Intelligent monitor system, monitoring method based on recognition of face and quickly go out alarm methodTechnical field
The present invention relates to security system technical fields, more specifically to a kind of intelligent monitoring based on recognition of faceSystem, monitoring method and quickly go out alarm method.
Background technique
The arrival of the internet of things era provides numerous conveniences for the daily production and living of people, pushes away to a certain extentThe fast development of economic society is moved.In conjunction with current traditional residential and the practical application situation of retail shop, supermarket condition, it is known that itsIt is difficult to the diversified demand for meeting user to smart home environment, needs that necessary technical measures is taken to realize that smart home is remoteThe building of range monitoring subsystem.
So-called Internet of Things (IOT), which refers to, has the abilities such as quick computing capability, analysis processing capacity, Intellisense abilityEmbedded chip and system software according to reasonable manner realize that the material world is converted to actual object, and according to communication protocolsView requires progress data quickly to transmit, process, handle, and ultimately forms the net that relevance is strong between reliable people and object, object and objectNetwork.
The expansion of Internet of Things practical ranges, can be improved people and object, object and object and interpersonal information is transmittedEfficiency realizes mutual flow-through information-intensive society building.Internet of Things framework includes sensing layer, network layer, application layer and common support skillArt, it is ensured that the efficient utilization of various resources realizes the coordination of different layers in Internet of Things.Meanwhile Internet of Things is with wholeThe feature that body sensing capability is strong, information transfer reliability is strong, Intelligent treatment is high-efficient develops under the support of various key technologiesSpeed is being accelerated.
With the rapid development of science and technology, intelligent monitor system has become the project of industry focus, monitoring systemThe development of system influences the stable of society.
Especially at present unmanned shop, unmanned supermarket etc. automation, intelligent point-of-sale terminal gradually popularize, if notSaboteur can be effectively hit, will seriously affect the building of this intelligent social environment.Therefore, for present societyThe security requirement of intelligence system is particularly important.
For a long time, become the problem of the common people and public security organ with prevention for the strike of burglary case, it is basicThe reason is that this kind of case is difficult to obtain valuable clue to solve the case.Current security protection has following defects that
(1) existing security system intelligent degree is low, typically by the monitoring of monitoring personnel observation camera shootingImage is to determine whether have illegal invasion behavior, however monitoring personnel has situations such as tired, absent minded hairIt is raw, therefore cannot be guaranteed timely to find at any time and prevent malfeasant generation；
(2) existing system alarm existing defects, the implementation that cannot quickly be on the scene are arrested, and lawbreaker is caused to escape there are moreIt runs the time, and more difficulty is arrested in subsequent search.
A kind of Chinese patent as has been publicly: Intelligent indoor intrusion detection method and system (Shen based on deep learningPlease number: 201610705858.7), which disclose a kind of Intelligent indoor intrusion detection method based on deep learning and beSystem, comprising: establish BP neural network model；The difference of adjacent interframe in monitor video picture is obtained using inter-frame difference algorithmImage；Binary conversion treatment carried out to acquired difference image, and the variation to being extracted under static background in treated imageForeground region image；To extracted Prospects For Changes image detection and identify it with the presence or absence of humanoid；When there are humanoid for identificationWhen, detection and extraction obtain human face region image from the Prospects For Changes region；To extracted human face region image detectionWhether it is user images with identification；And when identification is judged as non-user image, it is determined as non-user invasion and is sent out to userSend alarm signal.The present invention resists that other moving object interference performances are strong, False Rate is low, can carry out a large amount of video data analysis,Identification can accurately be performed intrusion detection.
Alarm caused by the patent formula also only sends corresponding invasion information to user, and generates acousto-optic reportIt is alert, effective approach can not be provided for arresting for lawbreaker.
Summary of the invention
1. technical problems to be solved by the inivention
It is an object of the invention to overcome timely find and prevent malfeasant deficiency in the prior art, provideA kind of intelligent monitor system and method based on recognition of face.The present invention passes through to the identification judgement by way of invasion, Neng GoujiShi Faxian malfeasance, and police's responding at used time minimum position can be screened by distance and journey time, facilitate andWhen prevent malfeasance.
What the present invention also provides a kind of based on recognition of face quickly goes out alarm method, goes out in alarm method at this, each figureAs the information network that the installation site of acquisition module is formed is managed according to region, a certain number of polices are distributed in each regionExamine, after receiving warning message, can timely responding, quickly arrest suspect.
2. technical solution
In order to achieve the above objectives, a kind of technical solution provided by the invention are as follows: intelligence based on recognition of face of the inventionMonitoring system, comprising:
Image capture module, for obtaining image information；
Merchant terminal, for carrying out Face datection identification to the image information of acquisition；
Cloud server receives the information that merchant terminal is sent by communication module, and identification face and Merchants registerInformation and black list information are matched；And it is used for location matches.
Police's terminal generates alarm signal, notice corresponding position is alert for receiving the merchant information of cloud server transmissionExamine responding.
Further, the image capture module is mounted in retail shop and/or vehicle in use, in image capture moduleIt is equipped with GPS or Beidou positioning module.
Further, the merchant terminal is mobile phone terminal or computer terminal.
Further, police's terminal is mobile phone terminal or computer terminal, is built-in with GPS in merchant terminal or Beidou is fixedPosition module.
Further, it is monitored, be the steps include: using above-mentioned businessman's intelligent monitor system
S1, image capture module acquisition retail shop and/or the environment for runing vehicle amount, and acquisition information is sent to businessman's endEnd；
S2, the image information received according to merchant terminal invade information by the either intelligent matching identification of artificial judgment；
S3, when being judged as invasion, cloud server obtain corresponding merchant image capture module location information, be based onDistance and distance navigation are matched, and matching result is sent to corresponding police's terminal；
S4, police's terminal receive invasion information, generate alarm sounds, police's responding.
Further, the artificial judgment method in step S2 are as follows: businessman judges whether someone according to the image information of acquisitionEdge invasion directly issues invasion information by merchant terminal if it find that there is personnel's invasion.
Further, the method for intelligent matching identification invasion further includes that the personnel of non-working time invade knowledge in step S2It is other: to set the working time in merchant terminal, within the non-working time, detected non-working person's entrance, to businessman's endEnd issues invasion prompting message, then is judged whether to send invasion information by businessman.
Further, the method for the intelligent matching identification invasion in step S2 are as follows: pre- in the database of server beyond the cloudsThe first fugitive personal information of typing, or directly network with public security system, fugitive personal information is obtained, blacklist is established；When being knownWhen other face can be matched with black list information, invasion information is issued.
A kind of quick alarm method out based on recognition of face of the invention, method are as follows:
Image capture module is installed in retail shop and vehicle in use, constructs Image Acquisition information network, merchant terminal canThe information parameter of image capture module is configured, police's terminal can check the figure of image capture module position and acquisitionAs information；
The Image Acquisition information network of building is carried out district management, a certain number of police are distributed in each region；
After cloud server receives warning message, corresponding police is found according to region, then according to navigation timeThe shortest method of information carries out responding matching, and responding information is sent to corresponding police's terminal, notifies responding；
After police receives information, the position of alarm point is obtained, is then arrested according to programme path responding.
Further, after alert, facial image collected is added into blacklist, other retail shops and operationVehicle once collects the face information, issues alarm signal.
3. beneficial effect
Using technical solution provided by the invention, compared with prior art, have the following beneficial effects:
The present invention carries out invasive biology in several ways, identification, businessman's judgement and cloud including image capture moduleThe detection judgement for holding server, forms Multiple recognition mechanism, ensure that the accuracy of identification, can effectively prevent judging by accident.ThisOutside, the identification judgement based on the invasion mode can find malfeasance in time, and can be sieved by distance and journey timePolice's responding when selection at minimum position helps to prevent malfeasance in time, for grabbing for law-breaker and fugitive personnelIt catches and provides effective help.
A kind of quick alarm method out based on recognition of face of the invention, the installation site shape of each image capture moduleAt information network be managed according to region, a certain number of police are distributed in each region, after receiving warning message,Can timely responding, quickly arrest suspect.In the distribution of region, the route information in the region and time can be integratedInformation sends information to corresponding police's terminal according to used time shortest mode, notifies police's responding.
Due to being both provided with locating module in image capture module and police's terminal, when suspect rides in vehicle in useWhen, cloud server can obtain its position in real time, carry out police force allocation according to location information, realization is quickly arrested.
Detailed description of the invention
Fig. 1 is the schematic diagram of businessman's intelligent monitor system；
Fig. 2 is the schematic diagram of intrusion behavior monitoring method.
Label declaration in schematic diagram: 01, image capture module；02, merchant terminal；03, communication module；04, cloud takesBusiness device；05, communication module；06, police's terminal.
Specific embodiment
To further appreciate that the contents of the present invention, the present invention is described in detail in conjunction with the accompanying drawings and embodiments.
Embodiment
In conjunction with Fig. 1, a kind of intelligent monitor system based on recognition of face of the present embodiment, comprising:
Image capture module for being monitored to retail shop's environment, and acquires multidate information in real time, and image capture module isCamera.Including wired camera or wireless camera is used, each image capture module 01 is corresponding with independent ID letterBreath is transmitted by information configured with GPS either Beidou positioning module on image capture module, can obtain the image and adoptCollect the real time position of module.Image capture module equally has information sending module, for sending and receiving signal.
Image capture module, built-in intrusion detection feature and Face datection function；If intrusion detection success, notifies quotientFamily, and carry out Face datection；If Face datection success, sends human face image information.
Intrusion detection can be realized in the following way, such as frame differential method, be had according to the judgement of the size of frame differenceWithout motion target；Or by human testing algorithm, judge whether there is human body.
For retail shop, invasion can be set at non operation time section, for vehicle in use, be also possible to be arranged in non-fortuneThe period is sought, moving target human body occurs if having detected, judges as invasion.
Merchant terminal 02 is used to carry out Face datection identification to the image information of acquisition.The merchant terminal 02 is mobile phone terminalOr computer terminal, i.e., corresponding application module is installed in mobile phone or computer, for carrying out information exchange.Merchant terminal 02For receiving the notification information of image capture module 1, and it can remotely check camera picture；It is also used to receive cloud simultaneouslyThe notification information of server.Each merchant terminal has corresponding user information, the worker information including merchant registration, withAnd the location information etc. of institute's placement of images acquisition module.
Police's terminal 06 is used to receive the merchant information of the transmission of cloud server 04, generates alarm signal, notifies corresponding positionSet police's responding.Positioning device built in police's terminal 06, such as GPS positioning device, the notice letter in addition to receiving cloud serverBreath, it is also necessary to own location information is reported into cloud server in real time.For example smart phone realization or dedicated can be based onPolice mobile terminal realize.
Cloud server 04 carries out information exchange, and handle by communication module 03/05 and merchant terminal 02, police's terminal 06Identification face is matched with Merchants register information and black list information；And it is used for location matches.It can in black list informationWith contents such as the name comprising suspect, identification card number, address, face information features.Personnel in the black list informationIt can also be distinguished according to address information, when being matched, be compared according to distance, to improve comparison efficiency.
Retaining in the database of server 04 beyond the clouds has corresponding merchant registration information and the fugitive personnel of preparatory typingFace information, or directly network with public security system, fugitive personal information is obtained, blacklist is established；When the face energy identifiedWhen enough matching with black list information, runaway convict, issues invasion information for identification.
Invasion determine basic principle be exactly extract face characteristic and Merchants register information and blacklist face characteristic intoRow compares, and finds most like face, thinks to compare successfully if similitude is more than the threshold value of setting.
In conjunction with Fig. 2, a kind of intelligent control method based on recognition of face of the invention the steps include:
S1, image capture module 01 acquire retail shop's environment, and acquisition information are sent to merchant terminal 02.
S2, the image information received according to merchant terminal 02 pass through the either intelligent matching identification invasion letter of artificial judgmentBreath；
Different operating modes can be set in merchant terminal 02.Between at work, that is, there are personnel to enter and leave retail shop, Shang JiakeTo check image capture module 01, implementing monitoring is carried out, it, can be directly in merchant terminal 02 if discovery has lawbreaker's invasionInvasion information is sent to cloud server 04.
The retail shop that this mode is more suitable for having personnel monitoring, real-time are preferable.
Furthermore, it is possible to the working time of retail shop is set, if in being blocked to working time, such as night retail shop gate inhibition, orStaff is outgoing etc., and retail shop is defined as that extraneous personnel is forbidden to enter state at this time, and image capture module 01 can be to bat at this timeIt takes the photograph image and carries out intellectual analysis, judge whether there is invasion, and carry out recognition of face, if having detected invasion, and pass through faceAfter detection, invasion personnel non-working person being found, then sending invasion prompting message to merchant terminal 02, businessman receives informationAfterwards, whether artificial judgment is outside invading, if judgement is, sends invasion information to cloud server 04.If being judged as workPersonnel then cancel invasion judgement, restore to work normally.If the corresponding time-out of merchant terminal 02, is also judged as invasion.
In addition to this, also fugitive personnel can be chased by invading judgement.When there is personnel to enter, 01 meeting of image capture moduleRecognition of face is carried out, and identification face is sent to cloud server 04, compares and matches with blacklist personnel, if matchingSuccess, then judgement has invasion.
S3, when being judged as invasion, cloud server 04 obtain corresponding merchant image capture module 01 location information,It is matched based on distance and distance navigation, matching result is sent to corresponding police's terminal 06；
For vehicle in use, network operator's information and Customer information can be acquired, by recognition of face, and and black list informationIt compares, judges whether passenger is fugitive personnel.After receiving warning message, police can also obtain the figure of camera shootingAs video information.
S4, police's terminal 06 receive invasion information, generate alarm sounds, police's responding.
Current most of warning devices are mostly sound-light alarm, and this can only be that the surrounding people position is reminded to have illegally to enterIt invades, but at night, the effect is very small, can not only prevent illegal activities, while being also unfavorable for arresting for lawbreaker.
The present invention can be by location matches, the time match including distance and stroke route, in certain distance rangeIt is interior, each 06 location information of police's terminal is searched for, walking along the street lines matching of going forward side by side is then whole to the shortest police of journey time usedEnd 06 sends notification information, and police's responding is reminded in police's terminal 06 alarm, to provide for arresting for law-breakerAdvantageous help.
A kind of quick alarm method out based on recognition of face provided by the present invention, specifically executes method are as follows:
Image capture module 01 is installed in retail shop and vehicle in use, constructs Image Acquisition information network, merchant terminal energyEnough to be configured to the information parameter of image capture module 01, police's terminal can check 01 position of image capture module and adoptThe image information of collection.
Parameter information set by businessman includes the setting of working time, and system is facilitated to determine whether there is invasion.It can be withSetting including type of alarm, for example whether alarming etc. again after being confirmed.
The Image Acquisition information network of building is carried out district management, a certain number of police are distributed in each region.InstituteThe police of distribution can be distributed in different zones.Certainly, in specific execute, the police for not needing all positions is being gone on patrolState.The present invention only carries out police strength matching according to regional location, and fast and easy responding is arrested.
After cloud server 04 receives warning message, find corresponding police according to region, then according to navigation whenBetween the shortest method of information carry out responding matching, responding information is sent to corresponding police's terminal, notifies responding.
After police receives information, the position of alarm point is obtained, is then arrested according to programme path responding.
After alert, facial image collected is added into blacklist, other retail shops and vehicle in use are onceThe face information is collected, alarm signal is issued.
A kind of quick alarm method out based on recognition of face of the invention, the installation site shape of each image capture moduleAt information network be managed according to region, a certain number of police are distributed in each region, after receiving warning message,Can timely responding, quickly arrest suspect.In the distribution of region, the route information in the region and time can be integratedInformation sends information to corresponding police's terminal according to used time shortest mode, notifies police's responding.
Due to being both provided with locating module in image capture module and police's terminal, when suspect rides in vehicle in useWhen, cloud server can obtain its position in real time, carry out police force allocation according to location information, realization is quickly arrested.
Schematically the present invention and embodiments thereof are described above, description is not limiting, institute in attached drawingWhat is shown is also one of embodiments of the present invention, and actual structure is not limited to this.So if this field it is commonTechnical staff is enlightened by it, without departing from the spirit of the invention, is not inventively designed and the technical sideThe similar frame mode of case and embodiment, are within the scope of protection of the invention.