A kind of artificial intelligence early warning systemTechnical field
The present invention relates to intelligent security guard early warning fields, and in particular to a kind of artificial intelligence early warning system for security protection stability maintenanceSystem.
Background technique
Artificial intelligence early warning system is by advanced information technology, data communication transmission technology, Electronic transducer technology, electronicsControl technology, AI computer early warning processing technique, AI artificial intelligence early warning operating technology, risk factors acquisition technique, risk becausePlain identification technology, big data analysis technology, cloud computing technology, cloud storage technology, cloud database technology, internet+distribution are pre-The effective integrated one kind for applying to entire artificial intelligence early warning system and establishing such as alert police kiosk is made in a wide range of, comprehensive performance, in real time, accurately and efficiently comprehensive intelligent early warning system.
With the measure normalization of motherland's training in educational technology at western frontier stability maintenance, borderland is made to keep a stable situation for a long time, guarantees warpJi can be realized fast development, and artificial intelligence early warning system is that the deep-seated problem that fundamentally solution influences long-term stability is laidGood basis.
Summary of the invention
The present invention be in order to overcome in existing security system there are safety monitoring blind area, Forewarning Measures are not in place, prevention notThe problems such as timely, proposes a kind of artificial intelligence early warning system, is deployed to ensure effective monitoring and control of illegal activities by camera probe to risk factors source, is adopted in real timeCollect recognition of face information, voice recognition information, the Dynamic Recognition information, biological characteristic recognition information, infrared language of Risk Source FactorSound detection information, infrared night vision detection information, early warning unmanned plane cruise information and Internet of Things intelligent security guard information simultaneously judge its windDanger sends relevant pre-warning signal to upper level, reduces thing when there is security risk factor by the early warning of classification and alarmTherefore the risk occurred.
Recognition of face information, speech recognition are carried out to risk factors source using artificial intelligent early-warning system for realization is above-mentionedInformation, Dynamic Recognition information, biological characteristic recognition information, infrared voice detection information, infrared night vision detection information, early warning nobodyThe acquisition of machine cruise information and Internet of Things intelligent security guard information compares and analyzes, sign reasoning, early warning value assessment, risk againThe purpose of factor reply and the early warning of risk management Assessment for classification, the invention provides the following technical scheme: a kind of artificial intelligence early warningSystem, including intelligent things and risk facior data acquisition system 100, risk factors management system 200, cloud computing 300, Yun CunStore up 400, cloud database 500, artificial intelligence early warning operating system 600, artificial intelligence Warning Service device 700, internet+distributionFormula early warning police kiosk 800, Pyatyi artificial intelligence early warning system 900, level Four artificial intelligence early warning system 1000, three-level artificial intelligence are pre-Alert system 1100, second level artificial intelligence early warning system 1200, level-one artificial intelligence early warning system 1300.The present invention passes through artificial intelligenceEnergy early warning system is acquired risk factors, comparative analysis, reasoning, assessment, cloud computing, cloud storage, classifying alarm, copes with and preventControl realizes to deploy to ensure effective monitoring and control of illegal activities to police kiosk periphery and monitor within round-the-clock 24 hours, user can realize information sharing, improve information resources benefitWith rate, safety guarantee is increased for maintenance stability in border areas.
The present invention provides a kind of artificial intelligence early warning system, intelligent things and risk facior data acquisition system: usingIn acquisition face identification system, speech recognition system, dynamic recognition system, living creature characteristic recognition system, infrared voice detection systemSystem, infrared night vision detection system, early warning unmanned plane cruise system, Intelligent internet of things safety defense monitoring system, and the acquisition is believedBreath is sent to risk factors management system.
Risk factors management system 200: for receiving the intelligent things and risk facior data acquisition system and will adoptThe recognition of face information of collection, voice recognition information, Dynamic Recognition information, biological characteristic recognition information, infrared voice detection information,Infrared night vision detection information, early warning unmanned plane cruise information and Internet of Things intelligent security guard information are classified, by sorted figureAs characteristic information and voice messaging are sent to risk factors collection module, described image characteristic information includes the face figure of acquisitionPicture, dynamic feature information and biological information;The voice messaging includes the voice messaging of acquisition, the primitive image featuresInformation includes facial image blacklist, dynamic feature information blacklist and the biological information blacklist of storage unit storage,The original speech information includes the voice messaging blacklist of storage unit storage.
Risk factors collection module passes through cloud computing again and mass data information compares and analyzes, hierarchical reasoning, early warningValue assessment, returns to user for processing result again later and goes forward side by side storage 400 of racking.
Risk factors collection module 220: it is compared point for described image characteristic information and primitive image features informationAnalysis judge whether image feature information matches with the information in iconic model library, and early warning is generated if being judged as " Yes " and is believedBreath transmits signals to early warning value appraisal procedure i.e. risk factors evaluation module 240, early warning value after generating early warning information againAppraisal procedure generates warning level warning message i.e. risk factors reply module 250, warning level alarm if being judged as " Yes "Information regeneration feeds back to level-one early warning system, that is, risk management evaluation module 260 at pre-warning signal and passes the prompt informationIt send to artificial intelligence early warning operating system 600, early warning value appraisal procedure early warning value No assessment result if being judged as " No " transmitsTo image information data library, that is, cloud database 500, compares and analyzes with primitive image features information and believe if being judged as " No "Number transmission Summer Solstice or the Winter Solstice activity sign inference procedure, that is, risk factors reasoning module 230.
Risk factors reasoning module 230: for daily, weekly, monthly, quarterly with the movable sign reasoning journey in every yearSequence, day activity sign inference procedure generate early warning information if being judged as " Yes ", will believe again after generating early warning informationNumber it is sent to early warning value appraisal procedure i.e. risk factors evaluation module 240, early warning value appraisal procedure generates if being judged as " Yes "Warning level warning message, that is, risk factors cope with module 250, give in warning level warning message regeneration pre-warning signal feedbackThe prompt information is simultaneously sent to artificial intelligence early warning operating system by level-one early warning system, that is, risk management evaluation module 260600, early warning value appraisal procedure early warning value No assessment result if being judged as " No " is sent to image information data library i.e. cloud dataLibrary 500, day activity sign inference procedure signal if being judged as " No " are sent to all movable sign inference procedures i.e. risk factorsReasoning module 230, with this step to the image feature information of acquisition carry out daily, weekly, monthly, quarterly with every yearMovable sign circular reasoning.
Risk factors collection module 220: judgement language is compared and analyzed for the voice messaging and original speech informationWhether message breath matches with the information in speech model library, and early warning information is generated if being judged as " Yes ", generates early warning and mentionsEarly warning value appraisal procedure i.e. risk factors evaluation module 240 is transmitted signals to again after showing information, if early warning value appraisal procedure is sentencedBreak and then generate warning level warning message i.e. risk factors reply module 250 for " Yes ", warning level warning message regeneration is pre-Alert signal feeds back to upper level early warning system i.e. risk management evaluation module 260 and the prompt information is sent to artificial intelligenceEarly warning operating system 600, early warning value appraisal procedure early warning value No assessment result if being judged as " No " are sent to voice messaging numberAccording to library, that is, cloud database 500, the signal if being judged as " No " is compared and analyzed with original speech information and is sent to keyword knowledgeOther inference procedure, that is, risk factors reasoning module 230.
Risk factors reasoning module 230: keyword identification, continuous speech recognition, syntax analyzer and semantic information are used forThe inference procedure of analysis, keyword identification inference procedure generate early warning information if being judged as " Yes ", generate early warningEarly warning value appraisal procedure i.e. risk factors evaluation module 240 is transmitted signals to after information again, if early warning value appraisal procedure judgesWarning level warning message i.e. risk factors are then generated for " Yes " and cope with module 250, and warning level warning message regenerates early warningSignal feeds back to upper level early warning system i.e. risk management evaluation module 260 and that the prompt information is sent to artificial intelligence is pre-Alert operating system 600, early warning value appraisal procedure early warning value No assessment result if being judged as " No " are sent to voice messaging dataLibrary, that is, cloud database 500, keyword identification inference procedure signal if being judged as " No " are sent to continuous speech recognition reasoning journeySequence, that is, risk factors reasoning module 230, with this step to the voice messaging of acquisition carry out keyword identification, continuous speech recognition,The circular reasoning of syntax analyzer and semantic information analysis ratiocination program.
Risk factors evaluation module 240: the warning information for generating to risk factors reasoning module is assessed, and willPrompt information is sent to risk factors reply module 250.
Risk factors cope with module 250: the warning level warning message for generating to risk factors evaluation module is adoptedThe measure taken, regeneration pre-warning signal feed back to upper level early warning system i.e. risk management evaluation module 260.
Risk management evaluation module 260: for that should be carried out to module feedback to the warning information of upper level to risk factorsEvaluation management, while receiving the operational order of upper level early warning system sending and replying and execute step, process, measure, implement knotFruit.
Cloud computing 300: it is designed based on open source Hadoop framework, user can not know about distributed bottom level detailsIn the case of, distributed program is developed, carries out high speed computing and storage using cluster advantage, cloud computing 300 is for calculating distributionRisk factors collection module 220, risk factors reasoning module 230, risk factors evaluation module 240 and magnanimity number on computerAccording to comparing and analyzing, processing result is returned to user again later and gone forward side by side storage 400 of racking by hierarchical reasoning, early warning value assessment.
Cloud storage 400: for the cluster application of cloud computing system, together by application software by distributed system fileIt cooperates, provides the work of data storage and business access for user, for depositing by setting online data storage moduleFacial image blacklist, dynamic feature information blacklist, biological information blacklist and voice messaging are stored in storage moduleBlacklist, by the face in the facial image of acquisition, dynamic feature information, biological information and voice messaging and memory moduleImage blacklist, dynamic feature information blacklist, biological information blacklist and voice messaging blacklist compare, ifSimilarity reaches preset early warning value, then the information is generated early warning information in time and carries out pushing away for risk factors by early warning systemReason, assessment generate warning level warning message, feed back to the progress risk management evaluation of upper level early warning system.
Cloud database 500: by online data storage module, online data storage module be based on open source Hadoop framework intoRow design big data technical system carries out distributed digging using the feature of big data technical system from the data information of magnanimityPick makes full use of the advantage of cluster to carry out high speed computing and storage, and cloud database 500 divides for original speech information database, originalBeginning image characteristic information data library, original information data library, real-time risk factors acquisition image information data library, real-time risk becauseElement acquisition voice messaging database, risk factors collection database, risk factors reason DB, risk factors assess dataLibrary, risk factors reply database, risk factors administrative evaluation database, real-time judge are according to database, judgment rule dataLibrary and accident examples database, cloud database 500 are acquired for storing intelligent things with risk facior data acquisition system 100Risk factors information data, for store risk factors management system 200 voice messaging comparative analysis, keyword identification,Continuous speech recognition, syntax analyzer, semantic information analysis and image feature information comparative analysis, the reasoning of day activity sign, weekMovable sign reasoning, the reasoning of season activity sign, year movable sign reasoning, generates early warning letter at the reasoning of moon activity signBreath, early warning value assessment generate warning level warning message, generate pre-warning signal feedback upper level early warning system, and according to cloud meter300 information datas that real-time update is carried out by the data that cloud storage 400 transmits are calculated, for storing the artificial intelligence early warningIt is pre- that prompt information, rating information, warning information and the warning message that operating system 600 generates are sent to township level artificial intelligenceThe information data of alert system, the information data generated for storing the man-machine object collaboration inter-operation system 620 of the multidimensional, for depositingThe information data that the artificial intelligence Warning Service device 700 generates is stored up, for storing the internet+distribution early warning police kiosk800 information datas generated generate cloud database information access for storing the Pyatyi artificial intelligence early warning system 900Information data, information generated is consulted to cloud database information for storing the level Four artificial intelligence early warning system 1000Data consult information data generated to cloud database information for storing the three-level artificial intelligence early warning system 1100,Information data generated is consulted to cloud database information for storing the second level artificial intelligence early warning system 1200, for depositingIt stores up the level-one artificial intelligence early warning system 1300 and information data generated is consulted to cloud database information.
Artificial intelligence early warning operating system 600: based on the AI artificial intelligence developed on the basis of (SuSE) Linux OS frameworkEarly warning operating system, the system are used to manage and control the computer runs programs of computer hardware, software and data resource, useIn the interface that artificial intelligence early warning systems at different levels and internet+distribution early warning police kiosk are linked up, it to be used for cloud computing, cloud storage, cloudThe interface of database and artificial intelligence early warning system, internet+distribution early warning police kiosk and other software handshakes is used for multidimensional peopleMachine object cooperates with the communication interface of inter-operation system and mobile device and smart television, is that other application software mentions for man-machine interfaceFor supporting, including class cranial nerve network system, multidimensional man-machine object collaboration inter-operation system, the early warning of public safety intelligent monitoring withPrevention and control system, autonomous unmanned servo-system, Incorporate network information platform system, intelligent things and risk facior data are adoptedCollecting system, risk factors management system.
Artificial intelligence Warning Service device 700: for providing various high-performance calculations for client in early warning net systemService, server is under the manipulation of artificial intelligence early warning operating system, by coupled network video server, infrared night visionDetecting server, infrared voice detecting server, video TV wall server, programme-controlled exchange, AI cloud computing server, AI numberAccording to library server, GPU Cloud Server, Web server, communication server, display, hybrid matrix, router, modemThe service of centralized calculation, information publication and data management is provided for long-range monitor client.
Internet+distribution early warning police kiosk 800: i.e. unattended early warning police kiosk, including the pre- police uniform of display, artificial intelligenceBe engaged in device, network video server, infrared night vision detecting server, infrared voice detecting server, NVR network hard disk video recorder,Disk matrix, video TV wall server, programme-controlled exchange, Web server, communication server, display, high-definition network videoDecoder, high-definition network character matrix, comprehensive management platform system, streaming media server, optical transmitter and receiver, router, modulation /demodulationDevice, photovoltaic power generation mould group, wireless charging receiver, battery group, distribution system, air-conditioning system, access control system, smog sensing systemSystem, infrared induction system, early warning factor controlling module, fiber optical transceiver, network adapter, communication module, input early warning factorModule, output warning module and with electric fence, it is described for receiving for putting the hardware facility of artificial intelligence early warning systemMonitor deploy to ensure effective monitoring and control of illegal activities a face identification system 110, speech recognition system 120, dynamic recognition system 130, living creature characteristic recognition system140, infrared voice detection system 150, infrared night vision detection system 160, early warning unmanned plane cruise system 170, Intelligent internet of thingsThe risk factors information data that safety defense monitoring system 180 acquires, it is pre- for exporting image for exporting phonetic warning warning messageAlert warning message, for Pyatyi artificial intelligence early warning system 900 to being distributed in each camera probe deployed to ensure effective monitoring and control of illegal activities a little, audio monitoringThe access of device, infrared voice probe, infrared night vision probe and early warning unmanned plane blanket type scanning information, it is artificial for receiving PyatyiThe operational order that intelligent early-warning system issues, the exception issued for early warning police kiosk to Incorporate information network platform systemTarget positioning is tracked, and acquires risk facior data information, while carrying out wide area covering, deep layer prison to a blind area of monitoring of deploying to ensure effective monitoring and control of illegal activitiesControl cooperates with the overall situation, and safely and efficiently cooperates with 620 real-time Data Transmission of inter-operation system with the man-machine object of multidimensional, is commandingAid decision is provided, is patrolled in real time for early warning unmanned plane abnormal environment, tracking and monitoring is carried out to abnormal behaviour.
Pyatyi artificial intelligence early warning system 900: the Pyatyi artificial intelligence early warning system belongs to township level early warning system, packetInclude video wall display, artificial intelligence Warning Service device, network video storage server, video TV wall server, NVR networkHard disk video recorder, disk matrix, video terminal, high-definition network video decoder, decoder service switch, programme-controlled exchange,Network facilities cabinet, multipoint control unit MCU, Web server, communication server, display, high-definition network character matrix, lightTerminal, comprehensive management platform system, streaming media server, router, modem, UPS host, UPS battery group, air-conditioningSystem, early warning factor controlling module, equipment access gateway, fiber optical transceiver, network adapter, communication module, input early warning becausePlain module, output warning module, for monitoring internet in administrative area+800 surrounding enviroment of distribution early warning police kiosk riskSource warning information, the warning information includes audio data and/or video data, for receiving internet+distribution early warning policeThe early warning and alarming information that pavilion 800 issues, and timely feedback and give level Four artificial intelligence early warning system, for receiving level Four artificial intelligenceThe operational order of early warning system sending simultaneously replys execution step, process, measure, result of implementation, for early warning unmanned plane to exceptionEnvironment is patrolled in real time, carries out tracking and monitoring to abnormal behaviour, for the man-machine object collaboration inter-operation system 620 of multidimensional sameCarry out data transmission between one IP address network segment and mobile intelligent terminal equipment, parse, show, UI switching, instruction execution, controlIt is synchronous with interoperability, the abnormal object positioning issued to Incorporate information network platform system for early warning police kiosk carry out withTrack acquires risk facior data information, while carrying out wide area covering to a blind area of monitoring of deploying to ensure effective monitoring and control of illegal activities, and deep layer monitoring cooperates with the overall situation,And 620 real-time Data Transmission of inter-operation system safely and efficiently is cooperateed with the man-machine object of multidimensional, aid decision is provided for commanding.
Level Four artificial intelligence early warning system 1000: the level Four artificial intelligence early warning system belongs to early warning system at county level, usesIn internet+distribution early warning police kiosk 800 and Pyatyi artificial intelligence early warning system 900 and its surrounding enviroment in monitoring administrative areaRisk source warning information, the warning information includes audio data and/or video data, for receiving internet+distributionThe early warning and alarming information that early warning police kiosk 800 and Pyatyi artificial intelligence early warning system 900 issue, and timely feedback artificial to three-levelIntelligent early-warning system, for receive three-level artificial intelligence early warning system sending operational order and reply execute step, process, arrangeIt applies, result of implementation, is patrolled in real time for early warning unmanned plane abnormal environment, tracking and monitoring is carried out to abnormal behaviour, is used forThe man-machine object collaboration inter-operation system 620 of multidimensional carries out data biography between same IP address network segment and mobile intelligent terminal equipmentDefeated, parsing, displaying, UI switching, instruction execution, control are synchronous with interoperability, are used for early warning police kiosk to Incorporate Information NetworkThe abnormal object positioning that network plateform system issues is tracked, and acquires risk facior data information, while blind to a monitoring of deploying to ensure effective monitoring and control of illegal activitiesArea carries out wide area covering, and deep layer monitoring cooperates with the overall situation, and safely and efficiently cooperates with inter-operation system 620 real with the man-machine object of multidimensionalWhen data transmit, provide aid decision for commanding.
Three-level artificial intelligence early warning system 1100: the three-level artificial intelligence early warning system belongs to city-level early warning system, usesIn internet+distribution early warning police kiosk 800, Pyatyi artificial intelligence early warning system 900 and the artificial intelligence of level Four in monitoring administrative areaThe risk source warning information of energy early warning system 1000 and its surrounding enviroment, the warning information includes audio data and/or videoData, it is pre- for receiving internet+distribution early warning police kiosk 800, Pyatyi artificial intelligence early warning system 900 and level Four artificial intelligenceThe early warning and alarming information that alert system 1000 issues, and timely feedback and give second level artificial intelligence early warning system, for receiving second level peopleThe operational order of work intelligent early-warning system sending simultaneously replys execution step, process, measure, result of implementation, is used for early warning unmanned planeIt is patrolled in real time abnormal environment, tracking and monitoring is carried out to abnormal behaviour, cooperate with inter-operation system 620 for the man-machine object of multidimensionalCarry out data transmission between same IP address network segment and mobile intelligent terminal equipment, parse, showing, UI switching, instructing and holdRow, control are synchronous with interoperability, and the abnormal object issued for early warning police kiosk to Incorporate information network platform system is fixedPosition is tracked, and acquires risk facior data information, while carrying out a wide area covering to the blind area of monitoring of deploying to ensure effective monitoring and control of illegal activities, deep layer monitoring with it is completeOffice's cooperation, and 620 real-time Data Transmission of inter-operation system safely and efficiently is cooperateed with the man-machine object of multidimensional, it is provided for commanding auxiliaryHelp decision.
Second level artificial intelligence early warning system 1200: the second level artificial intelligence early warning system belongs to province's provincial department level early warning system,For monitoring internet in administrative area+distribution early warning police kiosk 800, Pyatyi artificial intelligence early warning system 900, the artificial intelligence of level FourThe risk source warning information of energy early warning system 1000, three-level artificial intelligence early warning system 1100 and its surrounding enviroment, the early warningInformation includes audio data and/or video data, pre- for receiving internet+distribution early warning police kiosk 800, Pyatyi artificial intelligenceThe early warning and alarming letter that alert system 900, level Four artificial intelligence early warning system 1000, three-level artificial intelligence early warning system 1100 issueBreath, and timely feedback to level-one artificial intelligence early warning system 1300, for receiving the behaviour of level-one artificial intelligence early warning system sendingMake to instruct and reply to execute step, process, measure, result of implementation, be patrolled in real time for early warning unmanned plane abnormal environment,Tracking and monitoring is carried out to abnormal behaviour, for the man-machine object collaboration inter-operation system 620 of multidimensional in same IP address network segment and movementCarry out data transmission between intelligent terminal, parse, showing, UI switching, instruction execution, control it is synchronous with interoperability, be used forThe abnormal object positioning that early warning police kiosk is issued to Incorporate information network platform system is tracked, and risk factors number is acquiredIt is believed that breath, while a wide area covering is carried out to the blind area of monitoring of deploying to ensure effective monitoring and control of illegal activities, deep layer monitoring cooperates with global, and safely and efficiently and multidimensionalMan-machine object cooperates with 620 real-time Data Transmission of inter-operation system, provides aid decision for commanding.
Level-one artificial intelligence early warning system 1300: the level-one artificial intelligence early warning system belongs to ministerial level early warning system, usesIn internet+distribution early warning police kiosk 800, Pyatyi artificial intelligence early warning system 900, level Four artificial intelligence in monitoring administrative areaEarly warning system 1000, three-level artificial intelligence early warning system 1100, second level artificial intelligence early warning system 1200 and its surrounding enviromentRisk source warning information, the warning information includes audio data and/or video data, for receiving internet+distribution in advanceAlert police kiosk 800, Pyatyi artificial intelligence early warning system 900, level Four artificial intelligence early warning system 1000, three-level artificial intelligence early warningThe early warning and alarming information that system 1100, second level artificial intelligence early warning system 1200 issue, and timely feedback and give second level artificial intelligenceEarly warning system 1200 is used for for sending operational order to second level artificial intelligence early warning system and executing step, process, measureEarly warning unmanned plane patrols in real time to abnormal environment, carries out tracking and monitoring to abnormal behaviour, mutual for the man-machine object collaboration of multidimensionalOperating system 620 carries out data transmission between same IP address network segment and mobile intelligent terminal equipment, parses, showing, UI is cutChange, instruction execution, control it is synchronous with interoperability, issue for early warning police kiosk to Incorporate information network platform system differentNormal target positioning is tracked, and acquires risk facior data information, while carrying out wide area covering, deep layer to a blind area of monitoring of deploying to ensure effective monitoring and control of illegal activitiesMonitoring cooperates with the overall situation, and safely and efficiently cooperates with 620 real-time Data Transmission of inter-operation system with the man-machine object of multidimensional, for commander peopleMember provides aid decision, controls for the vertical management of artificial intelligence early warning system, United Dispatching, for maintenance stability in border areas completeOffice.
Preferred embodiment, the cloud storage system include recognition of face blacklist.
Preferred embodiment, image feature information and voice messaging contrast module that the risk factors collection module is collected andComparing result output module is risk factors collection module.
Preferred embodiment, the display module are computer display screen, and computer display screen resolution ratio is 1920 × 1080, screenCurtain ratio is 16: 09, refresh rate 144Hz.
Preferred embodiment, the reception optical transmitter and receiver and transmitting optical transmitter are exchange signal enhancing module.
Preferred embodiment, the camera are AI camera probe.
Preferred embodiment, the cloud computing are designed based on open source Hadoop framework.
Preferred embodiment, the cloud database: by online data storage module, online data storage module is based on open sourceHadoop framework is designed.
Preferred embodiment, the cloud database are divided into original speech information database, primitive image features information database, realityWhen risk factors acquisition image information data library, real-time risk factors acquire voice messaging database, risk factors collection dataLibrary, risk factors reason DB, risk factors assessment database, risk factors cope with database, risk factors administrative evaluationDatabase, real-time judge are according to database, judgment rule database and accident examples database.
Preferred embodiment, the artificial intelligence early warning operating system is based on developing on the basis of (SuSE) Linux OS frameworkAI artificial intelligence early warning operating system.
Preferred embodiment, described image characteristic information include facial image, dynamic feature information and the biological characteristic letter of acquisitionBreath.
Preferred embodiment, the voice messaging include the voice messaging of acquisition.
Preferred embodiment, the primitive image features information include the facial image blacklist of memory module storage, dynamic spyReference ceases blacklist and biological information blacklist.
Preferred embodiment, the original speech information include the voice messaging blacklist of memory module storage.
Preferred embodiment, the day activity sign inference procedure, that is, risk factors reasoning module 230.
Preferred embodiment, the week movable sign inference procedure, that is, risk factors reasoning module 230.
Preferred embodiment, the moon activity sign inference procedure, that is, risk factors reasoning module 230.
Preferred embodiment, the season activity sign inference procedure, that is, risk factors reasoning module 230.
Preferred embodiment, the year movable sign inference procedure, that is, risk factors reasoning module 230.
Preferred embodiment, the keyword recognizer, that is, risk factors reasoning module 230.
Preferred embodiment, the continuous speech recognition program, that is, risk factors reasoning module 230.
Preferred embodiment, the syntax analyzer program, that is, risk factors reasoning module 230.
Preferred embodiment, institute's semantic information analyze program, that is, risk factors reasoning module 230.
Preferred embodiment, the risk factors reasoning module 230 are programmed using syllogistic reasoning principle, syllogistic reasoningIncluding major premise, minor premise, conclusion.
Preferred embodiment, the early warning value appraisal procedure, that is, risk factors evaluation module 240.
Preferred embodiment, the generation warning level warning message, that is, risk factors cope with module 250.
Preferred embodiment, the generation pre-warning signal feed back to upper level early warning system i.e. risk management evaluation module 260.
Preferred embodiment, the artificial intelligence Warning Service device 700 include high-performance central processor CPU, image processorGPU, programming logic gate array FPGA, neural network processor NPU, isomery/reconfigurable processor.
Preferred embodiment, the internet+distribution early warning police kiosk 800 are unattended early warning police kiosk.
Preferred embodiment, the Pyatyi artificial intelligence early warning system 900 belong to township level early warning system.
Preferred embodiment, the level Four artificial intelligence early warning system 1000 belong to early warning system at county level.
Preferred embodiment, the three-level artificial intelligence early warning system 1100 belong to city-level early warning system.
Preferred embodiment, the second level artificial intelligence early warning system 1200 belong to province's provincial department level early warning system.
Preferred embodiment, the level-one artificial intelligence early warning system 1300 belong to ministerial level early warning system.
Preferred embodiment, the early warning unmanned plane cruise system 170 are that township level is pre- by Pyatyi artificial intelligence early warning system 900Alert System Control Center manipulation.
Preferred embodiment, the class cranial nerve network system 610 include deep neural network model, are used for deep learning magnanimityThe understanding of the available text of big data, image, audio, video, gene data and complex network data, by self study complete fromProgramming.
Preferred embodiment, the man-machine object collaboration inter-operation system 620 of multidimensional is to man-machine object ternary interactive process median surfaceUpdate and switching, the forwarding of message and display, the parsing of instruction and execution control are synchronous with interoperability, complete multimedia resourceIntelligence is shared.
Preferred embodiment, the public safety intelligent monitoring early warning and prevention and control system 630 include public safety cloud computing solutionCertainly scheme, crime intelligence analysis solution, crime forecasting and prevention solution, Intellectualized Video Monitoring solution.
Preferred embodiment, the autonomous unmanned servo-system 640 is unmanned plane background control center.
Preferred embodiment, the Incorporate information network platform system 650 use Beidou commercial system, that is, big-dipper satelliteNavigation system.
Preferred embodiment, the photovoltaic generating system 801 include monocrystalline silicon, polysilicon and thin-film solar cells square matrix.
Preferred embodiment, the UPS uninterruptible power supply 803 are UPS, when public electric wire net power-off for being artificial intelligent early-warningSystem host, computer network system and intelligent things and risk facior data acquisition system and subsystem provide stablize, not betweenDisconnected power supply.
Preferred embodiment, the intelligent access control system 812 are used to be internet+800 exit and entrance of distribution early warning police kioskPermission is set.
Preferred embodiment, the video monitoring system 813 are used to monitor unattended internet+distribution early warning police kiosk800, by artificial destruction, provide safety guarantee.
Preferred embodiment, the infrared induction system 815 is for preventing internet+distribution early warning police kiosk 800 by artificialIt destroys, prevents extremist from carrying out beat, smash and loot, burning and the safe precaution measure provided to police kiosk.
Preferred embodiment, the early warning factor controlling module 816 is for controlling inside internet+distribution early warning police kiosk 800Alarm bell, combined aural and visual alarm, air-conditioning system, intelligent access control system, video monitoring system, smog sensor-based system, infrared induction systemSystem.
Preferred embodiment, the model being mounted on electric fence over 800 5 meters of outside of internet+distribution early warning police kioskIt encloses, the electrification barrier for preventing human body from going beyond.
Detailed description of the invention
Fig. 1 is artificial intelligent early-warning system block architecture diagram: 100, intelligent things and risk facior data acquisition system;200,Risk factors management system;300, cloud computing;400, cloud storage;500, cloud database;600, artificial intelligence early warning operating system;700, artificial intelligence Warning Service device;800, internet+distribution early warning police kiosk;900, Pyatyi artificial intelligence early warning system;1000, level Four artificial intelligence early warning system;1100, three-level artificial intelligence early warning system;1200, second level artificial intelligence early warning systemSystem;1300, level-one artificial intelligence early warning system.
Fig. 2 is intelligent things and risk facior data acquisition system structural schematic diagram: 110, face identification system;120, languageSound identifying system;130, dynamic recognition system;140, living creature characteristic recognition system;150, infrared voice detection system;160, redOuter night vision detection system;170, early warning unmanned plane cruise system;180, Intelligent internet of things safety defense monitoring system.
Fig. 3 is risk factors schematic diagram of management system structure: 210, risk factors collection module;220, risk factors collectionModule;230, risk factors reasoning module;240, risk factors evaluation module;250, risk factors cope with module;260, riskAdministrative evaluation module.
Fig. 4 is that risk facior data acquisition system risk source is deployed to ensure effective monitoring and control of illegal activities schematic diagram: 1, internet+distribution early warning police kiosk;2,Face identification system camera probe;3, dynamic recognition system camera probe;4, speech recognition system monitor;5, biological characteristic is knownOther system camera probe;6, early warning unmanned plane cruise system;7, infrared night vision detection system camera probe;8, infrared voice detectsSystem probe;9, Intelligent internet of things safety defense monitoring system sensor;10, video server;11, Pyatyi artificial intelligence early warning system(township level) monitoring center staff;12, network intelligence video wall;13, hybrid matrix, video server, integrated management systemSystem;14, communication data transfer system;15, Pyatyi artificial intelligence early warning system monitoring center.
Fig. 5 is acquisition image feature information and voice messaging module instance schematic diagram: described image characteristic information with it is originalImage feature information, which compares and analyzes, judges whether image feature information matches with the information in iconic model library, if being judged as" Yes " then generates early warning information, transmits signals to early warning value appraisal procedure i.e. risk again after generating early warning informationFactors assessment module 240, early warning value appraisal procedure generate warning level warning message i.e. risk factors if being judged as " Yes " and answerTo module 250, warning level warning message regeneration pre-warning signal feeds back to upper level early warning system i.e. risk management evaluation mouldThe prompt information is simultaneously sent to artificial intelligence early warning operating system 600 by block 260, if early warning value appraisal procedure is judged as " No "Then early warning value No assessment result is sent to image information data library i.e. cloud database 500, carries out pair with primitive image features informationSummer Solstice or the Winter Solstice activity sign inference procedure i.e. risk factors reasoning module 230, the wind are transmitted than analyzing the signal if being judged as " No "Dangerous factor reasoning module 230: daily, weekly, monthly, quarterly with the movable sign inference procedure in every year, day activity signInference procedure generates early warning information if being judged as " Yes ", transmits signals to early warning again after generating early warning informationIt is worth appraisal procedure, that is, risk factors evaluation module 240, early warning value appraisal procedure generates warning level alarm if being judged as " Yes "Information, that is, risk factors cope with module 250, and warning level warning message regeneration pre-warning signal feeds back to upper level early warning systemRisk management evaluation module 260 and the prompt information is sent to artificial intelligence early warning operating system 600, early warning value assessmentProgram early warning value No assessment result if being judged as " No " is sent to image information data library i.e. cloud database 500, day activity markAs signal is sent to all movable sign inference procedures i.e. risk factors reasoning module 230 to inference procedure if being judged as " No ", withThis step daily, weekly, monthly, quarterly push away with the movable sign in every year circulation to the image feature information of acquisitionReason, the voice messaging compared and analyzed with original speech information judge voice messaging whether the information phase with speech model libraryMatching generates early warning information if being judged as " Yes ", transmits signals to early warning value again after generation early warning information and commentEstimate program i.e. risk factors evaluation module 240, early warning value appraisal procedure generates warning level warning message if being judged as " Yes "I.e. risk factors cope with module 250, and warning level warning message regeneration pre-warning signal feeds back to upper level early warning system i.e. windThe prompt information is simultaneously sent to artificial intelligence early warning operating system 600, early warning value appraisal procedure by dangerous administrative evaluation module 260Early warning value No assessment result is sent to voice messaging database i.e. cloud database 500 if being judged as " No ", believes with raw toneBreath compares and analyzes the signal if being judged as " No " and is sent to keyword identification inference procedure i.e. risk factors reasoning module230, the inference procedure that the keyword identification, continuous speech recognition, syntax analyzer and semantic information are analyzed, keyword identificationInference procedure generates early warning information if being judged as " Yes ", transmits signals to early warning again after generating early warning informationIt is worth appraisal procedure, that is, risk factors evaluation module 240, early warning value appraisal procedure generates warning level alarm if being judged as " Yes "Information, that is, risk factors cope with module 250, and warning level warning message regeneration pre-warning signal feeds back to upper level early warning systemRisk management evaluation module 260 and the prompt information is sent to artificial intelligence early warning operating system 600, early warning value assessmentProgram early warning value No assessment result if being judged as " No " is sent to voice messaging database i.e. cloud database 500, and keyword is knownOther inference procedure signal if being judged as " No " is sent to continuous speech recognition inference procedure i.e. risk factors reasoning module 230,Keyword identification, continuous speech recognition, syntax analyzer and semantic information is carried out with voice messaging of this step to acquisition to analyzeThe circular reasoning of inference procedure.
Fig. 6 is artificial intelligent early-warning operating system configuration schematic diagram: 610, class cranial nerve network system;620, multidimensional is man-machineObject cooperates with inter-operation system;630, the early warning of public safety intelligent monitoring and prevention and control system;640, autonomous unmanned servo-system;650, Incorporate information network platform system.
Fig. 7 is that the man-machine object of multidimensional cooperates with inter-operation system structural schematic diagram: the man-machine object of multidimensional cooperates with inter-operation systemFor under cloud computing 300, cloud storage 400,500 environment of cloud database, the media server authenticated through UPnP/DLNA to pass through bandwidthOr WIFI network connection, carry out data transmission between different terminal devices, parse, showing, UI switching, instruction execution, controlSystem is synchronous with interoperability, for intelligent movable equipment and intelligence in cloud computing 300, cloud storage 400,500 environment of cloud databaseTV accesses same local area network, and setting IP address is same network segment, mutual by interconnection between intelligent movable equipment and smart televisionDiscovery module independently finds other equipment, and is attached, and message controlling mechanism is used for, to boundary in man-machine object ternary interactive processThe update in face and switching, the forwarding of message and display, the parsing of instruction and execution control are synchronous with interoperability, complete multimedia moneyThe intelligence in source is shared.
Fig. 8 is internet+distribution early warning police kiosk hardware system structure schematic diagram: 801, photovoltaic generating system;802, it storesBattery pack;803, UPS uninterruptible power supply;804, distribution system;805, public electric wire net;806, ECP Extended Capabilities Port;807, Network adaptationDevice;808, fiber optical transceiver;809, optical fiber;810, communication module;811, air-conditioning system;812, intelligent access control system;813, it regardsFrequency monitoring system;814, smog sensor-based system;815, infrared induction system;816, early warning factor controlling module;817, input is pre-Alert factor module;818, intelligent early-warning control centre;819, warning module is exported.
Specific embodiment
Specific embodiment is clearly and completely described to technical solution of the present invention with reference to the accompanying drawings of the specification.
The present invention provides a kind of artificial intelligence early warning system, as shown in Figure 1, including intelligent things and risk facior dataAcquisition system 100, for acquiring the recognition of face information, voice recognition information, Dynamic Recognition information, life of Risk Source Factor in real timeObject feature identification information, infrared voice detection information, infrared night vision detection information, early warning unmanned plane cruise information and Internet of Things intelligenceEnergy safeguard information simultaneously judges its risk, and the acquisition information is sent to risk factors management system.
Risk factors management system 200, for receiving the intelligent things and risk facior data acquisition system and will adoptThe recognition of face information of collection, voice recognition information, Dynamic Recognition information, biological characteristic recognition information, infrared voice detection information,Infrared night vision detection information, early warning unmanned plane cruise information and Internet of Things intelligent security guard information are classified, by sorted figureAs characteristic information and voice messaging are sent to risk factors collection module, described image characteristic information includes the face figure of acquisitionPicture, dynamic feature information and biological information;The voice messaging includes the voice messaging of acquisition, the primitive image featuresInformation includes facial image blacklist, dynamic feature information blacklist and the biological information blacklist of storage unit storage,The original speech information includes the voice messaging blacklist of storage unit storage.
Cloud computing 300 is designed based on open source Hadoop framework, and user can not know about distributed bottom level detailsIn the case of, distributed program is developed, carries out high speed computing and storage using cluster advantage, cloud computing 300 is for calculating distributionRisk factors collection module 220, risk factors reasoning module 230, risk factors evaluation module 240 and magnanimity number on computerAccording to comparing and analyzing, processing result is returned to user again later and gone forward side by side storage 400 of racking by hierarchical reasoning, early warning value assessment.
Cloud storage 400, for the cluster application of cloud computing system, together by application software by distributed system fileIt cooperates, provides the work of data storage and business access for user, for depositing by setting online data storage moduleFacial image blacklist, dynamic feature information blacklist, biological information blacklist and voice messaging are stored in storage moduleBlacklist, by the face in the facial image of acquisition, dynamic feature information, biological information and voice messaging and memory moduleImage blacklist, dynamic feature information blacklist, biological information blacklist and voice messaging blacklist compare, ifSimilarity reaches preset early warning value, then the information is generated early warning information in time and carries out pushing away for risk factors by early warning systemReason, assessment generate warning level warning message, feed back to the progress risk management evaluation of upper level early warning system.
Cloud database 500, by online data storage module, online data storage module be based on open source Hadoop framework intoRow design big data technical system carries out distributed digging using the feature of big data technical system from the data information of magnanimityPick makes full use of the advantage of cluster to carry out high speed computing and storage, and cloud database 500 divides for original speech information database, originalBeginning image characteristic information data library, original information data library, real-time risk factors acquisition image information data library, real-time risk becauseElement acquisition voice messaging database, risk factors collection database, risk factors reason DB, risk factors assess dataLibrary, risk factors reply database, risk factors administrative evaluation database, real-time judge are according to database, judgment rule dataLibrary and accident examples database, cloud database 500 are acquired for storing intelligent things with risk facior data acquisition system 100Risk factors information data, for store risk factors management system 200 voice messaging comparative analysis, keyword identification,Continuous speech recognition, syntax analyzer, semantic information analysis and image feature information comparative analysis, the reasoning of day activity sign, weekMovable sign reasoning, the reasoning of season activity sign, year movable sign reasoning, generates early warning letter at the reasoning of moon activity signBreath, early warning value assessment, generation warning level warning message, generation pre-warning signal feed back to upper level early warning system, and according to cloud300 information datas that real-time update is carried out by the data that cloud storage 400 transmits are calculated, it is pre- for storing the artificial intelligencePrompt information, rating information, warning information and the warning message that alert operating system 600 generates are sent to township level artificial intelligenceThe information data of early warning system, the information data generated for storing the man-machine object collaboration inter-operation system 620 of the multidimensional, is used forThe information data that the artificial intelligence Warning Service device 700 generates is stored, for storing the internet+distribution early warning police kiosk800 information datas generated generate cloud database information access for storing the Pyatyi artificial intelligence early warning system 900Information data, information generated is consulted to cloud database information for storing the level Four artificial intelligence early warning system 1000Data consult information data generated to cloud database information for storing the three-level artificial intelligence early warning system 1100,Information data generated is consulted to cloud database information for storing the second level artificial intelligence early warning system 1200, for depositingIt stores up the level-one artificial intelligence early warning system 1300 and information data generated is consulted to cloud database information.
Artificial intelligence early warning operating system 600, based on the AI artificial intelligence developed on the basis of (SuSE) Linux OS frameworkEarly warning operating system, the system are used to manage and control the computer runs programs of computer hardware, software and data resource, useIn the interface that artificial intelligence early warning systems at different levels and internet+distribution early warning police kiosk are linked up, it to be used for cloud computing, cloud storage, cloudThe interface of database and artificial intelligence early warning system, internet+distribution early warning police kiosk and other software handshakes is used for multidimensional peopleMachine object cooperates with the communication interface of inter-operation system and mobile device and smart television, is that other application software mentions for man-machine interfaceIt is pre- for support, including the man-machine object collaboration inter-operation system of class cranial nerve network architecture system, multidimensional, public safety intelligent monitoringAlert and prevention and control system, autonomous unmanned servo-system, Incorporate network information platform system, intelligent things and risk factors numberAccording to acquisition system, risk factors management system.
Artificial intelligence Warning Service device 700, for providing various high-performance calculations for client in early warning net systemService, server is under the manipulation of artificial intelligence early warning operating system, by coupled network video server, infrared night visionDetecting server, infrared voice detecting server, video TV wall server, programme-controlled exchange, AI cloud computing server, AI numberAccording to library server, GPU Cloud Server, Web server, communication server, display, hybrid matrix, router, modemThe service of centralized calculation, information publication and data management is provided for long-range monitor client.
Internet+distribution early warning police kiosk 800, i.e., unattended early warning police kiosk, for putting artificial intelligence early warning systemHardware facility, deploy to ensure effective monitoring and control of illegal activities a face identification system 110, speech recognition system 120, dynamic recognition system for receiving the monitoring130, living creature characteristic recognition system 140, infrared voice detection system 150, infrared night vision detection system 160, early warning unmanned plane patrolThe risk factors information data that boat system 170, Intelligent internet of things safety defense monitoring system 180 acquire, for exporting phonetic warning reportAlert information, for exporting image early warning and alarming information, for Pyatyi artificial intelligence early warning system 900 to being distributed in each deploy to ensure effective monitoring and control of illegal activities a littleCamera probe, audio monitoring device, infrared voice probe, infrared night vision probe and early warning unmanned plane blanket type scanning information look intoIt reads, for receiving the operational order of Pyatyi artificial intelligence early warning system sending, is used for early warning police kiosk to Incorporate Information NetworkThe abnormal object positioning that network plateform system issues is tracked, and acquires risk facior data information, while blind to a monitoring of deploying to ensure effective monitoring and control of illegal activitiesArea carries out wide area covering, and deep layer monitoring cooperates with the overall situation, and safely and efficiently cooperates with inter-operation system 620 real with the man-machine object of multidimensionalWhen data transmit, provide aid decision for commanding, patrolled in real time for early warning unmanned plane abnormal environment, to exceptionBehavior carries out tracking and monitoring.
Pyatyi artificial intelligence early warning system 900, the Pyatyi artificial intelligence early warning system belong to township level early warning system, useIn internet+800 surrounding enviroment of distribution early warning police kiosk risk source warning information, the warning information in monitoring administrative areaIncluding audio data and/or video data, the early warning and alarming information issued for receiving internet+distribution early warning police kiosk 800,And timely feedback and give level Four artificial intelligence early warning system, for receiving the operational order of level Four artificial intelligence early warning system sending simultaneouslyIt replys and executes step, process, measure, result of implementation, patrolled in real time for early warning unmanned plane abnormal environment, to abnormal rowTo carry out tracking and monitoring, for the man-machine object collaboration inter-operation system 620 of multidimensional in same IP address network segment and mobile intelligent terminalCarry out data transmission between equipment, parse, showing, UI switching, instruction execution, control it is synchronous with interoperability, be used for early warning police kioskThe abnormal object positioning issued to Incorporate information network platform system is tracked, and risk facior data information is acquired,A wide area covering is carried out to the blind area of monitoring of deploying to ensure effective monitoring and control of illegal activities simultaneously, deep layer monitoring cooperates with global, and safely and efficiently with the man-machine object of multidimensional620 real-time Data Transmission of inter-operation system is cooperateed with, provides aid decision for commanding.
Level Four artificial intelligence early warning system 1000, the level Four artificial intelligence early warning system belong to early warning system at county level, useIn internet+distribution early warning police kiosk 800 and Pyatyi artificial intelligence early warning system 900 and its surrounding enviroment in monitoring administrative areaRisk source warning information, the warning information includes audio data and/or video data, for receiving internet+distributionThe early warning and alarming information that early warning police kiosk 800 and Pyatyi artificial intelligence early warning system 900 issue, and timely feedback artificial to three-levelIntelligent early-warning system, for receive three-level artificial intelligence early warning system sending operational order and reply execute step, process, arrangeIt applies, result of implementation, is patrolled in real time for early warning unmanned plane abnormal environment, tracking and monitoring is carried out to abnormal behaviour, is used forThe man-machine object collaboration inter-operation system 620 of multidimensional carries out data biography between same IP address network segment and mobile intelligent terminal equipmentDefeated, parsing, displaying, UI switching, instruction execution, control are synchronous with interoperability, are used for early warning police kiosk to Incorporate Information NetworkThe abnormal object positioning that network plateform system issues is tracked, and acquires risk facior data information, while blind to a monitoring of deploying to ensure effective monitoring and control of illegal activitiesArea carries out wide area covering, and deep layer monitoring cooperates with the overall situation, and safely and efficiently cooperates with inter-operation system 620 real with the man-machine object of multidimensionalWhen data transmit, provide aid decision for commanding.
Three-level artificial intelligence early warning system 1100, the three-level artificial intelligence early warning system belong to city-level early warning system, useIn internet+distribution early warning police kiosk 800, Pyatyi artificial intelligence early warning system 900 and the artificial intelligence of level Four in monitoring administrative areaThe risk source warning information of energy early warning system 1000 and its surrounding enviroment, the warning information includes audio data and/or videoData, it is pre- for receiving internet+distribution early warning police kiosk 800, Pyatyi artificial intelligence early warning system 900 and level Four artificial intelligenceThe early warning and alarming information that alert system 1000 issues, and timely feedback and give second level artificial intelligence early warning system, for receiving second level peopleThe operational order of work intelligent early-warning system sending simultaneously replys execution step, process, measure, result of implementation, is used for early warning unmanned planeIt is patrolled in real time abnormal environment, tracking and monitoring is carried out to abnormal behaviour, cooperate with inter-operation system 620 for the man-machine object of multidimensionalCarry out data transmission between same IP address network segment and mobile intelligent terminal equipment, parse, showing, UI switching, instructing and holdRow, control are synchronous with interoperability, and the abnormal object issued for early warning police kiosk to Incorporate information network platform system is fixedPosition is tracked, and acquires risk facior data information, while carrying out a wide area covering to the blind area of monitoring of deploying to ensure effective monitoring and control of illegal activities, deep layer monitoring with it is completeOffice's cooperation, and 620 real-time Data Transmission of inter-operation system safely and efficiently is cooperateed with the man-machine object of multidimensional, it is provided for commanding auxiliaryHelp decision.
Second level artificial intelligence early warning system 1200: the second level artificial intelligence early warning system belongs to province's provincial department level early warning system,For monitoring internet in administrative area+distribution early warning police kiosk 800, Pyatyi artificial intelligence early warning system 900, the artificial intelligence of level FourThe risk source warning information of energy early warning system 1000, three-level artificial intelligence early warning system 1100 and its surrounding enviroment, the early warningInformation includes audio data and/or video data, pre- for receiving internet+distribution early warning police kiosk 800, Pyatyi artificial intelligenceThe early warning and alarming letter that alert system 900, level Four artificial intelligence early warning system 1000, three-level artificial intelligence early warning system 1100 issueBreath, and timely feedback to level-one artificial intelligence early warning system 1300, for receiving the behaviour of level-one artificial intelligence early warning system sendingMake to instruct and reply to execute step, process, measure, result of implementation, be patrolled in real time for early warning unmanned plane abnormal environment,Tracking and monitoring is carried out to abnormal behaviour, for the man-machine object collaboration inter-operation system 620 of multidimensional in same IP address network segment and movementCarry out data transmission between intelligent terminal, parse, showing, UI switching, instruction execution, control it is synchronous with interoperability, be used forThe abnormal object positioning that early warning police kiosk is issued to Incorporate information network platform system is tracked, and risk factors number is acquiredIt is believed that breath, while a wide area covering is carried out to the blind area of monitoring of deploying to ensure effective monitoring and control of illegal activities, deep layer monitoring cooperates with global, and safely and efficiently and multidimensionalMan-machine object cooperates with 620 real-time Data Transmission of inter-operation system, provides aid decision for commanding.
Level-one artificial intelligence early warning system 1300: the level-one artificial intelligence early warning system belongs to ministerial level early warning system, usesIn internet+distribution early warning police kiosk 800, Pyatyi artificial intelligence early warning system 900, level Four artificial intelligence in monitoring administrative areaEarly warning system 1000, three-level artificial intelligence early warning system 1100, second level artificial intelligence early warning system 1200 and its surrounding enviromentRisk source warning information, the warning information includes audio data and/or video data, for receiving internet+distribution in advanceAlert police kiosk 800, Pyatyi artificial intelligence early warning system 900, level Four artificial intelligence early warning system 1000, three-level artificial intelligence early warningThe early warning and alarming information that system 1100, second level artificial intelligence early warning system 1200 issue, and timely feedback and give second level artificial intelligenceEarly warning system 1200 is used for for sending operational order to second level artificial intelligence early warning system and executing step, process, measureEarly warning unmanned plane patrols in real time to abnormal environment, carries out tracking and monitoring to abnormal behaviour, mutual for the man-machine object collaboration of multidimensionalOperating system 620 carries out data transmission between same IP address network segment and mobile intelligent terminal equipment, parses, showing, UI is cutChange, instruction execution, control it is synchronous with interoperability, issue for early warning police kiosk to Incorporate information network platform system differentNormal target positioning is tracked, and acquires risk facior data information, while carrying out wide area covering, deep layer to a blind area of monitoring of deploying to ensure effective monitoring and control of illegal activitiesMonitoring cooperates with the overall situation, and safely and efficiently cooperates with 620 real-time Data Transmission of inter-operation system with the man-machine object of multidimensional, for commander peopleMember provides aid decision, controls for the vertical management of artificial intelligence early warning system, United Dispatching, for maintenance stability in border areas completeOffice.
Face identification system 110 extracts portrait characteristic point for computer during handling image/video, utilizes biologyStatistical principle analyzed, identification, modeling and retrieval, is searched whether with the presence of specified people.
Speech recognition system 120, for realizing speech recognition, acoustic control, human-computer dialogue, keyword dynamic editor operation,Identification is carried out for the speech to particular person and multi-person speech identifies.
Dynamic recognition system 130, for carrying out the detection of dynamic portrait and image zooming-out to by the pedestrian of video camera, people withNatural form is passed by cog region, and camera will do it the candid photograph and acquisition of information, issue corresponding instruction and carry out dynamic human faceIdentification, Gait Recognition is in video brainpower watch and control occasion, system to carry out the process of identification, step to the posture of walking of pedestrianState identifying system includes monitor camera, computer, gait video/image sequences processing system, identification software, by monitoring cameraMachine acquires the gait of people, obtains the video sequence of gait with tracking by detecting, the gait of the people is extracted by PreprocessingFeature carries out motion detection, motion segmentation, the key step of feature extraction Gait Recognition early period to the gait motion in image sequenceSuddenly, it is stored with the mode of gait in the database, then by freshly harvested gait feature and gait data using calculation processingIdentification is compared in the gait feature in library, have it is matched carry out pre-/alarm, without matched gait feature monitor camera then afterIt is continuous to carry out gait acquisition.
Living creature characteristic recognition system 140, for carrying out personal identification to the intrinsic physiological characteristic of human body and behavioural characteristicIdentification, biological characteristic is sampled first, its unique feature is extracted and is converted to digital code, and further by thisA little code combinations are at feature templates, when people carry out authentication with identifying system interaction, identifying system obtain its feature and withFeature templates in database are compared, to determine whether to match, to determine to accept or reject the people.
Infrared voice detection system 150, it is first for the infrared laser device to suspicious object room remote speech monitoringThe first certain distance outside target room irradiates target room glass using beam of laser, and reflected laser beam is by due to soundGlass vibration signal modulation caused by pressing receives reflected laser beam using photoelectric sensor and is translated into telecommunicationsNumber, it is filtered using signal of the circuit to acquisition, enhanced processing, while being filtered using audio processing software Adobe AuditionWave cooperation hardware filtering optimizes recovering signal again, to realize the monitoring to target.
Infrared night vision detection system 160, for being filled using infrared emission under the dark surrounds of no visible light or low-lightIt sets and actively projects infrared light on object, infrared light enters camera lens after object reflects and is imaged, and monitors suspicious object peopleMember's night operations trace.
Early warning unmanned plane cruise system 170 is making up satellite remote sensing often because of cloud layer for the acquisition of high resolution imageWhile acquisition is blocked less than image disadvantage, it is long to solve conventional satellite remote sensing revisiting period, emergency not in time the problem of, nobodyMachine is equipped with high-definition digital video camera and camera and GPS positioning system, can carry out positioning autonomous cruise, real-time transmission shootingImage, monitoring personnel can synchronize on computers and watch and manipulate.
Intelligent internet of things safety defense monitoring system 180, it includes sensor that intelligent security guard Internet of Things, which is based on wireless sensor network,Node, gateway, router node, security protection executing agency, the sensor node is for being responsible for acquisition Internet of Things information, transmission respectivelyClass security sensor data generate alarm signal after handling data and user are notified to handle emergency in time, control simultaneouslyExecuting agency's movement, the router node are used to manage network and are also used to node as sensor, distribute for its child nodeNetwork address helps other node-routing data to send to destination node simultaneously, significantly expands network range, the peaceAnti- executing agency is used for the bottom of intelligent security guard Internet of Things, is controlled by sensor node, is mainly responsible for execution and solves all kinds of peacesAnti- problem, the transmission network are transmitted for the transmission of broadband network and security protection platform of internet of things, the Internet of Things of telecommunications gateway, are usedIn the transmission and calculating of realizing data.
Risk factors collection module 210 analyzes its environmental aspect and to the pre- police for finding out the uncertain factor of precognitionThe sensitivity of case assesses related data, calculates the effect under various risk situations, make correct judgement.
Risk factors collection module 220, potential risk and its behavioural characteristic, identify the main source of risk for identification,Forecasting risk may caused consequence.
Risk factors reasoning module 230, the main wind faced for finding out safe theme from complicated environmentDanger.
Risk factors evaluation module 240, for before after risk case occurs to the security incident that may occur to peopleLife, life, property various aspects a possibility that impacting and losing carry out the process of quantitative evaluation, a certain thing of testing and assessingPart or things bring influence or the possibility degree of loss.
Risk factors cope with module 250, for evading the following security incident that may occur, remain existing for receiving riskSome risk levels are to see quiet change, and for reducing risk, risk is reduced to acceptable level using policy or measure.
Risk management evaluation module 260, for risk management technology applicability and validity carry out analysis inspection,Amendment and assessment.
Risk facior data acquisition system risk source is deployed to ensure effective monitoring and control of illegal activities schematic diagram, including 1, internet+distribution early warning police kiosk;2, peopleFace identifying system camera probe;3, dynamic recognition system camera probe;4, speech recognition system monitor;5, living things feature recognitionSystem camera probe;6, early warning unmanned plane cruise system;7, infrared night vision detection system camera probe;8, infrared voice detection systemSystem probe;9, Intelligent internet of things safety defense monitoring system sensor;10, video server;11, Pyatyi artificial intelligence early warning system is supervisedControl care workers;12, network intelligence video wall;13, hybrid matrix, video server, total management system;14, it communicatesData transmission system;15, Pyatyi artificial intelligence early warning system monitoring center.
Image feature information and voice messaging module instance schematic diagram are acquired, described image characteristic information and original image are specialReference breath, which compares and analyzes, judges whether image feature information matches with the information in iconic model library, if being judged as " Yes "Early warning information is then generated, early warning value appraisal procedure i.e. risk factors is transmitted signals to again after generation early warning information and commentsEstimate module 240, early warning value appraisal procedure generates warning level warning message i.e. risk factors reply mould if being judged as " Yes "Block 250, warning level warning message regeneration pre-warning signal feed back to upper level early warning system i.e. risk management evaluation module 260And the prompt information is sent to artificial intelligence early warning operating system 600, early warning value appraisal procedure is pre- if being judged as " No "Alert value No assessment result is sent to image information data library i.e. cloud database 500, compares point with primitive image features informationAnalysis signal if being judged as " No " transmits Summer Solstice or the Winter Solstice activity sign inference procedure i.e. risk factors reasoning module 230, and risk factors push awayManage module for daily, weekly, monthly, quarterly with the movable sign inference procedure in every year, day activity sign inference procedureEarly warning information is generated if being judged as " Yes ", transmits signals to early warning value assessment journey again after generating early warning informationSequence, that is, risk factors evaluation module 240, early warning value appraisal procedure generate warning level warning message i.e. wind if being judged as " Yes "Dangerous factor copes with module 250, and warning level warning message regeneration pre-warning signal feeds back to upper level early warning system i.e. risk pipeThe prompt information is simultaneously sent to artificial intelligence early warning operating system 600 by reason evaluation module 260, if early warning value appraisal procedureIt is judged as that " No " then early warning value No assessment result is sent to image information data library i.e. cloud database 500, day activity sign reasoningProgram signal if being judged as " No " is sent to all movable sign inference procedures i.e. risk factors reasoning module 230, with this stepTo the image feature information of acquisition carry out daily, weekly, monthly, quarterly with the movable sign circular reasoning in every year, be used forThe voice messaging compared and analyzed with original speech information judge voice messaging whether the information phase with speech model libraryMatch, early warning information is generated if being judged as " Yes ", transmits signals to early warning value assessment again after generating early warning informationProgram, that is, risk factors evaluation module 240, early warning value appraisal procedure generate warning level warning message if being judged as " Yes "I.e. risk factors cope with module 250, and warning level warning message regeneration pre-warning signal feeds back to upper level early warning system i.e. windThe prompt information is simultaneously sent to artificial intelligence early warning operating system 600, early warning value appraisal procedure by dangerous administrative evaluation module 260Early warning value No assessment result is sent to voice messaging database i.e. cloud database 500 if being judged as " No ", believes with raw toneBreath compares and analyzes the signal if being judged as " No " and is sent to keyword identification inference procedure i.e. risk factors reasoning module230, for the inference procedure of keyword identification, continuous speech recognition, syntax analyzer and semantic information analysis, keyword identificationInference procedure generates early warning information if being judged as " Yes ", transmits signals to early warning again after generating early warning informationIt is worth appraisal procedure, that is, risk factors evaluation module 240, early warning value appraisal procedure generates warning level alarm if being judged as " Yes "Information, that is, risk factors cope with module 250, and warning level warning message regeneration pre-warning signal feeds back to upper level early warning systemRisk management evaluation module 260 and the prompt information is sent to artificial intelligence early warning operating system 600, early warning value assessmentProgram early warning value No assessment result if being judged as " No " is sent to voice messaging database i.e. cloud database 500, and keyword is knownOther inference procedure signal if being judged as " No " is sent to continuous speech recognition inference procedure i.e. risk factors reasoning module 230,Keyword identification, continuous speech recognition, syntax analyzer and semantic information is carried out with voice messaging of this step to acquisition to analyzeThe circular reasoning of inference procedure.
Class cranial nerve network system 610, for the available text of deep learning magnanimity big data, image, audio, video,The understanding of gene data and complex network data completes self-programming by self study, and cognition neural network model is used for nerve netNetwork is converted into inherence to vision, feeling, consciousness, memory, thinking, imagination, reasoning and language message, by information processingIt is movable at heart, the process of domination behavior output is carried out, perception understands decision neural network model for class brain intelligent behavior to ringBorder perception, data understand and the utilization of inductive decision ability, itself can adapt to environment, Rule Summary, complete operation, identificationOr process control.
The man-machine object of multidimensional cooperates with inter-operation system 620, is used for cloud computing 300, cloud storage 400,500 environment of cloud databaseUnder, the media server through UPnP/DLNA certification is connected by bandwidth or WIFI network, is carried out between different terminal devicesData transmission, parsing, displaying, UI switching, instruction execution, control are synchronous with interoperability, in cloud computing 300, cloud storage400, intelligent movable equipment and smart television access same local area network in 500 environment of cloud database, and setting IP address is same netSection independently finds other equipment by interconnecting mutual discovery module between intelligent movable equipment and smart television, and is attached, and usesIn message controlling mechanism, to the update and switching of man-machine object ternary interactive process median surface, the forwarding of message and display, instructionParsing and execution control are synchronous with interoperability, and the intelligence for completing multimedia resource is shared.
The early warning of public safety intelligent monitoring and prevention and control system 630, for passing through superpower high bandwidth, high concurrent information processingThe cloud computing Information Collecting & Processing cloud platform of performance realizes the security information of seamless, round-the-clock, more means and adopting for informationCollection, acquisition target are that the aerospace based on platform of internet of things acquires data, satellite remote sensing date, electromagnetism acquisition data, videoMonitoring collection data, night infrared detection acquisition data, are handled for the massive information fusion by very-high performance with cloud computingPlatform realizes that the real-time cleaning of magnanimity security information is integrated with processing, for passing through super large, ultra-high capacity information storage and managementCloud computing platform realizes magnanimity security information, the integration of GIS data high value information data, high efficiency and ordering informationAccess is managed and is shared, and is studied and judged cloud computing platform for information, data analysis and the prediction by very-high performance, is realized intelligentThe security information of change visualizes, managerial decision assistant analysis and one line of managerial decision execute practicable intelligent assistant decisionPlatform.
Autonomous unmanned servo-system 640 is unmanned plane background control center, unmanned plane be used for camera head monitor blind area intoRow image collection, patrols in real time to abnormal environment at data transmission, tracking and monitoring is carried out to abnormal behaviour, to a suspectCarry out Identity escrow, point tracking, behaviortrace, control station, which is unmanned plane, manipulates center in ground, airborne or carrier-borne flight,Realize that human-computer interaction, data transmission synchronize and watch and manipulate, six rotor wing unmanned aerial vehicle major functions are divided into hovering, positioning functionCan, default airline operation, remote control distributor, it independently switch flight, remote data transmission and state of flight monitoring, visual identity and nothingMan-machine servo function, earth station's flight, system failure warning function.
Incorporate information network platform system 650 is used for using Beidou commercial system, that is, Beidou satellite navigation systemThe public business such as anti-terrorism, stability maintenance, guard, security, Incorporate information network platform system include public security vehicle command scheduling,The applications such as people's police's on-site law-enforcing, the transmission of emergency event information, public security time service service, vehicular autonomous navigation, vehicle tracking monitoring, vehicleIntelligent information system, car networking application, wherein emergency event information transmission have used the distinctive short message function of Beidou, have utilizedBeidou/GNSS high-precision receiver broadcasts means using satellite, mobile communication, digital broadcasting etc. by terrestrial reference station net,1-2 meters of offer, decimeter grade and Centimeter Level real-time high-precision navigator fix service in coverage.
Photovoltaic generating system 801 powers off suddenly for public electric wire net and is that internet+distribution early warning police kiosk 800 providesPre- stand-by power source.
Battery group 802, for storing the electric energy issued when solar cell array is illuminated by the light and can be supplied at any time to loadElectricity.
UPS uninterruptible power supply 803, for artificial intelligence early warning system host, computer network system and intelligent thingsStable, continual power supply is provided with risk facior data acquisition system and subsystem, when alternating current input is normal, UPSLoad will be supplied to use after alternating current pressure stabilizing, UPS at this time is exactly an AC system electricity voltage-stablizer, while it is also to self-contained batteryCharging, when commercial power interruption (forced outage), the direct current energy of battery is converted into 220V alternating current by inverter immediately by UPSContinue to power to load, load is made to maintain normal work protection load software, hardware not damaged.
Distribution system 804, for providing power supply for internet+distribution early warning police kiosk 800.
Public electric wire net 805, for for internet+800 voltage of transformation of distribution early warning police kiosk and directly to terminal user pointElectric power network system with electric energy.
ECP Extended Capabilities Port 806 connects the interface of various external equipments for mainboard, can be beating by these expansion interfacesPrint machine, external smooth floppy drive, scanner, flash disk, mouse, mobile phone, digital camera, mobile hard disk, USB network card, camera, keyNearly all external equipment such as disk, mouse, ADSL Modem, Cable Modem.
Network adapter 807, for connecting computer and transmission medium in a local network, moreover it is possible to realize in local network transportPhysical connection between medium and electric signal matching further relate to the sending and receiving of frame, the encapsulation of frame and opening, medium access controlThe coding and the caching of decoding and data of system, data.
Fiber optical transceiver 808 is used in network communicating system, conversion and HD video figure between optical signal and electric signalThe transmission of picture.
Optical fiber 809 is used for communication transfer.
Communication module 810 is used for GPRS and short message dual-channel transmission data, supports multicenter data communication.
Air-conditioning system 811, for handling the temperature of room air, humidity, clean for internet+distribution early warning police kiosk 800Cleanliness and air velocity, to meet the normal operation of the early warning system in police kiosk.
Intelligent access control system 812, for permission to be arranged for internet+800 exit and entrance of distribution early warning police kiosk.
Video monitoring system 813, for being prevented artificially to monitor unattended internet+distribution early warning police kiosk 800It destroys, safety guarantee is provided.
Smog sensor-based system 814, it is short for preventing the generation of the indoor monitoring host computer in internet+distribution early warning police kiosk 800Road or route spontaneous combustion cause fiery residence.
Infrared induction system 815 prevents extreme for preventing internet+distribution early warning police kiosk 800 by artificial destructionMolecule carries out beat, smash and loot, burning and the safe precaution measure provided to police kiosk.
Early warning factor controlling module 816, for controlling alarm bell, acousto-optic report inside internet+distribution early warning police kiosk 800Alert device, air-conditioning system, intelligent access control system, video monitoring system, smog sensor-based system, infrared induction system, output relayThere is provided two normally opened two normally closed conversions electric shocks, contact capacity AC250V/3A, DC24V/5A, module receive passive normally opened feedback signal.
Early warning factor module 817 is inputted, for making to control host output signal, or one on-off model of offerControlled device running, while can receive the feedback signal of equipment, with to host report.
Intelligent early-warning control centre 818, for monitor the safe condition outside internet+distribution early warning police kiosk Room 800 andThe front-end control facilities of indoors artificial intelligent early-warning system.
Warning module 819 is exported, normally monitors cutting between early warning and alarming signal for bus security pre-warning systemIt changes, output warning module embeds microprocessor, and microprocessor is realized to be examined with early warning and alarming controller communication, power bus power downSurvey, the fault detection of input and output route, output control, the judgement of input signal logic state, status indicator lamp control, module receiveTo after the start command of early warning and alarming controller, attracting electric relay, scene is switched to early warning and alarming state from normal monitoring state,And indicator light is lighted, while recall signal information is passed into early warning and alarming controller, show to switch successfully.