CN109544870A - Alarm decision method and intelligent monitor system for intelligent monitor system - Google Patents
Alarm decision method and intelligent monitor system for intelligent monitor system Download PDFInfo
- Publication number
- CN109544870A CN109544870A CN201811565587.5A CN201811565587A CN109544870A CN 109544870 A CN109544870 A CN 109544870A CN 201811565587 A CN201811565587 A CN 201811565587A CN 109544870 A CN109544870 A CN 109544870A
- Authority
- CN
- China
- Prior art keywords
- alarm
- classification
- frame
- monitor system
- preset
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/18—Status alarms
- G08B21/182—Level alarms, e.g. alarms responsive to variables exceeding a threshold
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- Business, Economics & Management (AREA)
- Emergency Management (AREA)
- Signal Processing (AREA)
- Alarm Systems (AREA)
- Closed-Circuit Television Systems (AREA)
Abstract
The disclosure provides a kind of alarm decision method and apparatus for intelligent monitor system.Alarm decision method for intelligent monitor system includes: to obtain the live video stream from multiple monitor terminal equipment；Each live video stream is identified using default identification model and exports the alarm frame for meeting preset alarm rule；According to from the alarm frame identification alarm scene for being greater than preset quantity live video stream；Warning message and corresponding alarm frame are exported by the alarm classification.The alarm decision method for intelligent monitor system that the disclosure provides can reduce alarm decision cost while improving alarm decision precision.
Description
Technical field
This disclosure relates to technical field of computer vision, in particular to a kind of alarm for intelligent monitor system
Judgment method and intelligent monitor system.
Background technique
With the development of computer technology, it can be realized while being monitored to purpose place and alarm become view
The research emphasis of frequency monitoring field.
In the related art, video acquisition and image recognition work are completed usually using intelligent video camera head, in image
Warning message is sent by intelligent video camera head when preset alarm scene occurs in identification.However this mode sets monitor terminal
The technical requirements of standby i.e. camera are very high, and purchase cost burden is very heavy for the user for using the equipment.In addition, this camera shooting
The maintenance cost of head is larger, erroneous judgement probability is larger, is not suitable for requiring low cost, high-precision application scenarios.
It should be noted that information is only used for reinforcing the reason to the background of the disclosure disclosed in above-mentioned background technology part
Solution, therefore may include the information not constituted to the prior art known to persons of ordinary skill in the art.
Summary of the invention
A kind of alarm decision method for intelligent monitor system of being designed to provide of the disclosure is sentenced with using the alarm
The intelligent monitor system of disconnected method, caused by overcoming the limitation and defect due to the relevant technologies at least to a certain extent
The problem that monitoring alarm is at high cost, precision is low.
According to the first aspect of the embodiments of the present disclosure, a kind of alarm decision method for intelligent monitor system is provided, is wrapped
It includes:
Obtain the live video stream from multiple monitor terminal equipment；
Multiple live video streams are identified simultaneously using multiple default identification models and export the default report of satisfaction
Police regulations alarm frame then and the corresponding alarm classification of the alarm frame；
Judge whether to need to alarm according to the alarm classification and the corresponding monitor terminal equipment of the alarm frame；
When judgement needs to alarm, warning message is exported by alarm classification.
In a kind of exemplary embodiment of the disclosure, the equipment for alarming the corresponding alarm monitoring terminal device of frame is known
It does not accord with, it is described to be judged whether to need packet of alarming according to the alarm classification and the corresponding monitor terminal equipment of the alarm frame
It includes:
The alarm monitoring terminal device for exporting alarm frame and its corresponding alarm are determined according to multiple device identifiers
Classification；
When the quantity of the corresponding alarm monitoring terminal device of classification of alarming at one is greater than 1, closed according to logic of propositions
It is that the alarm frame that multiple alarm monitoring terminal devices corresponding to the alarm classification export judges, to determine whether to need
It alarms.
In a kind of exemplary embodiment of the disclosure, the logic of propositions relationship be and when, the basis is default to patrol
The alarm frame of the relationship of collecting multiple alarm monitoring terminal devices outputs corresponding to the alarm classification carries out judgement and includes:
It is corresponding that the alarm classification is exported when the corresponding alarm monitoring terminal device of the alarm classification is more than the first preset value
Warning message.
In a kind of exemplary embodiment of the disclosure, the logic of propositions relationship be or when, the basis is default to patrol
The alarm frame of the relationship of collecting multiple alarm monitoring terminal devices outputs corresponding to the alarm classification carries out judgement and includes:
It is in default identifier in the device identifier of the corresponding multiple alarm monitoring terminal devices of the alarm classification
One or more when export the corresponding warning message of alarm classification.
In a kind of exemplary embodiment of the disclosure, when the logic of propositions relationship is weighting, the basis is default
The alarm frame of logical relation multiple alarm monitoring terminal device outputs corresponding to the alarm classification carries out judgement and includes:
It alarms weighted value in the corresponding weight computing of the corresponding multiple alarm monitoring terminal devices of the alarm classification,
The alarm classification corresponding warning message when alarm weighted value is greater than the second preset value.
In a kind of exemplary embodiment of the disclosure, further includes:
Obtain the preset alarm rule, multiple training pictures corresponding to the preset alarm rule and default detection
Region parameter, the preset alarm rule include that someone enters, exists more than the 4th preset value object；
The default identification model is established using preset mode recognizer and according to preset alarm rule, described more
Identification model is preset described in Zhang Xunlian picture, the predetermined detection area parameter training.
It is described to use multiple default identification models to multiple real-time views in a kind of exemplary embodiment of the disclosure
Frequency flows while carrying out identification
It is identified according to predetermined detection area of the default identification model to each frame in the live video stream；
Mark the frame for alarm frame and according to described pre- when the predetermined detection area meets the preset alarm rule
If alarm rule label alarm classification.
It is described to use multiple default identification models to multiple real-time views in a kind of exemplary embodiment of the disclosure
Frequency flows while carrying out identification
When not including the alarm frame more than the third preset value live video stream, stop this acquisition of identification
The live video stream.
In a kind of exemplary embodiment of the disclosure, further includes:
Preset mode setting signal is responded to stop obtaining the live video stream, the identification live video stream or output institute
State warning message.
According to the second aspect of the disclosure, a kind of alarm decision device for intelligent monitor system is provided, comprising:
Data acquisition module is set as obtaining the live video stream from multiple monitor terminal equipment；
Pattern recognition module is set as using multiple default identification models to multiple live video streams while knowing
Not and export the alarm frame and the corresponding alarm classification of the alarm frame for meeting preset alarm rule；
Comprehensive judgment module is set as being sentenced according to the alarm classification and the corresponding monitor terminal equipment of the alarm frame
It is disconnected whether to need to alarm；
Message output module is set as when judgement needs to alarm, and exports warning message by alarm classification.
According to the third aspect of the disclosure, a kind of intelligent monitor system is provided, comprising:
Multiple monitor terminal equipment, for shooting and exporting live video stream；
Background process equipment carries out signal transmission with the multiple monitor terminal equipment, including memory and is coupled to
The processor of affiliated memory, the processor is configured to the instruction based on storage in the memory, executes as above-mentioned
The alarm decision method of intelligent monitor system is used for described in any one.
According to the fourth aspect of the disclosure, a kind of electronic equipment is provided, comprising: memory；And it is coupled to the storage
The processor of device, the processor is configured to the instruction based on storage in the memory, executes such as above-mentioned any one
The method.
According to the 5th of the disclosure the aspect, a kind of computer readable storage medium is provided, program is stored thereon with, the program
The alarm decision method for intelligent monitor system as described in above-mentioned any one is realized when being executed by processor.
The alarm decision method that the embodiment of the present disclosure provides passes through obtains the real-time of multiple monitor terminal equipment outputs in real time
Video flowing, and live video stream is identified by default identification model with judge to alarm classification and frame of alarming, according to alarm
The logic of propositions relationship of the corresponding monitor terminal equipment of frame judges whether output warning message, can effectively improve alarm decision
Accuracy, while the requirement to monitor terminal equipment is reduced, reduce user cost.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not
The disclosure can be limited.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure
Example, and together with specification for explaining the principles of this disclosure.It should be evident that the accompanying drawings in the following description is only the disclosure
Some embodiments for those of ordinary skill in the art without creative efforts, can also basis
These attached drawings obtain other attached drawings.
Fig. 1 schematically shows the process in disclosure exemplary embodiment for the alarm decision method of intelligent monitor system
Figure.
Fig. 2 schematically shows a kind of schematic diagram of intelligent monitor system in disclosure exemplary embodiment.
Fig. 3 schematically shows the subflow in disclosure exemplary embodiment for the alarm decision method of intelligent monitor system
Cheng Tu.
Fig. 4 schematically shows the subflow in disclosure exemplary embodiment for the alarm decision method of intelligent monitor system
Cheng Tu.
Fig. 5 schematically shows a kind of alarm decision dress for intelligent monitor system in one exemplary embodiment of the disclosure
The block diagram set.
Fig. 6 schematically shows the block diagram of a kind of electronic equipment in one exemplary embodiment of the disclosure.
Fig. 7 schematically shows a kind of schematic diagram of computer readable storage medium in one exemplary embodiment of the disclosure.
Specific embodiment
Example embodiment is described more fully with reference to the drawings.However, example embodiment can be with a variety of shapes
Formula is implemented, and is not understood as limited to example set forth herein；On the contrary, thesing embodiments are provided so that the disclosure will more
Fully and completely, and by the design of example embodiment comprehensively it is communicated to those skilled in the art.Described feature, knot
Structure or characteristic can be incorporated in any suitable manner in one or more embodiments.In the following description, it provides perhaps
More details fully understand embodiment of the present disclosure to provide.It will be appreciated, however, by one skilled in the art that can
It is omitted with technical solution of the disclosure one or more in the specific detail, or others side can be used
Method, constituent element, device, step etc..In other cases, be not shown in detail or describe known solution to avoid a presumptuous guest usurps the role of the host and
So that all aspects of this disclosure thicken.
In addition, attached drawing is only the schematic illustrations of the disclosure, identical appended drawing reference indicates same or similar portion in figure
Point, thus repetition thereof will be omitted.Some block diagrams shown in the drawings are functional entitys, not necessarily necessary and object
The entity managed or be logically independent is corresponding.These functional entitys can be realized using software form, or in one or more
These functional entitys are realized in hardware module or integrated circuit, or in heterogeneous networks and/or processor device and/or microcontroller
These functional entitys are realized in device.
Disclosure example embodiment is described in detail with reference to the accompanying drawing.
Fig. 1 schematically shows the process in disclosure exemplary embodiment for the alarm decision method of intelligent monitor system
Figure.With reference to Fig. 1, the alarm decision method 100 for intelligent monitor system may include:
Step S102 obtains the live video stream from multiple monitor terminal equipment；
Step S104 identifies each live video stream using default identification model and exports the default report of satisfaction
The alarm frame of police regulations then；
Step S106, according to from the alarm frame identification alarm scene for being greater than preset quantity live video stream；
Step S108 exports warning message and corresponding alarm frame by the alarm classification.
The alarm decision method that the embodiment of the present disclosure provides passes through obtains the real-time of multiple monitor terminal equipment outputs in real time
Video flowing, and live video stream is identified by default identification model with judge to alarm classification and frame of alarming, according to alarm
The logic of propositions relationship of the corresponding monitor terminal equipment of frame judges whether output warning message, can effectively improve alarm decision
Accuracy, while the requirement to monitor terminal equipment is reduced, reduce user cost.
In the following, each step of the alarm decision method 100 for intelligent monitor system is described in detail.
In step S102, the live video stream from multiple monitor terminal equipment is obtained.
A kind of schematic diagram for intelligent monitor system that Fig. 2 disclosure provides.
With reference to Fig. 2, intelligent monitor system 200 may include:
Multiple monitor terminal equipment 21, for shooting and exporting live video stream；
Background process equipment 22 carries out signal transmission, including memory and coupling with the multiple monitor terminal equipment 21
The processor of affiliated memory is closed, the processor is configured to the instruction based on storage in the memory, executes sheet
The alarm decision method for intelligent monitor system that open embodiment provides.
The mode that background process equipment 22 obtains the live video stream of multiple monitor terminal equipment 21 can be for example timing
It obtains, i.e., obtains the real-time video that all multiple monitor terminal equipment 21 are shot between obtaining twice simultaneously in synchronization
Stream；Or the lasting live video stream for receiving all multiple outputs of monitor terminal equipment 21.In addition, background process equipment 22
Signal transmission form between monitor terminal equipment 21 includes wire transmission and wireless transmission, and the disclosure is not limited.
In step S104, each live video stream is identified using default identification model and exports satisfaction and is preset
The alarm frame of alarm rule.
Before using default identification model, it can establish first and train default identification model.
In some embodiments of the disclosure, establishes and the default identification model of training may include obtaining the preset alarm rule
Then, corresponding to multiple training pictures and predetermined detection area parameter of the preset alarm rule, the preset alarm rule
Enter including someone, exist more than the 4th preset value object；The default identification mould is established using preset mode recognizer
Type simultaneously presets knowledge according to the preset alarm rule, multiple described training pictures, the predetermined detection area parameter training
Other model.
Wherein, preset mode recognizer for example may include K-Nearest Neighbor, bayes method,
Principle Component Analysis (PCA) method etc., the disclosure is not limited.
When the embodiment of the present disclosure is applied at fields such as such as channel monitorings, for example, during X-ray detection monitoring,
Preset alarm rule may include that someone swarms into, exists in picture more than default object of the 4th preset value etc..Meanwhile Ke Yiti
Plurality of pictures for corresponding to different alarm rules keeps the model accurate to be trained to the default identification model of foundation
Identification different objects simultaneously judge whether the picture meets preset alarm rule.It can be established by preset mode recognizer default
Identification model, and feature extraction, recognition training are carried out according to preset alarm rule.
In addition, in some embodiments, can also receive the predetermined detection area parameter of user setting, which is, for example,
Sub-fraction region in picture, to improve recognition efficiency when identifying to picture or video frame.Wherein, for installation position
Different monitor terminal equipment is set, different predetermined detection area parameters can be set.
Fig. 3 is a sub-process figure of step S104.
With reference to Fig. 3, step S104 for example may include:
Step S1041, according to the default identification model to the default detection zone of each frame in the live video stream
Domain is identified；
Step S1042 marks the frame when the predetermined detection area meets the preset alarm rule to alarm frame simultaneously
According to preset alarm regular marks alarm classification.
After the completion of model training, the model can be used, each frame of live video stream is identified.It wherein, is raising
A default identification mould corresponding with its detection zone can be separately configured for each monitor terminal equipment in image processing efficiency
Type, to be identified simultaneously to the live video stream of all monitor terminal equipment output.
Default identification model, can be in label alarm frame, alarm when recognizing the video frame for meeting preset alarm rule
The external labeling alert locations or target of classification, for example, when in predetermined detection area there are position for marking the people when people etc.,
Then the information such as the device identifier, alarm classification, alert locations of the alarm frame and its corresponding monitor terminal equipment are exported.
In step S106, according to from the alarm frame identification alarm scene for being greater than preset quantity live video stream.
For field of video monitoring, the monitored results of single monitor terminal equipment are influenced by light, accident etc., are had
A possibility that in the presence of erroneous judgement, such as the picture of the shooting of a camera caused by shadow are judged as including two object (shadows
Son), the picture of another camera shooting be judged as only including an object, therefore integrate in the embodiments of the present disclosure multiple
The output result of monitor terminal equipment comes whether comprehensive descision needs to alarm.
Fig. 4 is a sub-process figure of step S106.
With reference to Fig. 4, in one embodiment, step S106 may include:
Step S1061, according to multiple device identifiers determine output alarm frames alarm monitoring terminal device and its
Corresponding alarm classification；
When the quantity of step S1062, the corresponding alarm monitoring terminal device of classification of alarming at one are greater than 1, according to
The alarm frame of logic of propositions relationship multiple alarm monitoring terminal devices outputs corresponding to the alarm classification judges, with
It determines the need for alarming.
Wherein, above-mentioned logic of propositions relationship can be preset or be arranged according to demand by user, for example, may include with,
Or the relationships such as weighting.
The logic of propositions relationship be and when, can be more than the in the corresponding alarm monitoring terminal device of the alarm classification
The alarm classification corresponding warning message is exported when one preset value, i.e., when the alarm monitoring terminal of the first preset value or more is set
When the alarm frame of the standby same alarm type of output, it can be determined that there are the alarms of the alarm type.For example, working as three cameras
When there is " personnel swarm into " alarm in live video stream, the corresponding warning message of " personnel swarm into " classification can be directly exported.
The logic of propositions relationship be or when, in the corresponding multiple alarm monitoring terminal devices of the alarm classification
Device identifier exports the corresponding warning message of alarm classification when being one or more in default identifier.For example, when default
When logical relation is " 1,2, No. 3 camera any one take personnel swarm into alarm ", if output " personnel swarm into " report
The camera of alert frame is No. 2 cameras, then can export the corresponding warning message of " personnel swarm into " classification.
When the logic of propositions relationship is weighting, in the corresponding multiple alarm monitoring terminal devices of the alarm classification
Corresponding weight computing alarm weighted value, the corresponding alarm of alarm classification when the alarm weighted value is greater than the second preset value
Information.For example, when the weight that No. 1 camera is arranged according to importance, clarity, error rate of camera site etc. is 0.2, No. 2
The weight of camera be the weight that the weight of 0.4, No. 3 camera is 0.1, No. 4 camera be 0.3 and second preset value be 0.4
When, if " personnel swarm into " classification can be exported if the camera of output " personnel swarm into " alarm frame includes No. 2 cameras
Corresponding warning message；It, can also be with if the camera of output " personnel swarm into " alarm frame includes No. 1 camera, No. 4 cameras
Export the corresponding warning message of " personnel swarm into " classification；If the camera of output " personnel swarm into " alarm frame is only No. 3 camera shootings
Head does not export warning message then.
In addition to above-mentioned logic of propositions relationship, those skilled in the art can also according to the attribute of each monitor terminal equipment,
For the self-settinies such as actual demand to the comprehensive descision logic of the output result of each monitor terminal equipment, it is special that the disclosure does not make this
It limits.
In addition, in above process, when timing acquisition live video stream and judgement is more than third preset value real-time video
When stream does not include the alarm frame, it can stop identifying the live video stream of this acquisition and continue to obtain next group reality
When video flowing.
In step S108, warning message and corresponding alarm frame are exported by the alarm classification.
It in some embodiments, is that S104~step S106 judgement there may be multiple alarm classifications by step.
Such as it is possible to exist simultaneously " personnel swarm into " and " existing simultaneously multiple default objects " two kinds of warning messages.At this point it is possible to root
Warning message and corresponding alarm frame are exported respectively according to alarm classification.The mode of output warning message can both pass through means of communication
Sending information to default terminal may be to send driving signal to sound/optical electrical warning device, and the disclosure is not limited.
In some embodiments, to cope with debugging scenarios that may be present etc., response preset mode setting can also be set
Signal stops obtaining the live video stream, the identification live video stream or the output warning message.
It is the implementation procedure of alarm decision method in one embodiment below:
1, real image is obtained from live video stream first, and transcoding is RPG image data.
2, it presets identification model according to the alarm rule of client software setting, detection zone training and is preset using this and know
Other model carries out identification to each live video stream and frame applies for alert target.
3, judge whether to alarm according to the logic of propositions relationship between each monitor terminal equipment of client software setting.
4, local to save warning message, and externally (way of output includes: ROS message, TCP message, DO to output warning message
Output).Wherein, warning message for example may include: time of fire alarming, alarm camera title, alarm trigger condition etc..
The intelligent monitor system and its alarm decision method that the embodiment of the present disclosure provides are realized real using image capture device
When take figure, and the personnel in image, vehicle can be identified by algorithm for pattern recognition and comprehensive descision, be anticipated in personnel
To system alert when swarming into zone of protection outside, vehicle identification, the radiation protection of vehicle field of safety check can be applied to
Personal identification in field substitutes the IR intrusion detector even fence in these systems.
Corresponding to above method embodiment, the disclosure also provides a kind of alarm decision device for intelligent monitor system,
It can be used for executing above method embodiment.
Fig. 5 schematically shows a kind of alarm decision dress for intelligent monitor system in one exemplary embodiment of the disclosure
The block diagram set.
With reference to Fig. 5, the alarm decision device 500 for intelligent monitor system may include:
Data acquisition module 502 is set as obtaining the live video stream from multiple monitor terminal equipment；
Pattern recognition module 504, be set as using multiple default identification models to multiple live video streams simultaneously into
Row identifies and exports the alarm frame for meeting preset alarm rule and the corresponding alarm classification of the alarm frame；
Comprehensive judgment module 506 is set as being set according to the alarm classification and the corresponding monitor terminal of the alarm frame
It is standby to judge whether to need to alarm；
Message output module 508 is set as when judgement needs to alarm, and exports warning message by alarm classification.
Since each function of device 500 has been described in detail in its corresponding embodiment of the method, the disclosure in this not
It repeats again.
It should be noted that although being referred to several modules or list for acting the equipment executed in the above detailed description
Member, but this division is not enforceable.In fact, according to embodiment of the present disclosure, it is above-described two or more
Module or the feature and function of unit can embody in a module or unit.Conversely, an above-described mould
The feature and function of block or unit can be to be embodied by multiple modules or unit with further division.
In an exemplary embodiment of the disclosure, a kind of electronic equipment that can be realized the above method is additionally provided.
Person of ordinary skill in the field it is understood that various aspects of the invention can be implemented as system, method or
Program product.Therefore, various aspects of the invention can be embodied in the following forms, it may be assumed that complete hardware embodiment, complete
The embodiment combined in terms of full Software Implementation (including firmware, microcode etc.) or hardware and software, can unite here
Referred to as circuit, " module " or " system ".
The electronic equipment 600 of this embodiment according to the present invention is described referring to Fig. 6.The electronics that Fig. 6 is shown
Equipment 600 is only an example, should not function to the embodiment of the present invention and use scope bring any restrictions.
As shown in fig. 6, electronic equipment 600 is showed in the form of universal computing device.The component of electronic equipment 600 can wrap
It includes but is not limited to: at least one above-mentioned processing unit 610, at least one above-mentioned storage unit 620, the different system components of connection
The bus 630 of (including storage unit 620 and processing unit 610).
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 610
Row, so that various according to the present invention described in the execution of the processing unit 610 above-mentioned " illustrative methods " part of this specification
The step of illustrative embodiments.For example, the processing unit 610 can execute step S102 as shown in fig. 1: obtaining and
From the live video stream of multiple monitor terminal equipment；Step S104: using default identification model to each live video stream
It is identified and exports the alarm frame for meeting preset alarm rule；Step S106: according to preset quantity is real-time to be regarded from being greater than
The alarm frame identification alarm scene of frequency stream；Step S108: by alarm classification output warning message and corresponding alarm frame.
Storage unit 620 may include the readable medium of volatile memory cell form, such as Random Access Storage Unit
(RAM) 6201 and/or cache memory unit 6202, it can further include read-only memory unit (ROM) 6203.
Storage unit 620 can also include program/utility with one group of (at least one) program module 6205
6204, such program module 6205 includes but is not limited to: operating system, one or more application program, other program moulds
It may include the realization of network environment in block and program data, each of these examples or certain combination.
Bus 630 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage
Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures
Local bus.
Electronic equipment 600 can also be with one or more external equipments 700 (such as keyboard, sensing equipment, bluetooth equipment
Deng) communication, can also be enabled a user to one or more equipment interact with the electronic equipment 600 communicate, and/or with make
Any equipment (such as the router, modulation /demodulation that the electronic equipment 600 can be communicated with one or more of the other calculating equipment
Device etc.) communication.This communication can be carried out by input/output (I/O) interface 650.Also, electronic equipment 600 can be with
By network adapter 660 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network,
Such as internet) communication.As shown, network adapter 660 is communicated by bus 630 with other modules of electronic equipment 600.
It should be understood that although not shown in the drawings, other hardware and/or software module can not used in conjunction with electronic equipment 600, including but not
Be limited to: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and
Data backup storage system etc..
Through the above description of the embodiments, those skilled in the art is it can be readily appreciated that example described herein is implemented
Mode can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to the disclosure
The technical solution of embodiment can be embodied in the form of software products, which can store non-volatile at one
Property storage medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) in or network on, including some instructions are so that a calculating
Equipment (can be personal computer, server, terminal installation or network equipment etc.) is executed according to disclosure embodiment
Method.
In an exemplary embodiment of the disclosure, a kind of computer readable storage medium is additionally provided, energy is stored thereon with
Enough realize the program product of this specification above method.In some possible embodiments, various aspects of the invention may be used also
In the form of being embodied as a kind of program product comprising program code, when described program product is run on the terminal device, institute
Program code is stated for executing the terminal device described in above-mentioned " illustrative methods " part of this specification according to this hair
The step of bright various illustrative embodiments.
Refering to what is shown in Fig. 7, describing the program product for realizing the above method of embodiment according to the present invention
800, can using portable compact disc read only memory (CD-ROM) and including program code, and can in terminal device,
Such as it is run on PC.However, program product of the invention is without being limited thereto, in this document, readable storage medium storing program for executing can be with
To be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or
It is in connection.
Described program product can be using any combination of one or more readable mediums.Readable medium can be readable letter
Number medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, infrared ray or
System, device or the device of semiconductor, or any above combination.The more specific example of readable storage medium storing program for executing is (non exhaustive
List) include: electrical connection with one or more conducting wires, portable disc, hard disk, random access memory (RAM), read-only
Memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read only memory
(CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
In carry readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetic signal,
Optical signal or above-mentioned any appropriate combination.Readable signal medium can also be any readable Jie other than readable storage medium storing program for executing
Matter, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or and its
The program of combined use.
The program code for including on readable medium can transmit with any suitable medium, including but not limited to wirelessly, have
Line, optical cable, RF etc. or above-mentioned any appropriate combination.
The program for executing operation of the present invention can be write with any combination of one or more programming languages
Code, described program design language include object oriented program language-Java, C++ etc., further include conventional
Procedural programming language-such as " C " language or similar programming language.Program code can be fully in user
It calculates and executes in equipment, partly executes on a user device, being executed as an independent software package, partially in user's calculating
Upper side point is executed on a remote computing or is executed in remote computing device or server completely.It is being related to far
Journey calculates in the situation of equipment, and remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network
(WAN), it is connected to user calculating equipment, or, it may be connected to external computing device (such as utilize ISP
To be connected by internet).
In addition, above-mentioned attached drawing is only the schematic theory of processing included by method according to an exemplary embodiment of the present invention
It is bright, rather than limit purpose.It can be readily appreciated that the time that above-mentioned processing shown in the drawings did not indicated or limited these processing is suitable
Sequence.In addition, be also easy to understand, these processing, which can be, for example either synchronously or asynchronously to be executed in multiple modules.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the disclosure
Its embodiment.This application is intended to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes or
Person's adaptive change follows the general principles of this disclosure and including the undocumented common knowledge in the art of the disclosure
Or conventional techniques.The description and examples are only to be considered as illustrative, and the true scope of the disclosure and design are wanted by right
It asks and points out.
Claims (13)
1. a kind of alarm decision method for intelligent monitor system characterized by comprising
Obtain the live video stream from multiple monitor terminal equipment；
Multiple live video streams are identified simultaneously using multiple default identification models and are exported and meet preset alarm rule
Alarm frame and the corresponding alarm classification of the alarm frame then；
Judge whether to need to alarm according to the alarm classification and the corresponding monitor terminal equipment of the alarm frame；
When judgement needs to alarm, warning message is exported by alarm classification.
2. being used for the alarm decision method of intelligent monitor system as described in claim 1, which is characterized in that the alarm frame pair
The device identifier for the alarm monitoring terminal device answered, it is described according to the alarm classification and the corresponding monitoring of the alarm frame
Terminal device judges whether to need to alarm
The alarm monitoring terminal device for exporting alarm frame and its corresponding alarm classification are determined according to multiple device identifiers；
When the quantity of the corresponding alarm monitoring terminal device of classification of alarming at one is greater than 1, according to logic of propositions relationship pair
The alarm frame of the corresponding multiple alarm monitoring terminal device outputs of the alarm classification is judged, to determine the need for reporting
It is alert.
3. being used for the alarm decision method of intelligent monitor system as claimed in claim 2, which is characterized in that patrolled in described preset
Volume relationship be and when, it is described defeated according to logic of propositions relationship multiple alarm monitoring terminal devices corresponding to the alarm classification
Alarm frame out carries out judgement
The corresponding report of alarm classification is exported when the corresponding alarm monitoring terminal device of the alarm classification is more than the first preset value
Alert information.
4. being used for the alarm decision method of intelligent monitor system as claimed in claim 2, which is characterized in that patrolled in described preset
Volume relationship be or when, it is described defeated according to logic of propositions relationship multiple alarm monitoring terminal devices corresponding to the alarm classification
Alarm frame out carries out judgement
In one that the device identifier of the corresponding multiple alarm monitoring terminal devices of the alarm classification is in default identifier
Or the alarm classification corresponding warning message is exported when multiple.
5. being used for the alarm decision method of intelligent monitor system as claimed in claim 2, which is characterized in that patrolled in described preset
It is described according to logic of propositions relationship multiple alarm monitoring terminal devices corresponding to the alarm classification when relationship of collecting is weighting
The alarm frame of output carries out judgement
It alarms weighted value in the corresponding weight computing of the corresponding multiple alarm monitoring terminal devices of the alarm classification, described
Alarm classification corresponding warning message when weighted value of alarming is greater than the second preset value.
6. being used for the alarm decision method of intelligent monitor system as described in claim 1, which is characterized in that further include:
Obtain the preset alarm rule, multiple training pictures corresponding to the preset alarm rule and predetermined detection area
Parameter, the preset alarm rule include that someone enters, exists more than the 4th preset value object；
The default identification model is established using preset mode recognizer and according to the preset alarm rule, multiple described instructions
Practice and presets identification model described in picture, the predetermined detection area parameter training.
7. the alarm decision method as described in claim 1 or 6 for intelligent monitor system, which is characterized in that the use
Multiple default identification models carry out identification to multiple live video streams simultaneously
It is identified according to predetermined detection area of the default identification model to each frame in the live video stream；
Mark the frame for alarm frame and according to the default report when the predetermined detection area meets the preset alarm rule
Alert regular marks alarm classification.
8. being used for the alarm decision method of intelligent monitor system as described in claim 1, which is characterized in that described using multiple
Default identification model carries out identification to multiple live video streams simultaneously
When not including the alarm frame more than the third preset value live video stream, stop the institute of this acquisition of identification
State live video stream.
9. being used for the alarm decision method of intelligent monitor system as described in claim 1, which is characterized in that further include:
Preset mode setting signal is responded to stop obtaining the live video stream, the identification live video stream or the output report
Alert information.
10. a kind of alarm decision device for intelligent monitor system characterized by comprising
Data acquisition module is set as obtaining the live video stream from multiple monitor terminal equipment；
Pattern recognition module is set as using multiple default identification models to multiple live video streams while being identified simultaneously
Output meets the alarm frame and the corresponding alarm classification of the alarm frame of preset alarm rule；
Comprehensive judgment module, be set as be according to the alarm classification and the alarm frame corresponding monitor terminal equipment judgement
It is no to need to alarm；
Message output module is set as when judgement needs to alarm, and exports warning message by alarm classification.
11. a kind of intelligent monitor system characterized by comprising
Multiple monitor terminal equipment, for shooting and exporting live video stream；
Background process equipment carries out signal transmission with the multiple monitor terminal equipment, including memory and is coupled to described
The processor of memory, the processor is configured to the instruction based on storage in the memory, executes such as claim
The described in any item alarm decision methods for intelligent monitor system of 1-9.
12. a kind of electronic equipment characterized by comprising
Memory；And
The processor of memory belonging to being coupled to, the processor is configured to the instruction based on storage in the memory,
Execute such as the described in any item alarm decision methods for intelligent monitor system of claim 1-9.
13. a kind of computer readable storage medium, is stored thereon with program, realized when which is executed by processor as right is wanted
The alarm decision method for asking 1-9 described in any item for intelligent monitor system.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811565587.5A CN109544870B (en) | 2018-12-20 | 2018-12-20 | Alarm judgment method for intelligent monitoring system and intelligent monitoring system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811565587.5A CN109544870B (en) | 2018-12-20 | 2018-12-20 | Alarm judgment method for intelligent monitoring system and intelligent monitoring system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN109544870A true CN109544870A (en) | 2019-03-29 |
| CN109544870B CN109544870B (en) | 2021-06-04 |
Family
ID=65855789
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811565587.5A Active CN109544870B (en) | 2018-12-20 | 2018-12-20 | Alarm judgment method for intelligent monitoring system and intelligent monitoring system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109544870B (en) |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110930623A (en) * | 2019-11-20 | 2020-03-27 | 万翼科技有限公司 | Danger early warning method and device |
| CN112052732A (en) * | 2020-07-31 | 2020-12-08 | 陕西瑞海工程智慧数据科技有限公司 | Method and device for automatically alarming cable abnormity |
| CN112543203A (en) * | 2020-12-28 | 2021-03-23 | 杭州迪普科技股份有限公司 | Terminal access method, device and system |
| WO2022016573A1 (en) * | 2020-07-21 | 2022-01-27 | 南京智金科技创新服务中心 | Video monitoring analysis system and method |
| CN114281024A (en) * | 2021-12-23 | 2022-04-05 | 大族激光科技产业集团股份有限公司 | Anti-collision detection method, numerical control system, machining equipment and storage medium |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1731855A (en) * | 2005-08-26 | 2006-02-08 | 北京中星微电子有限公司 | Movement detecting method |
| JP2006067139A (en) * | 2004-08-25 | 2006-03-09 | Matsushita Electric Ind Co Ltd | Method, device, and program for searching videos of a plurality of cameras |
| CN101639961A (en) * | 2009-09-14 | 2010-02-03 | 北京航星网讯技术股份有限公司 | Detection alarm method and system thereof |
| CN101933058A (en) * | 2008-01-31 | 2010-12-29 | 传感电子有限责任公司 | Video sensor and alarm system and method with object and event classification |
| CN107071342A (en) * | 2016-12-13 | 2017-08-18 | 中国科学院计算技术研究所 | A kind of anomalous event automatic push and monitoring method and system based on historical operation |
-
2018
- 2018-12-20 CN CN201811565587.5A patent/CN109544870B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2006067139A (en) * | 2004-08-25 | 2006-03-09 | Matsushita Electric Ind Co Ltd | Method, device, and program for searching videos of a plurality of cameras |
| CN1731855A (en) * | 2005-08-26 | 2006-02-08 | 北京中星微电子有限公司 | Movement detecting method |
| CN101933058A (en) * | 2008-01-31 | 2010-12-29 | 传感电子有限责任公司 | Video sensor and alarm system and method with object and event classification |
| CN101639961A (en) * | 2009-09-14 | 2010-02-03 | 北京航星网讯技术股份有限公司 | Detection alarm method and system thereof |
| CN107071342A (en) * | 2016-12-13 | 2017-08-18 | 中国科学院计算技术研究所 | A kind of anomalous event automatic push and monitoring method and system based on historical operation |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110930623A (en) * | 2019-11-20 | 2020-03-27 | 万翼科技有限公司 | Danger early warning method and device |
| CN110930623B (en) * | 2019-11-20 | 2021-12-21 | 万翼科技有限公司 | Danger early warning method and device |
| WO2022016573A1 (en) * | 2020-07-21 | 2022-01-27 | 南京智金科技创新服务中心 | Video monitoring analysis system and method |
| CN112052732A (en) * | 2020-07-31 | 2020-12-08 | 陕西瑞海工程智慧数据科技有限公司 | Method and device for automatically alarming cable abnormity |
| CN112543203A (en) * | 2020-12-28 | 2021-03-23 | 杭州迪普科技股份有限公司 | Terminal access method, device and system |
| CN112543203B (en) * | 2020-12-28 | 2023-04-28 | 杭州迪普科技股份有限公司 | Terminal access method, device and system |
| CN114281024A (en) * | 2021-12-23 | 2022-04-05 | 大族激光科技产业集团股份有限公司 | Anti-collision detection method, numerical control system, machining equipment and storage medium |
Also Published As
| Publication number | Publication date |
|---|---|
| CN109544870B (en) | 2021-06-04 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109544870A (en) | Alarm decision method and intelligent monitor system for intelligent monitor system | |
| CN109286780B (en) | Video monitoring system and video monitoring method | |
| TWI749113B (en) | Methods, systems and computer program products for generating alerts in a video surveillance system | |
| CN107911653A (en) | The module of intelligent video monitoring in institute, system, method and storage medium | |
| AU2019295856B2 (en) | Object tracking using disparate monitoring systems | |
| KR102195706B1 (en) | Method and Apparatus for Detecting Intruder | |
| CN105100724A (en) | Remote and safe intelligent household monitoring method and device based on visual analysis | |
| CN111115400A (en) | System and method for detecting elevator maintenance behavior in an elevator hoistway | |
| CN103839373A (en) | Sudden abnormal event intelligent identification alarm device and system | |
| KR101125233B1 (en) | Fusion technology-based security method and security system thereof | |
| CN111047824B (en) | Indoor child nursing linkage control early warning method and system | |
| CN208732382U (en) | Elevator signal acquisition device and system | |
| CN116165981A (en) | Intelligent monitoring system for industrial industry safety production | |
| KR102019340B1 (en) | Unmanned surveillance system of moving object based on multi sensor | |
| JP7282186B2 (en) | situational awareness surveillance | |
| CN115567690A (en) | Intelligent monitoring system capable of automatically identifying dangerous points of field operation | |
| KR101989376B1 (en) | Integrated track circuit total monitoring system | |
| US11200793B2 (en) | Notifications for camera tampering | |
| CN113392706A (en) | Device and method for detecting smoking and using mobile phone behaviors | |
| CN116597501A (en) | Video analysis algorithm and edge device | |
| US20220335725A1 (en) | Monitoring presence or absence of an object using local region matching | |
| CN115953815A (en) | Monitoring method and device for infrastructure site | |
| CN115083132A (en) | Research and judgment method for reducing false alarm rate of fire alarm | |
| CN108428316A (en) | A kind of security-protecting and monitoring method, device, security device and household electrical appliance | |
| CN114155483A (en) | Monitoring alarm method, device, storage medium and computer equipment |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |