CN112040196A - Indoor intelligent security system based on machine vision - Google Patents
Indoor intelligent security system based on machine vision Download PDFInfo
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- CN112040196A CN112040196A CN202010969344.9A CN202010969344A CN112040196A CN 112040196 A CN112040196 A CN 112040196A CN 202010969344 A CN202010969344 A CN 202010969344A CN 112040196 A CN112040196 A CN 112040196A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
- H04N7/181—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B13/00—Burglar, theft or intruder alarms
- G08B13/18—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength
- G08B13/189—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems
- G08B13/194—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems
- G08B13/196—Actuation by interference with heat, light, or radiation of shorter wavelength; Actuation by intruding sources of heat, light, or radiation of shorter wavelength using passive radiation detection systems using image scanning and comparing systems using television cameras
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Abstract
The invention discloses an indoor intelligent security system based on machine vision, which comprises a management platform for cloud storage, a communication network based on a wireless network or an optical fiber and an indoor monitoring platform, wherein the indoor monitoring platform comprises a plurality of cameras which are all communicated with the network, the management platform is communicated with the indoor monitoring platform through the communication network, the management platform carries out data information transmitted by the indoor monitoring platform and can feed back the data information to the indoor monitoring platform in real time, the indoor monitoring platform comprises a video security monitoring module, a safety explosion-proof monitoring module, an image evaluation and identification module and an intelligent tracking module, and the video security monitoring module, the safety explosion-proof monitoring module, the image evaluation and identification module and the intelligent tracking module are all communicated with one another. According to the invention, the human face can be accurately identified by using the image evaluation and identification module, the information data management platform is matched, and once danger matching occurs, intelligent tracking can be carried out by using the intelligent tracking module.
Description
Technical Field
The invention relates to the technical field of intelligent security systems, in particular to an indoor intelligent security system based on machine vision.
Background
A security & protection system (SPS) is defined in domestic standards as an intrusion alarm system, a video security monitoring system, an entrance control system, a BSV liquid crystal splicing wall system, an entrance fire protection system, an explosion-proof security inspection system, etc. which are constructed by using security products and other related products with the purpose of maintaining social public security; or an electronic system or network of subsystems combined or integrated by these systems. And abroad are more called loss prevention and crime prevention. Loss prevention is a task for the security industry, and crime prevention is a responsibility of police law enforcement. The safety precaution system is called as a public safety precaution system in the whole, so as to protect personal and property safety, information and communication safety and achieve the purposes of loss prevention and crime prevention. The security protection means that the security protection of people, equipment, buildings or areas is comprehensively realized by adopting the modes of manpower protection, technical protection, physical protection and the like in buildings or building groups (including surrounding areas) or specific places and areas.
Along with the development of the information technology of the times, people pay more and more attention to security protection, especially in some large-scale shopping malls, stations and the like, the existing security protection system has less security protection monitoring functionality, cannot fully utilize the matching identification effect of a machine, lacks comprehensive security protection alarm, and has poor overall security protection effect. For this reason, a corresponding technical scheme needs to be designed to solve the existing technical problems.
SUMMERY OF THE UTILITY MODEL
Technical problem to be solved
Aiming at the defects of the prior art, the invention provides an indoor intelligent security system based on machine vision, which solves the problems that: along with the development of the information technology of the times, people pay more and more attention to security protection, especially in some large-scale shopping malls, stations and the like, the existing security protection system has less security protection monitoring functionality, cannot fully utilize the matching identification effect of a machine, lacks comprehensive security protection alarm, and has poor integral security protection effect.
(II) technical scheme
In order to achieve the purpose, the invention is realized by the following technical scheme: an indoor intelligent security system based on machine vision comprises a management platform for cloud storage, a communication network based on a wireless network or an optical fiber and an indoor monitoring platform, the indoor monitoring platform comprises a plurality of cameras which are all communicated with a network, the management platform is communicated with the indoor monitoring platform through a communication network, the management platform carries out data transmission of the indoor monitoring platform and can feed back the data to the indoor monitoring platform in real time, the indoor monitoring platform comprises a video security monitoring module, a safety explosion-proof monitoring module, an image evaluation and identification module and an intelligent tracking module, the video security monitoring module, the safety explosion-proof monitoring module, the image evaluation and identification module and the intelligent tracking module are all communicated with each other, the intelligent tracking module comprises a data positioning unit, a monitoring locking unit and a video tracking unit.
As a further preferred mode of the present invention, the data positioning unit may collect an image through the video security monitoring module and transmit the image to the management platform for image discrimination, if the monitoring locking unit is started, the monitoring locking unit sends an instruction to the video security monitoring module, and the video tracking unit calls the camera for tracking and collecting.
As a further preferred mode of the present invention, the video security monitoring module includes a light sensing adjustment unit, a color difference adjustment unit, a definition control unit and a transmission unit, the light sensing adjustment unit can control the definition of the acquired image by matching the intensity of light with the light, the definition control unit can adjust the focal length of the camera, change the distance of the acquired image, and enlarge or reduce the local range, and the transmission unit can transmit the acquired image data.
As a further preferred mode of the present invention, the image evaluation module includes a face analysis module, a light adjustment module, a comparison analysis unit and an alarm prompting unit, wherein the face analysis module is configured to determine a human target, acquire a position of a face, communicate with a camera on a fixed site, and perform preliminary analysis on an acquired image; the light ray adjusting module is set to adjust according to light ray conditions and is matched with the face collecting module to adjust the brightness.
As a further preferable mode of the present invention, the comparison and analysis unit may call and match the cloud storage platform information, the comparison and analysis unit is configured to compare the collected face target with face data of a database storage module of the cloud storage platform, and the alarm reminding unit is configured to alarm and warn a user.
As a further preferred mode of the invention, the management platform establishes a security database module, a calling matching module and a centralized storage module, the security database module can count and store the specific information of dangerous persons in real time, the calling matching module can transmit the security database module to the indoor monitoring platform for matching in real time, and the centralized storage module is used for storing the data information of the indoor monitoring platform and carrying out confidential management.
As a further preferable mode of the present invention, the safety and explosion-proof monitoring module includes a defense detection unit, a sensing identification unit and a peripheral detection defense unit, the defense detection unit includes a dual technology mobile detector, a passive infrared detector, a glass breakage detector, an optical fiber loop, a door contact point, a door lock status indication, etc., the sensing identification unit includes a plurality of sensors for real-time monitoring such as temperature sensing, humidity sensing, sound sensing, gas sensing, etc., and the peripheral detection defense unit selects detection technologies such as pickup cables, optical fibers, inertial sensors, underground cables, capacitive sensors, microwaves, active infrared detectors, etc., to perform security detection on an enclosure, a high wall and an unmanned area.
As a further preferred mode of the present invention, the indoor monitoring platform is based on 5G real-time communication, and the storage space of the indoor monitoring platform is 150-.
(III) advantageous effects
The invention provides an indoor intelligent security system based on machine vision. The method has the following beneficial effects:
(1) according to the invention, the management platform can be used for uploading the collected data of the indoor monitoring platform through the network, and the cloud storage method is adopted for storing the data, so that the storage capacity of security data is enlarged.
(2) According to the indoor monitoring system, the video security monitoring module and the safety explosion-proof monitoring module in the indoor monitoring platform are used, the video security monitoring module can be used for monitoring in real time through the camera, the safety explosion-proof monitoring module can be used for monitoring dangerous goods through various sensors, real-time alarming is achieved, and safety is improved.
(3) According to the invention, the human face can be accurately identified by using the image evaluation and identification module, the information data management platform is matched, and once danger matching occurs, intelligent tracking can be carried out by using the intelligent tracking module.
Drawings
FIG. 1 is a schematic diagram of a management platform schematic framework of the present invention;
fig. 2 is a schematic diagram of a principle framework of the indoor monitoring platform of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1-2, an embodiment of the present invention provides a technical solution: an indoor intelligent security system based on machine vision comprises a management platform for cloud storage, a communication network based on a wireless network or an optical fiber and an indoor monitoring platform, the indoor monitoring platform comprises a plurality of cameras which are all communicated with a network, the management platform is communicated with the indoor monitoring platform through a communication network, the management platform carries out data transmission of the indoor monitoring platform and can feed back the data to the indoor monitoring platform in real time, the indoor monitoring platform comprises a video security monitoring module, a safety explosion-proof monitoring module, an image evaluation and identification module and an intelligent tracking module, the video security monitoring module, the safety explosion-proof monitoring module, the image evaluation and identification module and the intelligent tracking module are all communicated with each other, the intelligent tracking module comprises a data positioning unit, a monitoring locking unit and a video tracking unit.
The data positioning unit can acquire images through the video security monitoring module and transmit the images to the management platform to judge the images, if the monitoring locking unit is started, the monitoring locking unit sends an instruction to the video security monitoring module, the video tracking unit calls the camera to track and acquire the images, the data positioning unit can be used for accurately positioning through the design, the monitoring locking unit is started, and meanwhile accurate video tracking service is carried out.
Video security protection monitoring module includes sensitization adjustment unit, colour difference adjustment unit, definition the control unit and transmission unit, sensitization adjustment unit accessible light is strong and weak to cooperate light, and the image definition is gathered in the control, the adjustable camera focus of definition the control unit changes the distance of gathering the picture, and local range enlargies or reduces, transmission unit can transmit gathering image data, can use sensitization adjustment unit and colour difference adjustment unit to adjust light and colour difference through such design, improves the image definition, uses definition the control unit to carry out local enlargement simultaneously, is convenient for observe, uses transmission unit to transmit data.
The image evaluation module comprises a face analysis module, a light ray adjustment module, a comparison analysis unit and an alarm reminding unit, wherein the face analysis module is used for determining a human body target, acquiring the position of a face, communicating with a camera on a fixed site and carrying out preliminary analysis on an acquired image; the light adjustment module is set to adjust according to light conditions, the brightness is adjusted by matching with the facial acquisition module, the acquired images can be analyzed by using the facial analysis module and the contrast analysis unit through the design, and the acquired images are contrasted with the security database module in the management platform.
The comparison and analysis unit can call and match the cloud storage platform information, the comparison and analysis unit is set to compare the collected facial target with facial data of a database storage module of the cloud storage platform, the alarm reminding unit is set to alarm and warn a user, and the alarm reminding unit is used for reminding the user if the design comparison and analysis is used for judging that the collected facial target is matched with the dangerous information.
The management platform establishes a security database module, calls a matching module and a centralized storage module, the security database module can count and store the specific information of dangerous figures in real time, the calling matching module can transmit the security database module to the indoor monitoring platform in real time for matching, the centralized storage module is used for storing the data information of the indoor monitoring platform and carrying out security management, the management platform is used for establishing the security database through the design, and meanwhile, the calling matching can be carried out in real time.
The anti-explosion safety monitoring module comprises a defense detection unit, a sensing identification unit and a peripheral detection defense unit, wherein the defense detection unit comprises a dual-technology mobile detector, a passive infrared detector, a glass breakage detector, an optical fiber loop, a door contact point, a door lock state indication and the like, the sensing identification unit comprises a plurality of sensors for temperature sensing, humidity sensing, sound sensing, gas sensing and the like for real-time monitoring, the peripheral detection defense unit carefully selects detection technologies such as pickup cables, optical fibers, inertial sensors, underground cables, capacitive sensors, microwaves and active infrared detectors and carries out security detection on enclosing walls, high walls and unmanned areas, and the anti-explosion safety monitoring module can be used for installing a plurality of detection sensors through the design to carry out safety detection on indoor and outdoor peripheries.
The indoor monitoring platform is based on 5G real-time communication, the storage space of the indoor monitoring platform is 150-200TB, the indoor monitoring platform can transmit the storage data to the management platform in real time, and the indoor monitoring platform can be used for storing the data and transmitting the data through a network through the design.
The working principle is as follows: when the system is used, a double-technology mobile detector, a passive infrared detector, a glass breakage detector, an optical fiber loop, a door contact point and a door lock state indication can be installed indoors to be detected, a pickup cable, an optical fiber, an inertial sensor, an underground cable, a capacitive sensor, a microwave and an active infrared detector are installed outdoors, meanwhile, collected data are uploaded through a network, data are stored through a cloud storage method, the storage capacity of security data is enlarged, a security database can be established and transmitted to an indoor monitoring platform through the network in real time on a management platform, the indoor monitoring platform can collect information in real time and match the content of the security database, once the same dangerous information is matched, real-time tracking can be carried out, and the security safety is improved.
The invention relates to a universal standard part or a part known by technicians in the field, which has the structure and the principle that the technicians can know the parts through a technical manual or a conventional experimental method, and solves the problems that along with the development of the information technology in the times, people pay more and more attention to security protection, especially in large-scale shopping malls, stations and the like, the existing security protection system has less security protection monitoring functionality, cannot fully utilize the matching recognition effect of a machine, lacks of comprehensive security protection alarm and has poor overall security protection effect The safety anti-explosion monitoring module can be used for monitoring dangerous articles in real time through the camera by using the video security monitoring module, alarming in real time and improving safety by using the safety anti-explosion monitoring module and monitoring dangerous articles through various sensors.
While there have been shown and described what are at present considered the fundamental principles and essential features of the invention and its advantages, it will be apparent to those skilled in the art that the invention is not limited to the details of the foregoing exemplary embodiments, but is capable of other specific forms without departing from the spirit or essential characteristics thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.
Furthermore, it should be understood that although the present description refers to embodiments, not every embodiment may contain only a single embodiment, and such description is for clarity only, and those skilled in the art should integrate the description, and the embodiments may be combined as appropriate to form other embodiments understood by those skilled in the art.
Claims (8)
1. The utility model provides an indoor intelligent security system based on machine vision which characterized in that: including the management platform that is used for cloud storage, communication network and the indoor monitoring platform based on wireless network or optic fibre, indoor monitoring platform includes a plurality of camera, the equal intercommunication network of a plurality of camera, the management platform communicates with indoor monitoring platform through communication network, the management platform carries out the data of indoor monitoring platform transmission and can feed back to indoor monitoring platform in real time, indoor monitoring platform includes video security protection monitoring module, safe explosion-proof monitoring module, image aassessment identification module and intelligent tracking module, video security protection monitoring module, safe explosion-proof monitoring module, image aassessment identification module and intelligent tracking module all communicate each other, intelligent tracking module includes data positioning unit, control locking unit, video tracking unit.
2. The indoor intelligent security system based on the machine vision is characterized in that: the data positioning unit can acquire images through the video security monitoring module and transmit the images to the management platform to judge the images, if yes, the monitoring locking unit is started, the monitoring locking unit sends an instruction to the video security monitoring module, and the video tracking unit calls the camera to perform tracking acquisition.
3. The indoor intelligent security system based on the machine vision is characterized in that: video security protection monitoring module includes sensitization adjusting element, colour difference adjusting element, definition the control unit and transmission unit, sensitization adjusting element accessible light is strong and weak to cooperate light, and the control gathers the image definition, the adjustable camera focus of definition the control unit changes the distance of gathering the picture, and local range enlargies or reduces, transmission unit can transmit the image data of gathering.
4. The indoor intelligent security system based on the machine vision is characterized in that: the image evaluation module comprises a face analysis module, a light ray adjustment module, a comparison analysis unit and an alarm reminding unit, wherein the face analysis module is used for determining a human body target, acquiring the position of a face, communicating with a camera on a fixed site and carrying out preliminary analysis on an acquired image; the light ray adjusting module is set to adjust according to light ray conditions and is matched with the face collecting module to adjust the brightness.
5. The indoor intelligent security system based on the machine vision is characterized in that: the comparison and analysis unit can call the cloud storage platform information and match the cloud storage platform information, the comparison and analysis unit is set to compare the collected facial target with facial data of a database storage module of the cloud storage platform, and the alarm reminding unit is set to alarm and warn a user.
6. The indoor intelligent security system based on the machine vision is characterized in that: the management platform establishes a security database module, calls a matching module and a centralized storage module, the security database module can count and store the specific information of dangerous figures in real time, the calling matching module can transmit the security database module to the indoor monitoring platform for matching in real time, and the centralized storage module is used for storing the data information of the indoor monitoring platform and carrying out confidential management.
7. The indoor intelligent security system based on the machine vision is characterized in that: the anti-explosion safety monitoring module comprises a defense detection unit, a sensing identification unit and a peripheral detection defense unit, wherein the defense detection unit comprises a dual-technology mobile detector, a passive infrared detector, a glass breakage detector, an optical fiber loop, a door contact point, a door lock state indication and the like, the sensing identification unit comprises a plurality of sensors for temperature sensing, humidity sensing, sound sensing, gas sensing and the like for real-time monitoring, the peripheral detection defense unit carefully selects detection technologies such as pickup cables, optical fibers, inertial sensors, underground cables, capacitive sensors, microwaves and active infrared detectors and carries out security detection on an enclosure wall, a high wall and an unmanned area.
8. The indoor intelligent security system based on the machine vision is characterized in that: the indoor monitoring platform is based on 5G real-time communication, the storage space of the indoor monitoring platform is 150-200TB, and the indoor monitoring platform can transmit the storage data to the management platform in real time.
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| CN202010969344.9A CN112040196A (en) | 2020-09-15 | 2020-09-15 | Indoor intelligent security system based on machine vision |
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| CN202010969344.9A CN112040196A (en) | 2020-09-15 | 2020-09-15 | Indoor intelligent security system based on machine vision |
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| CN114332744A (en) * | 2022-03-10 | 2022-04-12 | 成都诺比侃科技有限公司 | Transformer substation self-adaptive security method and system based on machine vision |
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Application publication date: 20201204 |