CN108205870A - A kind of campus personal safety intelligent monitoring management system - Google Patents

A kind of campus personal safety intelligent monitoring management system Download PDF

Info

Publication number
CN108205870A
CN108205870A CN201611168913.XA CN201611168913A CN108205870A CN 108205870 A CN108205870 A CN 108205870A CN 201611168913 A CN201611168913 A CN 201611168913A CN 108205870 A CN108205870 A CN 108205870A
Authority
CN
China
Prior art keywords
personal safety
campus
video
monitoring
management system
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201611168913.XA
Other languages
Chinese (zh)
Inventor
潘龙
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Dikeda Technology Co Ltd
Original Assignee
Beijing Dikeda Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Dikeda Technology Co Ltd filed Critical Beijing Dikeda Technology Co Ltd
Priority to CN201611168913.XA priority Critical patent/CN108205870A/en
Publication of CN108205870A publication Critical patent/CN108205870A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02Alarms for ensuring the safety of persons
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/174Facial expression recognition
    • G06V40/176Dynamic expression
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20Movements or behaviour, e.g. gesture recognition
    • G06V40/23Recognition of whole body movements, e.g. for sport training
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H04N7/181Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Business, Economics & Management (AREA)
  • Emergency Management (AREA)
  • Signal Processing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Psychiatry (AREA)
  • Social Psychology (AREA)
  • Alarm Systems (AREA)

Abstract

The present invention proposes a kind of campus personal safety intelligent monitoring management system, including:Video monitoring apparatus is used to acquire the video image at each position;The personal safety remote monitoring platform is carried out telecommunication with the video monitoring apparatus, for receiving the video image from the video monitoring apparatus, and carries out intellectual analysis to the video image, including:Face characteristic is analyzed from the video image, and whether the scene further automatically analyzed in video image according to default behavioural analysis algorithm is abnormal behavior, in case of then alert, monitoring personnel is prompted to carry out concern processing.Automatic monitoring of the invention and behavior intellectual analysis can not only mitigate the burden of monitor, while can promote the safety management ability of whole region again significantly in one.

Description

A kind of campus personal safety intelligent monitoring management system
Technical field
The present invention relates to Campus Security technical field, more particularly to a kind of campus personal safety intelligent monitoring management system.
Background technology
The safe normal development concerning school eduaction teaching of School, concerning the stabilization of school and society.When Lower safe campus construction has been to strengthen the importance of school control, and the connotation and extension about Campus Security has very abundant, master In terms of being related to personal safety, generally speaking Campus Security is human, financial, and material resources, the safety of campus culture synthesis.School is to cultivate talent Place, create a peace and quiet, harmony, health, the study of safety and growth environment for students, be that the students and faculty employee is common Wish, this is also the requirement of whole society's harmonious development.In recent years, using internet+and artificial intelligence as leading informationization technology Rapid development, promoting Campus Security by informationization technology becomes the inexorable trend of Safe Campus development.
Invention content
The purpose of the present invention is intended at least solve one of described technological deficiency.
For this purpose, it is an object of the invention to propose a kind of campus personal safety intelligent monitoring management system.
To achieve these goals, the embodiment in face of the present invention provides a kind of campus personal safety intelligent monitoring management system System, including:Video monitoring apparatus, personal safety remote monitoring platform, mobile terminal, wherein,
The video monitoring apparatus is installed on multiple target areas in campus, wherein, the video monitoring apparatus includes Multiple picture pick-up devices, for acquiring the video image at each position;
The personal safety remote monitoring platform is carried out telecommunication with the video monitoring apparatus, for receiving from institute The video image of video monitoring apparatus is stated, and intellectual analysis is carried out to the video image, including:Divide from the video image Face characteristic is precipitated, and whether the scene further automatically analyzed in video image according to default behavioural analysis algorithm is abnormal Behavior, if it happens, then alert, prompts monitoring personnel to carry out concern processing, wherein the default behavioural analysis is calculated Multiple abnormal behavior is stored in method, including:Violence is wrestled behavioural characteristic and vigorous exercise behavioural characteristic, wherein, it is described The warning message is sent to the main controller of the campus Security Department and associated mobile end by personal safety remote monitoring platform End;
The mobile terminal communicates with the personal safety remote monitoring platform, pacifies for receiving from the person The warning message of full remote monitoring platform, and the warning message is being received, it is pushed at alarm to related personnel or equipment in time Reason notice, and alert process progress is obtained in real time.
Further, storage device is provided in the personal safety remote monitoring platform, for storing regarding for each period Frequency image and intellectual analysis are as a result, wherein, the personal safety remote monitoring platform is stored using HDFS file system.
Further, it further includes:Warning device, the warning device are led to the personal safety remote monitoring platform Letter for judging that personnel's generation violence is wrestled behavior or vigorous exercise in the personal safety remote monitoring platform, sends out alarm Standby signal.
Further, the warning device is installed on the doorway of building in campus, position at the security personnel of campus, using sound-light alarm Device.
Further, the personal safety remote monitoring platform of stating is additionally operable to analysis video image, is passed through in judgment object pre- When fixed polygonal region boundary is entered in warning region, alarm is sent out, and preserves video clip when event occurs, Alarm condition is automatically terminated when the object leaves.
Further, the mobile terminal is mobile phone or tablet computer.
Further, the video monitoring apparatus and the main controller of the campus Security Department, which use, surpasses five class cables and light It is fine to communicate with the personal safety remote monitoring platform.
Further, the warning message that the personal safety remote monitoring platform is sent out provides phone, short message, live language Sound, picture pop-up, information publication, broadcast notification means, wherein, various warning messages can set alarm shift report, safety Period, repetition of alarms period, alarm upgrade cycle.
Further, the personal safety remote monitoring platform provides the region longitude and latitude of GIS map positioning tree construction root node Degree is accurately positioned, and receives video equipment, self-defined map function in the self-defined Adding Area of administrator.
Further, the personal safety remote monitoring platform provides multiple authorization policy setting, including:User management, power Limit management, equipment rights management and illegal URL are intercepted.
Personal safety intelligent monitoring management system in campus according to embodiments of the present invention, by the personnel in target area Abnormal behaviour is monitored, once detecting abnormal behaviour, such as the behaviors such as violence is fought, warm work, then alarm is supervised Control personnel take relevant treatment measure.The present invention realizes that automatic monitoring and behavior intellectual analysis in one, can not only mitigate significantly The burden of monitor, while the safety management ability of whole region can be promoted again.
Video Analysis Technology, big data analysis technology and campus are monitored depth integration by system, construct a whole set of monitoring Analysis system.Different from traditional artificial monitoring, this set system realizes intelligence, analyzes in real time, the function of real-time early warning, not only Manpower has been liberated, the accuracy and promptness of differentiation more greatly improved.Safe Campus monitoring analysis system is with " one, which throws the net, (teaches Educate Metropolitan Area Network (MAN)), a platform (intelligent monitoring analysis platform) ", the post-mordem forensics of tradition monitoring are become into early warning in advance, while profit A large amount of truthful datas are provided with big data analysis technology for the overall management of relevant departments to support, it is achieved thereby that preventing in not So, danger is strangled to the purpose among rudiment.Safety for students in middle and primary schools, which is attended school, provides strong guarantee.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partly become from the following description It obtains significantly or is recognized by the practice of the present invention.
Description of the drawings
The above-mentioned and/or additional aspect and advantage of the present invention will become in the description from combination accompanying drawings below to embodiment Significantly and it is readily appreciated that, wherein:
Fig. 1 is the structure chart according to the campus personal safety intelligent monitoring management system of the embodiment of the present invention;
Fig. 2 is the functional frame composition according to the campus personal safety intelligent monitoring management system of the embodiment of the present invention;
Fig. 3 is the networking schematic diagram according to the embodiment of the present invention;
Fig. 4 is the implementation steps schematic diagram according to the embodiment of the present invention.
Specific embodiment
The embodiment of the present invention is described below in detail, the example of the embodiment is shown in the drawings, wherein from beginning to end Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached The embodiment of figure description is exemplary, it is intended to for explaining the present invention, and is not considered as limiting the invention.
With the continuous development of higher education, students' quantity is on the increase so that school safety security work New difficulty and challenge are faced, traditional security management mode can not be competent at, and change traditional defendance theory, and introducing regards Frequency monitoring system energetically by technological prevention, for protection teachers, students, administrative personnel and workers personal safety as well as the property safety, ensures that campus harmony is stablized, tool There is highly important effect.
It is the important foundation that Campus Security is taken precautions against to establish effective monitoring system, it, which becomes, puies forward school garden management level It is secondary, ensure the new hot spot of personal safety and safety of property.By teaching building, office complex, laboratory building, performing art centre, gymnasium, books The groups of building such as shop, student apartment, equipment room form.This programme is controlled using modern TV monitoring and controlling videoing skill and digital supervision The advanced technological means such as technology may extend away the vision of administrative staff, help administrative staff to teaching building, office complex, reality Test building, performing art centre, gymnasium, each main doorway in library and keypoint part, student apartment entrance, student dining etc.; Teaching building, office complex, the periphery of laboratory building, student apartment periphery, school gate, device rooms, road and crossing, parking lot are single The personnel activity and equipment situation in bicycle shed and public activity region are monitored.Ensure the capsule information, property, Ren Yuanan in campus Entirely.With reference to our company to the practical investigation in campus, with reference to the requirement of campus leader and campus security department to campus routine safety.
The demand that school monitors Campus Security is as follows:To campus inside teaching building, office complex, laboratory building, performing art Center, gymnasium, each main doorway in library and keypoint part, student apartment entrance, student dining etc.;Teaching building is done Public complex building, the periphery of laboratory building, student apartment periphery, school gate, device rooms, road and crossing, parking lot bicycle canopy and public affairs The even in everyday situations of the personnel of zone of action is effectively monitored altogether;Circumference enclosure wall region is implemented to monitor in real time within 24 hours, it is right Vehicles passing in and out is monitored.Key area is using advanced high-speed intelligent quick to effectively being supervised to the maximum extent in one's respective area Pipe is positioned, track scanning using advanced 3D, and the functions such as style path make Intelligent high-speed dome camera play maximum video monitoring efficiency. Existing transfer resource inside school is made full use of, such as:Network, optical fiber, irrigation canals and ditches etc..Hardware device uses plug and play knot more Structure, software use modular mode, and such software and hardware mode has two big benefits:First is the difficulty for reducing software and hardware upgrading in the future Easy degree, second is the maintenance for the system that greatly reduces, in terms of System right management, using " matrix " formula management mode.System System carries out the storage of image using the mode of network hard disk video recorder combination central store, and the preservation of image is no less than one month Time.By the Video Document preservation in each place in case the inquiry in future, provides a variety of inquiry modes, need to make if necessary It is stored into CD.A video camera is moved to front end can carry out remote control operation.Outdoor camera should be taken effective anti- Thunder measure.The pattern at sub-control room and center guard monitor center is set, and the centrally disposed control room of guard monitor central machine room is set Control centre.Monitoring center setting video wall is shown.Reserved electronic map display function, can the direct viewing from electronic map Image.Reserved networking interface, the upgrading networking of convenient education department later.Telecommunication network coffret, convenient related are provided The situation in campus is supervised when school department head goes on business.The management system in parking lot is assisted, can clearly distinguish the board of vehicles passing in and out Number project will make security comprehensive treatment ability be greatly improved after building up, it is established that take precautions against, control with strike in one Complete chain, formed and beat the Network virus defensive system of prevention and control one.Make student, the teaching of teaching and administrative staff, orders of life, equipment property Have great importance from loss.
As shown in Figure 1, the campus personal safety intelligent monitoring management system of the embodiment of the present invention, including:Video monitoring fills Put 1, personal safety remote monitoring platform 2, mobile terminal 3.
Specifically, video monitoring apparatus 1 is installed on multiple target areas in campus, wherein, video monitoring apparatus 1 includes Multiple picture pick-up devices, for acquiring the video image at each position.
Specifically, video monitoring apparatus 1 is installed on multiple target areas in campus, wherein, video monitoring apparatus 1 includes Multiple picture pick-up devices for acquiring the video image at each position, realize the high-definition intelligent of campus monitoring, system can lead to Campus effect diagram form is crossed, shows all devices status information and record case, alarm monitoring personnel.Pass through system platform It is highly integrated, the burden of monitor can not only be mitigated significantly, while the safety management ability in entire campus can be promoted again.
The front-end camera of video monitoring apparatus 1 is the original signal source of entire safety and protection system, camera part it is good Bad and its generation picture signal quality will influence the performance of the picture quality and intelligent video analysis of whole system, according to scene Actual conditions, we suggest meeting when selecting video camera claimed below:
● using high-definition digital camera, integrate high performance CCD
● the resolution ratio of video camera is more than 200W pixels;
● low-light (level), 0Lux With IR
● support automatic color turn of black function, realization monitors round the clock
● support wide dynamic function
● speed dome camera supports half-duplex communications protocols, the PTZ coordinates of quick can be obtained, to meet intelligent-tracking It needs.
Personal safety remote monitoring platform 2 is carried out telecommunication with video monitoring apparatus 1, for receiving from video monitoring The video image of device 1, and intellectual analysis is carried out to video image, including:Face characteristic is analyzed from video image, is gone forward side by side One step automatically analyzes whether the scene in video image is abnormal behavior according to default behavioural analysis algorithm, if it happens, then Alert prompts monitoring personnel to carry out concern processing, wherein being stored with multiple abnormal row in default behavioural analysis algorithm It is characterized, including:Violence is wrestled behavioural characteristic and vigorous exercise behavioural characteristic.Wherein, personal safety remote monitoring platform 2 will be reported Alert information is sent to the main controller of campus Security Department and associated mobile terminal 3.
It hovers detection:In sensitizing ranges such as roof, enclosure wall sides, setting is hovered detection, to hover for a long time etc. abnormal conditions into Row monitoring, prevents student from jumping out of the building, situations such as personnel illegally enter outside school.
It fights detection:System can intellectual analysis human body limb movement severe degree, so as to judge whether campus memory In the incidents of violence such as fight, accomplish real-time prevention processing.
Abnormal behaviour uses advanced behavioural analysis algorithm, and video image is analyzed and is understood, is capable of detecting when to warn The violence occurred in ring regional extent is wrestled, vigorous exercise behavior, and provides warning message, reminds monitoring personnel concern processing, Current period project can realize abnormal behaviour analytic function to arbitrary 4 tunnel front end monitor video simultaneously, when detecting monitoring area Violence wrestles, fierce behavior when system alarm.
In large scene or the depth of field compared in large scene, under CIF resolution ratio, the size range of human body in the scene is in 30*50 To between 100*180 pixel, duration is more than 5 seconds a pixel, and algorithm verification and measurement ratio is more than 90%, and presignal delay is small In 4 seconds.Shadow has appropriate shelter or normal cycle movement before changing moderate, signal slight perturbations, camera lens in scene, Algorithm has filter capacity.It is average to be calculated daily per road for the indoor scene (number is within 20 people in scene) of medium complexity Method is reported by mistake below 2 times.
Deployed with devices is as follows:The video camera of application must be fixed.It is recommended that camera looks down monitor place, and with prison Control place maintains a certain distance (more than 3m), and video camera cannot be too small with the angle on ground, and 30 degree or so proper.
Generally using 1/3 cun, more than focal length 4mm, increasing focal length can expand monitoring range and adapt to need video camera CCD photosurfaces It asks.The environment of surrounding is please noted that when setting up video camera, adjustment sets up angle and height, avoids the strong light of control video camera (car light, flashlight etc.).Moving object cannot get too close to video camera in the scene of monitoring, keep in picture more than 2/3 area Domain is not covered by moving object.Periodic maintenance video camera is maintained under normal voltage and works, it is ensured that without spider before camera lens Net, scribble etc..
In an embodiment of the present invention, video monitoring apparatus 1 and the main controller of campus Security Department, which use, surpasses five class nets Line and optical fiber communicate with personal safety remote monitoring platform 2.
Further, the invention also includes:Warning device, warning device communicate with personal safety remote monitoring platform 2, It wrestles behavior or vigorous exercise for violence to occur in 2 judgement personnel of personal safety remote monitoring platform, sends out alarm letter Number.Wherein, warning device is installed on the doorway of building in campus, position at the security personnel of campus, using audible-visual annunciator.
In addition, personal safety remote monitoring platform 2 is additionally operable to analysis video image, passed through in judgment object scheduled polygon When shape zone boundary is entered in warning region, alarm is sent out, and preserves video clip when event occurs, alarm condition It is automatically terminated when the object leaves.
Region intrusion detection:Intellectual analysis is carried out to video image, judgment object passes through scheduled polygonal region boundary When entering in warning region, send out alarm, and preserve event occur when video clip, alarm condition the object from It is automatically terminated when opening;
Break alarm:The sensitizing ranges such as school's enclosure wall, gate set invasion alarm function, can effective monitoring in violation of rules and regulations cross The hazardous acts such as enclosure wall promote safety in the school.
When someone, which passes through scheduled polygonal region boundary, to be entered in warning region, i.e. triggering enters alarm, system Video clip when event occurs can be preserved, alarm condition is automatically terminated when the object leaves.Support multiple warning region groups Close meet the needs of complex scene.It supports to different object definition alert levels, and controls and carry when finding intrusion behavior The video camera of PTZ functions is into line trace.
Region Intrusion Detection Technique index is as follows:
Minimum detection target scale:20*20 pixels
Alarm accuracy rate > 95% under general scene (illumination condition is good, and video pictures are relatively stable), under adverse circumstances (night unstable illumination, sleet, strong wind weather etc.) alarm accuracy rate > 85%
Rate of false alarm < 5% under general scene (illumination condition is good, and video pictures are relatively stable), (night under adverse circumstances Unstable illumination, sleet, strong wind weather etc.) rate of false alarm < 15%
Rate of failing to report < 1% under general scene (illumination condition is good, and video pictures are relatively stable), (night under adverse circumstances Unstable illumination, sleet, strong wind weather etc.) rate of failing to report < 1%.
Mobile terminal 3 communicates with personal safety remote monitoring platform 2, for receiving from personal safety remote monitoring The warning message of platform 2, and warning message is being received, in time to related personnel or equipment push alert process notice, and in real time Obtain alert process progress.
System supports online alarm and the call site modes such as seek help to carry out, and emergency alarm equipment is provided, by promptly reporting Alert equipment realizes that command centre carries out the real-time Communication for Power of voice and image with alarm scene.Access control system, perimeter protection and fire-fighting On the one hand alarm can improve working efficiency, on the other hand can reduce the use of human resources, be saved for school subsequent Employment cost, the electronic patrol inspection novel as one and checks module, alleviates the supervision work of leading body at a higher level, while into One step ensures the safety in campus;
Article loss detection:Legacy and article loss detection function are opened for key area, realizes emphasis article Real time monitoring finds that stealing condition of shifting one's love quickly alerts.
Passageway for fire apparatus occupies detection:It was found that passageway for fire apparatus is occupied for a long time, system automatic decision simultaneously sends out alarm, school side First time arrangement personnel go to processing, it is ensured that passageway for fire apparatus is unimpeded.
In one embodiment of the invention, the warning message that intelligent remote monitoring platform 22 is sent out provides phone, short message Breath, field speech, picture pop-up, information publication, broadcast notification means, wherein, various warning messages can set alarm row Shift report, safe period of time, repetition of alarms period, alarm upgrade cycle.
In the present invention, mobile terminal 3 is mobile phone or tablet computer.
In one embodiment of the invention, storage device is provided in personal safety remote monitoring platform 2, for storing The video image and intellectual analysis of each period as a result, wherein, personal safety remote monitoring platform 2 using HDFS file system into Row storage.
In addition, the region longitude and latitude that intelligent remote monitoring platform 2 provides GIS map positioning tree construction root node is accurately fixed Position, and receive video equipment, self-defined map function in the self-defined Adding Area of administrator.Also, intelligent remote monitoring is put down Platform 2 provides multiple authorization policy setting, including:User management, rights management, equipment rights management and illegal URL are intercepted.
Intelligent video is retrieved:What the function can extract in very short time from massive video that school really pays close attention to lacks Important information is measured, greatly improves video frequency searching efficiency, lowers human input.The video of magnanimity can be analyzed and processed, only Retain key message therein, weed out the useless segment of no any unusual fluctuation.It and can be according to type (people, vehicle), color, greatly Small, time, behavior retrieves the Moving Objects in video (including cross-line, region), further shorten check video recording when Between, improve the efficiency of post-mordem forensics.
Video retrieval technology index is as follows:
Characteristic key accuracy rate:People/vehicle classification retrieval matching accuracy rate>85%;Color-match accuracy rate:>90%;
10 accuracys rate before Texture Matching:>80%
Video frequency searching minimum detection target sizes (CIF resolution ratio):<20*20 pixels can be adjusted according to actual scene.
Video frequency abstract accuracy rate:Daytime:>90%, at night:>80%
Video frequency abstract omission factor:Daytime:<1%, at night:<3%
Mobile terminal video is consulted:Situation in the school is understood in real time for ease of school side administrative staff, is intelligently managed based on Safe Campus The monitor video of reason system can be realized in cell-phone customer terminal and be watched, and really realize monitoring management anywhere or anytime.
Facility monitoring system mainly realizes the centralized management of communication machine room equipment, by communication machine room power supply, accumulator, Monitoring, control and the management of the equipment such as air-conditioning and environment parameter ensure computer room communication apparatus normal operation, improve maintenance work effect Rate enhances the safe precaution measure of computer room.
Emergency commading system:Scene occurs using the event that electronic map can be positioned quickly, with the use of GPS cruisers It can be directly in the long-range uniformly rational distribution manpower of monitoring center, while can using public address system with individual soldier's monitoring system With further for the stabilization of field condition and control, emergency commading system plays increasingly heavier in accident is handled The role wanted;
Intelligent analysis system:The related intellectual analysis function system of system customization exploitation, facilitates administrative staff's real-time reception intelligence Can video analytic system feedback as a result, realizing the processing of timely flexible dispatching.
The present invention relies on campus comprehensive monitoring platform, other security protection subsystems of IntegratedCampus using video monitoring system as core System using the display interface of image conversion, is intuitively accurately presented every business function in front of the user.System includes:Video The subsystems such as monitoring, electronic operation and maintenance, intellectual analysis, access control system, access management, fence, electronic patrol are formed.System The management system such as security administration and information management can be provided with the facility and energy monitoring of IntegratedCampus.It is uniformly accessed into, unified pipe Reason, uniform traffic presentation are the featured function applications of system.
As shown in figure 3, the present invention relies on campus video private network platform, video monitoring, gate inhibition, access control, vehicle pipe The subsystems such as reason, boundary defence, fire-fighting system are accessed by standard ethernet mode in monitoring network platform.Monitoring center is set Put the management platform of related service and Safe Campus comprehensive monitoring management platform, by large screen or special control terminal into Row items business shows and operates.And can user be met in wireless mobile ring with application of the expansion platform based on mobile network To system implementing monitoring under border.
All equipment with network access facility, which use, in this system surpasses five class cables and intelligent acess prison LAN summarizes in monitoring center.Since intelligent video analysis system is built on the basis of original monitoring system, Former monitor supervision platform need to open corresponding communication port and define the form of alarm signal, and intelligent video analysis system is noting abnormalities Warning message is sent to platform according to the form of agreement during situation, in the big screen display of monitoring center after platform reception.
The requirement of line material performance indicator:
4 pairs of core diameters are used as 24AWG single strand of copper wire, outsourcing single side foil shielding layer and PVC sheath, crust material are PVC, The flame resistant materials such as CM, 0.56mm;
Conductor material:Sub-thread, oxygen-free copper, line footpath:¢ 0.505mm (24AWG);
Finished product line footpath:5.6mm±0.1mm;
Bending radius:8 times of cable sizes;
Tensile strength:≤93N;Maximum pull:25lbs(11.35kg)
Packing specification:Spool, 305m/ axis;
Operating ambient temperature:- 20 DEG C to 60 DEG C, storage environment temperature:- 20 DEG C to 80 DEG C
Meet codes and standards:ISO/IEC-11801ClassD、CELENE EN-50173、EN50167、EN50169、TIA/ EIA-568B、EMC、EN55022;
Each line different stranding distances to being composed of respectively;
Shielding:1. transparent wheat drawstring;2. single side aluminium foil polyester belt, aluminium foil are inside;3. ground wire (0.4AM) is placed on transparent wheat and draws Between band and aluminium foil polyester band;
Transmission delay:530ns/100m max.@100MHz;
Characteristic impedance:100ohm ± 15%, 1MHz to 100MHz;
The present invention is fully integrated can be from the point of view of two levels, and one is hardware view, and one is subsystem level.From hard For part level, platform supports being directly accessed for various hardware devices, sensor, collector and large scale equipment including front end. Regardless of the hardware of producer, as long as providing communication interface and communications protocol, can be integrated into platform.
It is said from the level of subsystem, platform equally supports the system for accessing each producer, such as video system, gate inhibition system System, come in and go out the subsystems such as port system, broadcast system, information issuing system, fire-fighting system.Equally, either which producer System, platform supports to access openly, as long as producer provides communication interface.
The present invention has following system advantage:
1st, system globe area, management are convenient
It is the isolated island of information one by one if subsystems isolated operation.Administrative staff need the work of each system Make to check the data such as real-time running state, the history alarm logging of subsystem on computer.Due to the software of subsystems producer Framework, runnable interface, mode of operation etc. are had nothing in common with each other, and greatly trouble and puzzlement are brought to user management, to user of service Computation level requirement it is higher.After having integrated system, user can check subsystems on a computer Data, all subsystem interfaces styles are unified, and all greatly reduce management using the graphic interface consistent with scene Difficulty.
2nd, integrated system not only carries out subsystems on interface unification, and has also been carried out completely from bottom data Fusion.Any one subsystem is alarmed, and other subsystems that can link are acted, entire so as to be truly realized The intelligence in campus.For example, when the fire protection warning in some region, can be opened with the gate inhibition in the automatic linkage region, together When open the guide lamp including sames of certain positions, broadcast system plays alarm voice, the information publication scrolling display fire letter in building automatically Breath ... the realization of all these linkages does not all need to additional hardware input, goes to realize by software completely.
3rd, powerful warning function
The software of many subsystems, only realizes some management functions of subsystem in itself, the work(in terms of external alarm Can it is very weak even without.Integrated system uniformly provides phone, short message, field speech, picture to the warning message of all subsystems The much informations notification means such as face pop-up, information publication, broadcast, various warning messages can set alarm shift report, safety Period, the repetition of alarms period (alarm is not eliminated, and setting appointed interval repeats to send), alarm upgrade cycle, (important alarm did not disappeared It removes, is reported automatically to one's immediate superior after certain interval of time).
4th, the large-size screen monitors followed one's inclinations are shown
In the monitoring center of intelligent campus, generally there are the display systems such as large-screen splicing wall.Integrated system can generate Any number of labels pages are supported to be dragged and dropped into the different pages on different display screens.Such as:A screens show the electricity of entire project Sub- map, B screens scroll the picture of CCTV, and the combination of C screens shows that perimeter alarm and fire-fighting picture, D screens usually show building 3D makes an inspection tour picture automatically, once there is alarm, automatically switches to the video pictures with alert correlation.Support that one-touch switching large-size screen monitors are defeated Go out scene, each region shows the combination of different function picture, and excellent convenience is extremely.
5th, way to manage is more various
User will be managed some system, be typically necessary and grasped on the management subsystem computer of monitoring room Make.After having integrated system, user can carry out remote management by client software on the computer terminal of any networking, Different login users has stringent delineation of power.Meanwhile integrated system also to tri- big mobile platform of iOS, Android, WP into Comprehensive support is gone, user can freely download the mobile APP programs of installation and either directly utilize smart mobile phone or platform electricity The browser that intracerebral is put directly comprehensively manages integrated system.It as long as, can it may be said that the equipment that can be surfed the Internet The management of safety is carried out to integrated system.
6th, all are people-oriented
After having integrated system, when some subsystem is alarmed, system can the automatic spring alert locations electronically Figure, while combination shows video relevant with alarm point, assets information, processing prediction scheme.When thering are multiple alarms to occur, Cycling jump, user can also single step forward-reverses successively for alarm screen.In this way, there is alarm, system gives administrative staff automatically The specific location of alarm is showed, current real-time pictures are also shown by video camera, while reminds how user should go Disposition.For user when query history is alarmed, system meeting automatically retrieval goes out the video recording of the warning period, while graphically fixed The position that position occurs to alarm.
7th, software technology is more advanced
Many subsystem producers are absorbed in the research and development of hardware, and technically face is generally all more for the management software of mating offer It is outmoded.Integrated system has merged current state-of-the-art software technology, for example provides the operating experience of multi-point touch;With mobile interchange The Deep integrating of net;Long distance somatosensory operation is provided;Panorama 3D software interfaces are provided;The data mining of depth and analysis work(are provided Energy;The various data sheets of generation can neatly be customized;There is provided the real-time hot redundancy of two-shipper/multimachine, it is ensured that system stablizes fortune Row;Secondary developing platform is provided, meets the various customization requirements of user.
8th, management configuration module designs
The configuration page that user can access system from client carries out equipment management, task configuration, rights management in face of it Deng operation.
9th, equipment management
It realizes and the facility information of video, coding and video periphery related hardware is safeguarded.
10th, management map
The region longitude and latitude that system provides GIS map positioning tree construction root node is accurately positioned, and can customize addition area Video equipment in domain;User Defined map function is provided.It is added in map and deletes modification equipment, alarm, region hot spot function, And Real Time Dragging orientation management can be carried out in map, it is convenient intuitive;
11st, user increases camera newly by client identification mission and self-defined detection zone, moreover it is possible to identification parameter It is finely adjusted to adapt to different application scenarios.
12nd, system administration
Platform includes the functions such as user management, rights management, equipment rights management, illegal URL interceptions.Multiple authorization policy Setting ensures the safety and reliability of platform data.
As shown in figure 4, the implementation of the present invention includes five steps:Camera installation site determines, intelligent video analysis system System hardware installation, the installation of intelligent video analysis system platform, Site Detection and debugging and the acceptance of work.
Camera installation site determines:Scene is reconnoitred, determines camera decorating position and walking to monitoring center Line mode.
Intelligent video analysis system hardware is installed:Monitoring center is built, and camera is set up, intelligent video analysis server peace Dress.
Intelligent video analysis system software is installed:Intelligent video analysis engine, the installation of video analysis comprehensive platform are built.
Site Detection and debugging:Related debugging efforts are carried out to each equipment, detects and debugs including video channel, intelligently regard Each system load detection of frequency analysis and debugging;With reference to field condition, to all subsystem function trial operations.
The acceptance of work:After debugging passes through, into acceptance of work link, after acceptance(check), it can be delivered for use;Examination does not conform to During lattice, it should be reprocessed by design, unit in charge of construction and be checked and accepted until passing through.
Personal safety intelligent monitoring management system in campus according to embodiments of the present invention, by the personnel in target area Abnormal behaviour is monitored, once detecting abnormal behaviour, such as the behaviors such as violence is fought, warm work, then alarm is supervised Control personnel take relevant treatment measure.The present invention realizes that automatic monitoring and behavior intellectual analysis in one, can not only mitigate significantly The burden of monitor, while the safety management ability of whole region can be promoted again.
The present invention has merged the processing of photoelectric image video, computer vision pattern by using intelligent Video Surveillance Technology Identification and artificial intelligence, have more powerful video processing capabilities and intelligent factors, greatly than common video monitoring system The efficiency and monitoring system that improve monitoring accuracy and linkage.
Video Analysis Technology, big data analysis technology and campus are monitored depth integration by system, construct a whole set of monitoring Analysis system.Different from traditional artificial monitoring, this set system realizes intelligence, analyzes in real time, the function of real-time early warning, not only Manpower has been liberated, the accuracy and promptness of differentiation more greatly improved.Safe Campus monitoring analysis system is with " one, which throws the net, (teaches Educate Metropolitan Area Network (MAN)), a platform (intelligent monitoring analysis platform) ", the post-mordem forensics of tradition monitoring are become into early warning in advance, while profit A large amount of truthful datas are provided with big data analysis technology for the overall management of relevant departments to support, it is achieved thereby that preventing in not So, danger is strangled to the purpose among rudiment.Safety for students in middle and primary schools, which is attended school, provides strong guarantee.
Safe Campus intelligent management system is in line with the construction principle of " practical, reliable, advanced, safety, economy and shared " System design need to meet following standard guidelines:
Reliability principle:All need strict implement national, industry in links such as system design, lectotype selection, debugging, installations Related standard and code requirement using mature technology and equipment, meet round-the-clock operation steady in a long-term in 7 × 24 hours.
Supreme principle:Using advanced Internet of Things, computer application, the communication technology, ensure the advance of system, improve System performance reduces operation expense, extends system service life, promotes application benefit.
Expandability principle:In accordance with various standards, specification, selection criteria component is replaced and capacity extension conducive to flexible, A good basis is provided for system extension.
Open principle:System has open structure design, can by access ways such as SDK, API, middlewares, with Meet the unified management of polyphyly altogether platform.
Principle of sound accounting:The computer hardware of selection should have the peace of the anti-destructives such as anti-lightning strike, overload, power-off and artificial destruction Global function, software have the characteristic of preventing virus infection, malicious attack and error protection, and system design fully ensures that monitoring resource peace Quan Xing, networking safety, user security, Information Security, lifting system overall data safety, it is ensured that business continuance.
Economy principle:Under the premise of advanced, reliability is realized, the configuration design of system reaches performance and price Optimization aim.In addition to one-time investment of system setting when consideration construction, operating cost during system operation should be also fully considered, And make up to minimum.
In the description of this specification, reference term " one embodiment ", " example ", " is specifically shown " some embodiments " The description of example " or " some examples " etc. means specific features, structure, material or the spy for combining the embodiment or example description Point is contained at least one embodiment of the present invention or example.In the present specification, schematic expression of the above terms are not Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any One or more embodiments or example in combine in an appropriate manner.
Although the embodiments of the present invention has been shown and described above, it is to be understood that above-described embodiment is example Property, it is impossible to limitation of the present invention is interpreted as, those of ordinary skill in the art are not departing from the principle of the present invention and objective In the case of can make changes, modifications, substitutions and variations to the above described embodiments within the scope of the invention.The scope of the present invention It is extremely equally limited by appended claims.

Claims (10)

1. a kind of campus personal safety intelligent monitoring management system, which is characterized in that including:Video monitoring apparatus, personal safety Remote monitoring platform, mobile terminal, wherein,
The video monitoring apparatus is installed on multiple target areas in campus, wherein, the video monitoring apparatus includes multiple Picture pick-up device, for acquiring the video image at each position;
The personal safety remote monitoring platform is carried out telecommunication with the video monitoring apparatus, is regarded for receiving from described The video image of frequency monitoring device, and intellectual analysis is carried out to the video image, including:It is analyzed from the video image Face characteristic, and whether the scene further automatically analyzed in video image according to default behavioural analysis algorithm is abnormal row For if it happens, then alert, prompts monitoring personnel to carry out concern processing, wherein the default behavioural analysis algorithm In be stored with multiple abnormal behavior, including:Violence is wrestled behavioural characteristic and vigorous exercise behavioural characteristic, wherein, the people The warning message is sent to the main controller of the campus Security Department and associated mobile terminal by body safety long-distance monitor supervision platform;
The mobile terminal communicates with the personal safety remote monitoring platform, remote from the personal safety for receiving The warning message of range monitoring platform, and the warning message is being received, lead in time to related personnel or equipment push alert process Know, and obtain alert process progress in real time.
2. personal safety intelligent monitoring management system in campus as described in claim 1, which is characterized in that the personal safety is remote Be provided with storage device in range monitoring platform, for store each period video image and intellectual analysis as a result, wherein, it is described Personal safety remote monitoring platform is stored using HDFS file system.
3. personal safety intelligent monitoring management system in campus as described in claim 1, which is characterized in that further include:Alarm dress It puts, the warning device communicates with the personal safety remote monitoring platform, in the personal safety remote monitoring Platform judges that personnel occur violence and wrestle behavior or vigorous exercise, sends out alarm signal.
4. personal safety intelligent monitoring management system in campus as claimed in claim 3, which is characterized in that the warning device peace Loaded on the doorway built in campus, position at the security personnel of campus, using audible-visual annunciator.
5. personal safety intelligent monitoring management system in campus as described in claim 1, which is characterized in that the personal safety is remote Range monitoring platform is additionally operable to analysis video image, passes through scheduled polygonal region boundary in judgment object and enters warning region When interior, alarm is sent out, and preserves video clip when event occurs, alarm condition is automatically terminated when the object leaves.
6. personal safety intelligent monitoring management system in campus as described in claim 1, which is characterized in that the mobile terminal is Mobile phone or tablet computer.
7. personal safety intelligent monitoring management system in campus as described in claim 1, which is characterized in that the video monitoring dress It puts to use with the main controller of the campus Security Department and surpasses five class cables and optical fiber and the personal safety remote monitoring platform It communicates.
8. personal safety intelligent monitoring management system in campus as described in claim 1, which is characterized in that the personal safety is remote The warning message that range monitoring platform is sent out provides phone, short message, field speech, picture pop-up, information publication, broadcast notice hand Section, wherein, various warning messages can set alarm shift report, safe period of time, repetition of alarms period, alarm upgrade cycle.
9. personal safety intelligent monitoring management system in campus as described in claim 1, which is characterized in that the personal safety is remote The region longitude and latitude that range monitoring platform provides GIS map positioning tree construction root node is accurately positioned, and receive making by oneself for administrator Video equipment, self-defined map function in adopted Adding Area.
10. personal safety intelligent monitoring management system in campus as described in claim 1, which is characterized in that the personal safety Remote monitoring platform provides multiple authorization policy setting, including:User management, rights management, equipment rights management and illegal URL It intercepts.
CN201611168913.XA 2016-12-16 2016-12-16 A kind of campus personal safety intelligent monitoring management system Pending CN108205870A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201611168913.XA CN108205870A (en) 2016-12-16 2016-12-16 A kind of campus personal safety intelligent monitoring management system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201611168913.XA CN108205870A (en) 2016-12-16 2016-12-16 A kind of campus personal safety intelligent monitoring management system

Publications (1)

Publication Number Publication Date
CN108205870A true CN108205870A (en) 2018-06-26

Family

ID=62602545

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201611168913.XA Pending CN108205870A (en) 2016-12-16 2016-12-16 A kind of campus personal safety intelligent monitoring management system

Country Status (1)

Country Link
CN (1) CN108205870A (en)

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109034124A (en) * 2018-08-30 2018-12-18 成都考拉悠然科技有限公司 A kind of intelligent control method and system
CN109558895A (en) * 2018-11-07 2019-04-02 广州慧睿思通信息科技有限公司 A kind of campus administration method, system and medium based on Intellisense
CN109706862A (en) * 2019-02-26 2019-05-03 苏州聚悦信息科技有限公司 A kind of double confirmation dynamic human faces identification road brake systems of primary grades
CN110211334A (en) * 2019-06-25 2019-09-06 启迪数华科技有限公司 Campus Security alarming method for power and device based on big data neural network
CN110349371A (en) * 2019-03-15 2019-10-18 程爱军 Security monitoring formula wireless communication system
CN110430397A (en) * 2019-07-31 2019-11-08 广州竞德信息技术有限公司 Based on multi-modal Activity recognition method
CN110443977A (en) * 2019-08-29 2019-11-12 张玉华 The dynamic early-warning method and dynamic early-warning system of human body behavior
CN110443152A (en) * 2019-07-15 2019-11-12 广东校园卫士网络科技有限责任公司 A kind of students ' behavior anticipation and management method based on scene early warning
CN110446015A (en) * 2019-08-30 2019-11-12 北京青岳科技有限公司 A kind of abnormal behaviour monitoring method based on computer vision and system
CN110602450A (en) * 2019-08-30 2019-12-20 深圳智慧林网络科技有限公司 Monitoring method, system thereof and computer readable storage medium
CN111523366A (en) * 2019-02-01 2020-08-11 丰田自动车株式会社 Information processing apparatus, information processing method, and program
CN111540152A (en) * 2020-04-20 2020-08-14 张杜平 Intelligent security early warning system
CN111709404A (en) * 2020-08-05 2020-09-25 广东电网有限责任公司 Method, system and equipment for identifying machine room remnants
CN113347358A (en) * 2021-06-02 2021-09-03 临沂边锋自动化设备有限公司 Data identification system based on video monitoring
CN113538825A (en) * 2021-07-01 2021-10-22 济南浪潮智投智能科技有限公司 Campus wall-turning event alarm method and system
CN114821934A (en) * 2021-12-31 2022-07-29 北京无线电计量测试研究所 Garden perimeter security control system and method

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040207523A1 (en) * 2003-04-18 2004-10-21 Sa Corporation, A Texas Corporation Integrated campus monitoring and response system
CN102479419A (en) * 2010-11-29 2012-05-30 上海真新资产经营管理有限公司 Automatic early warning development system and method thereof
CN102547241A (en) * 2011-12-31 2012-07-04 深圳市永达电子股份有限公司 Home anomaly detection method and home anomaly detection device as well as home anomaly detection system on basis of wireless network camera
CN103297751A (en) * 2013-04-23 2013-09-11 四川天翼网络服务有限公司 Wisdom skynet video behavior analyzing system
US20140368643A1 (en) * 2013-06-12 2014-12-18 Prevvio IP Holding LLC Systems and methods for monitoring and tracking emergency events within a defined area
CN204480456U (en) * 2015-04-10 2015-07-15 绵阳市蝴蝶信息技术有限公司 Based on the alert real time processing system of mobile Internet
CN104796667A (en) * 2015-04-14 2015-07-22 浙江工商职业技术学院 Campus night-vision three-dimensional virtual monitoring system and method
CN205793008U (en) * 2016-05-24 2016-12-07 长沙师范学院 A kind of Campus Security electronic monitoring and control system

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040207523A1 (en) * 2003-04-18 2004-10-21 Sa Corporation, A Texas Corporation Integrated campus monitoring and response system
CN102479419A (en) * 2010-11-29 2012-05-30 上海真新资产经营管理有限公司 Automatic early warning development system and method thereof
CN102547241A (en) * 2011-12-31 2012-07-04 深圳市永达电子股份有限公司 Home anomaly detection method and home anomaly detection device as well as home anomaly detection system on basis of wireless network camera
CN103297751A (en) * 2013-04-23 2013-09-11 四川天翼网络服务有限公司 Wisdom skynet video behavior analyzing system
US20140368643A1 (en) * 2013-06-12 2014-12-18 Prevvio IP Holding LLC Systems and methods for monitoring and tracking emergency events within a defined area
CN204480456U (en) * 2015-04-10 2015-07-15 绵阳市蝴蝶信息技术有限公司 Based on the alert real time processing system of mobile Internet
CN104796667A (en) * 2015-04-14 2015-07-22 浙江工商职业技术学院 Campus night-vision three-dimensional virtual monitoring system and method
CN205793008U (en) * 2016-05-24 2016-12-07 长沙师范学院 A kind of Campus Security electronic monitoring and control system

Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109034124A (en) * 2018-08-30 2018-12-18 成都考拉悠然科技有限公司 A kind of intelligent control method and system
CN109558895A (en) * 2018-11-07 2019-04-02 广州慧睿思通信息科技有限公司 A kind of campus administration method, system and medium based on Intellisense
CN111523366B (en) * 2019-02-01 2024-01-09 丰田自动车株式会社 Information processing apparatus, information processing method, and storage medium
CN111523366A (en) * 2019-02-01 2020-08-11 丰田自动车株式会社 Information processing apparatus, information processing method, and program
CN109706862A (en) * 2019-02-26 2019-05-03 苏州聚悦信息科技有限公司 A kind of double confirmation dynamic human faces identification road brake systems of primary grades
CN110349371B (en) * 2019-03-15 2020-12-11 青田县君翔科技有限公司 Safety monitoring type wireless communication system
CN110349371A (en) * 2019-03-15 2019-10-18 程爱军 Security monitoring formula wireless communication system
CN110211334A (en) * 2019-06-25 2019-09-06 启迪数华科技有限公司 Campus Security alarming method for power and device based on big data neural network
CN110443152A (en) * 2019-07-15 2019-11-12 广东校园卫士网络科技有限责任公司 A kind of students ' behavior anticipation and management method based on scene early warning
CN110430397A (en) * 2019-07-31 2019-11-08 广州竞德信息技术有限公司 Based on multi-modal Activity recognition method
CN110443977A (en) * 2019-08-29 2019-11-12 张玉华 The dynamic early-warning method and dynamic early-warning system of human body behavior
CN110446015A (en) * 2019-08-30 2019-11-12 北京青岳科技有限公司 A kind of abnormal behaviour monitoring method based on computer vision and system
CN110602450A (en) * 2019-08-30 2019-12-20 深圳智慧林网络科技有限公司 Monitoring method, system thereof and computer readable storage medium
CN111540152A (en) * 2020-04-20 2020-08-14 张杜平 Intelligent security early warning system
CN111709404A (en) * 2020-08-05 2020-09-25 广东电网有限责任公司 Method, system and equipment for identifying machine room remnants
CN111709404B (en) * 2020-08-05 2024-01-12 广东电网有限责任公司 Machine room legacy identification method, system and equipment
CN113347358A (en) * 2021-06-02 2021-09-03 临沂边锋自动化设备有限公司 Data identification system based on video monitoring
CN113538825A (en) * 2021-07-01 2021-10-22 济南浪潮智投智能科技有限公司 Campus wall-turning event alarm method and system
CN114821934A (en) * 2021-12-31 2022-07-29 北京无线电计量测试研究所 Garden perimeter security control system and method

Similar Documents

Publication Publication Date Title
CN108205870A (en) A kind of campus personal safety intelligent monitoring management system
CN108205868A (en) A kind of campus fire-proof and theft-proof intelligent monitoring management system
CN108206932A (en) A kind of campus intelligent monitoring management system
US11645904B2 (en) Drone-augmented emergency response services
CN106408833A (en) Perimeter intrusion detection method and system
US10854060B2 (en) Floodlight controllers with wireless audio/video recording and communication features
CN108205896A (en) A kind of Campus transport safety intelligence monitoring and controlling manages system
JP2022527661A (en) Monitoring system
CN106331657A (en) Video analysis and detection method and system for crowd gathering and moving
CN201893807U (en) Campus management system
JP2020537262A (en) Methods and equipment for automated monitoring systems
CN106454253A (en) Method and system for detecting area wandering
CN110490146A (en) Artificial intelligence circumference safety protection method and server-side based on deep learning
CN202008724U (en) Intelligent video monitoring system
CN108205681A (en) A kind of campus food security intelligent monitoring management system
CN106303469A (en) Video analysis detection method and system to indoor and outdoor surroundings Flame
CN106412522A (en) Video analysis detection method and system of object in indoor and outdoor environment
CN207117828U (en) A kind of intelligent behavior analysis system
CN202385211U (en) Campus network video monitoring system
CN115966313A (en) Integrated management platform based on face recognition
CN202309957U (en) A security guard monitoring system for primary and secondary schools
CN111083449A (en) Campus security system
US20210319235A1 (en) Graphical management system for interactive environment monitoring
US11678011B1 (en) Mobile distributed security response
CN100511302C (en) Surveillance system and method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20180626