operation, then it is judged as compliance operation, otherwise it is judged as non-compliance operation.The application can improve the reliability and safety of gas detection operation, reduce the safety risk brought by illegal operation or non-operation.
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