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A manhole cover anti-theft method and device based on image recognition

A technology of image recognition and manhole covers, which is applied in measuring devices, character and pattern recognition, force/torque/power measuring instruments, etc., can solve the problems of high cost, inability to use ordinary manhole covers, complex design of anti-theft manhole covers, etc., to reduce anti-theft cost effect

Active Publication Date: 2022-06-07
无锡瑞鼎电力科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

It solves the technical problems that the anti-theft manhole cover in the prior art cannot be modified and used by the existing ordinary manhole cover, the redesign of the cast anti-theft manhole cover leads to excessive cost, and the existing anti-theft manhole cover is complex in design, and the technical problems of inconvenient construction in the manhole cover exist in practical applications

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  • A manhole cover anti-theft method and device based on image recognition
  • A manhole cover anti-theft method and device based on image recognition
  • A manhole cover anti-theft method and device based on image recognition

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Embodiment 1

[0036] See Attached Figure 1, embodiment of the present application provides a manhole cover anti-theft method based on image recognition, wherein the method is applied to a manhole cover anti-theft device based on image recognition, the device is connected to a miniature intelligent camera and a first sensor communication connection, the method specifically comprises the following steps:

[0037] Step S100: Image acquisition according to the mini smart camera to obtain the first image information;

[0038] Specifically, the manhole cover anti-theft method based on image recognition refers to the recording of manhole cover operator operation process data through intelligent cameras and sensors, etc., and analyzes the operator's action characteristics and other information based on recorded operation image data, conducts a risk assessment of the manhole cover operation, and issues corresponding reminders to prevent manhole cover theft. The manhole cover anti-theft device based on i...

Embodiment 2

[0096] Based on the invention concept of a manhole cover anti-theft method based on image recognition in the foregoing embodiment, the present invention further provides a manhole cover anti-theft device based on image recognition, wherein the apparatus comprising: inner manhole cover body 1, camera hidden hole 2, infrared sensor 3, hydraulic pump (escape) 4, mechanical handle 5, mechanical lock body 6, triaxial lock rod 7, Internet of Things off 8, large capacity lithium battery 9, telescopic limit rod 10, smart lock hole 11.

[0097] Specifically, as attached Figure 5 、 Figure 6 、 Figure 7As shown, the inner manhole cover body 1 refers to the internal manhole cover of the anti-theft manhole cover, i.e., the sub-manhole cover, the inner manhole cover body 1 is equipped with the camera hidden hole 2, infrared sensor 3, hydraulic pump (escape) 4, mechanical handle 5, mechanical lock body 6. Wherein, the camera hidden hole 2 is equipped with the intelligent miniature camera for shoo...

Embodiment 3

[0099] Based on an image recognition-based manhole cover anti-theft method in the foregoing embodiments, the same invention is conceived, the present invention further provides a manhole cover anti-theft device based on image recognition, see attached Figure 8 , the apparatus comprising:

[0100] The first obtained unit 11, the first obtained unit 11 for image acquisition according to the miniature intelligent camera, to obtain the first image information;

[0101] The second obtained unit 12, the second obtained unit 12 for obtaining a first real-time feature action set by analyzing the behavioral characteristics of the first image information;

[0102] The third obtained unit 13, the third obtained unit 13 for obtaining a first similarity information according to the first real-time feature action set and the first historical feature action set;

[0103] The fourth obtaining unit 14, the fourth obtaining unit 14 for collecting the force data of the first sub-manhole cover accord...

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Abstract

The present application discloses a manhole cover anti-theft method and device based on image recognition. The method includes: obtaining first image information by collecting images according to the miniature smart camera; analyzing behavioral characteristics of the first image information , to obtain the first real-time feature action set; according to the first real-time feature action set and the first historical feature action set, obtain the first similarity information; collect the force data of the first sub-manhole cover according to the first sensor, and obtain First force information; input the first similarity information and the first force information into an early warning evaluation model, and obtain a first risk coefficient according to the early warning evaluation model; obtain a first risk coefficient according to the first risk coefficient First alarm message. It achieves the effect of anti-theft after the transformation of the existing common manhole cover, and intelligently monitors the process of manhole cover opening. Once an abnormality occurs, an early warning is issued immediately, thereby reducing the technical effect of manhole cover anti-theft costs.

Description

Technical field [0001] The present application relates to the field of artificial intelligence, in particular to a manhole cover anti-theft method and apparatus based on image recognition. Background [0002] Generally speaking, underground drains and underground pipeline passages are equipped with manholes, and manhole covers are installed at the entry of the manholes, which are placed on urban roads and sidewalks due to the need to withstand a large amount of rolling pressure, for which most of these manhole covers are made of roll-resistant cast iron. However, after the installation and use of passenger manhole covers made of cast iron, theft often occurs, which brings serious safety hazards to the passage of vehicles and pedestrians. The anti-theft manhole cover is mainly to prevent thieves from stealing the manhole cover and avoid accidents for pedestrians. [0003] The inventor of the present application, in the process of realizing the technical solution in the embodiment ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06V20/40G06V10/74G06K9/62G06F21/44G01L5/00
CPCG01L5/00G06F21/44G06F18/22
Inventor 顾海骏汤晴焱陈东朱晓龙
Owner 无锡瑞鼎电力科技有限公司