CN115376295A - Video identification management method and system for smart rod - Google Patents

Video identification management method and system for smart rod Download PDF

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Publication number
CN115376295A
CN115376295A CN202211008835.2A CN202211008835A CN115376295A CN 115376295 A CN115376295 A CN 115376295A CN 202211008835 A CN202211008835 A CN 202211008835A CN 115376295 A CN115376295 A CN 115376295A
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category
event
video identification
emergency alert
level
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彭宏飞
李立赛
赖永聪
戴惠鸿
朱秀峰
石挺星
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Shenzhen Miracle Intelligent Network Co Ltd
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Shenzhen Miracle Intelligent Network Co Ltd
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    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18Status alarms
    • G08B21/182Level alarms, e.g. alarms responsive to variables exceeding a threshold
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/94Hardware or software architectures specially adapted for image or video understanding
    • G06V10/95Hardware or software architectures specially adapted for image or video understanding structured as a network, e.g. client-server architectures
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/44Event detection
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B19/00Alarms responsive to two or more different undesired or abnormal conditions, e.g. burglary and fire, abnormal temperature and abnormal rate of flow
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B25/00Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
    • G08B25/01Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
    • G08B25/08Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using communication transmission lines

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  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Emergency Management (AREA)
  • Software Systems (AREA)
  • Alarm Systems (AREA)

Abstract

A video identification management method of a smart stick comprises the following steps: identifying an emergency alert event based on one of a plurality of edge video identification modules of the smart stick; one of the edge video identification modules sends the emergency alarm event to a management platform; the management platform inquires the associated information of the local event according to the first grade and/or the category of the emergency alarm event to generate a video identification category strategy instruction, and dynamically adjusts the first grade and/or the category of the emergency alarm event into the second grade and/or the category of the emergency alarm event again according to the video identification category strategy instruction; and the edge video identification modules receive a second grade and/or category of the emergency alarm event sent by the management platform. The video identification management method provided by the invention can be dynamically distributed according to the grade or category identified by the video, thereby improving the management capability of video identification and increasing the user experience and applicability.

Description

Video identification management method and system for smart rod
Technical Field
The application relates to the technical field of intelligent poles, in particular to a video identification management method and system of an intelligent pole.
Background
Under the scientific and technological progress, various smart devices can have been integrateed to current wisdom pole system, through all kinds of intelligent equipment on the intelligent platform control, the management wisdom pole, realize the video identification of fixed scene through the internet simultaneously, reach environmental monitoring and information network sharing. However, in the prior art, the position space of video identification is relatively fixed, the category of the video identification scene is relatively dispersed and is relatively dispersed, and the management means of the video identification scene is relatively single, so that the identification scene cannot be dynamically triggered and adjusted according to the space position.
Disclosure of Invention
In view of the above, an object of the present invention is to provide a method and a system for managing video recognition by a smart bar, so as to solve the problem that the video recognition scene management method in the prior art is too monotonous.
In order to achieve the purpose, the technical scheme of the application is realized as follows:
in a first aspect, the present application provides a method for managing video recognition of a smart stick, the method including:
identifying an emergency alert event based on one of a plurality of edge video identification modules of a smart stick;
one of the edge video identification modules sends the emergency alarm event to a management platform;
the management platform inquires the associated information of a local event according to the first grade and/or the category of the emergency alarm event to generate a video identification category strategy instruction, and dynamically adjusts the first grade and/or the category of the emergency alarm event to the second grade and/or the category of the emergency alarm event again according to the video identification category strategy instruction;
the edge video identification modules receive a second level and/or category of the emergency alert event sent by the management platform.
In one embodiment, in the method, the management platform queries the associated information of the local event according to the first level and/or category of the emergency alert event to generate a video identification category policy instruction, and dynamically re-adjusts the first level and/or category of the emergency alert event to the second level and/or category of the emergency alert event according to the video identification category policy instruction, the method includes:
the management platform counts the number of the emergency alarm events of a specific grade and/or category by a time axis;
when the number of emergency alert events exceeds a threshold;
the generated video identification category policy instructs the first level and/or category of the emergency alert events to dynamically re-adjust the second level and/or category of the emergency alert events.
In one embodiment, the timeline is in units of hours, days, weeks, or months; the units of the timeline are dynamically adjusted according to a first level and/or category of the emergency alert events.
In one embodiment, in the management platform, according to a first level and/or category of the emergency alert event, querying association information of a local event to generate a video identification category policy instruction, and according to the video identification category policy instruction, dynamically re-adjusting the first level and/or category of the emergency alert event to a second level and/or category of the emergency alert event, the method includes:
the management platform inquires the position information of the associated information of the local event according to the first grade and/or the category of the emergency alarm event;
and generating priority information of the associated information according to the position information of the associated information and sending the priority information to the plurality of edge video identification modules.
In one embodiment, in the second level and/or category where the plurality of edge video identity modules receive the emergency alert event sent by the management platform, the method comprises:
the management platform dynamically adjusts the electronic fence of the local event formed by the plurality of edge video recognition modules based on the smart pole.
In a second aspect, the present application provides a video recognition management system for a smart stick, the system comprising:
an identification module for controlling one of a plurality of edge video identification modules based on a smart bar to identify an emergency alert event;
a sending module, configured to control one of the edge video identification modules to send the emergency alert event to a management platform;
the generation module is used for controlling the management platform to inquire the associated information of a local event according to the first grade and/or the category of the emergency alarm event to generate a video identification category strategy instruction, and dynamically adjusting the first grade and/or the category of the emergency alarm event to the second grade and/or the category of the emergency alarm event again according to the video identification category strategy instruction;
a receiving module, configured to control the edge video identification modules to receive a second level and/or category of the emergency alert event sent by the management platform.
In one embodiment, the system further comprises:
the statistic module is used for controlling the management platform to count the number of the emergency alarm events of a specific grade and/or category by a time axis;
when the number of emergency alert events exceeds a threshold;
the generated video identification category policy instructs the first level and/or category of the emergency alert events to dynamically re-adjust the second level and/or category of the emergency alert events.
In one embodiment, the timeline is in units of hours, days, weeks, or months; the units of the timeline are dynamically adjusted according to a first level and/or category of the emergency alert events.
In one embodiment, the system further comprises:
the query module is used for controlling the management platform to query the position information of the associated information of the local event according to the first grade and/or the category of the emergency alarm event;
and generating priority information of the associated information according to the position information of the associated information and sending the priority information to the plurality of edge video identification modules.
In one embodiment, the system further comprises:
the forming module is used for controlling the management platform to dynamically adjust the electronic fence of the local event formed by the edge video identification modules based on the intelligent rods.
From the above, the present application provides a video identification management method for a smart stick, including: identifying an emergency alert event based on one of a plurality of edge video identification modules of the smart stick; one of the edge video identification modules sends the emergency alarm event to a management platform; the management platform inquires the associated information of the local event according to the first grade and/or the category of the emergency alarm event to generate a video identification category strategy instruction, and dynamically adjusts the first grade and/or the category of the emergency alarm event into the second grade and/or the category of the emergency alarm event again according to the video identification category strategy instruction; and the edge video identification modules receive a second grade and/or category of the emergency alarm event sent by the management platform. The video identification management method provided by the invention can be dynamically distributed according to the grade or category identified by the video, the management capability of video identification is improved, the user experience and the product applicability are increased, and the application scene is wide. In addition, through the video identification scene of the edge computing equipment of the intelligent pole, the electronic fence scene for managing the spatial position is triggered and dynamically drawn, the electronic fence is given timeout time for releasing according to time axis setting, and the functions of dynamic transmission, management and automatic dynamic generation of the video identification scene are completed.
Drawings
To more clearly illustrate the technical solutions of the embodiments of the present application, the drawings needed in the embodiments will be briefly described below, it should be understood that the following drawings only illustrate some embodiments of the present application and therefore should not be considered as limiting the scope, and those skilled in the art can also obtain other related drawings based on the drawings without inventive efforts.
Fig. 1 is a flowchart illustrating a method for managing video recognition of a smart stick according to the present application.
Fig. 2 is an architecture diagram of a video recognition management method for a smart stick according to the present application.
Fig. 3 is a block diagram of a video recognition system of a smart stick according to the present application.
Detailed Description
Specific embodiments of the present application will now be described in detail with reference to the accompanying drawings. It should be apparent that the described embodiments are only a few embodiments of the present application, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the description of the present application without inventive step, are within the scope of the present application.
In the description of the present application, unless expressly stated or limited otherwise, the terms "disposed," "mounted," "connected," and the like are to be construed broadly and can include, for example, a fixed connection, a removable connection, or an integral connection; can be mechanically or electrically connected; may be directly connected or indirectly connected through an intermediate. The specific meaning of the above terms can be understood as a special case for those of ordinary skill in the art.
The terms "first," "second," "third," and the like are used solely to distinguish between similar items or elements and not to indicate or imply relative importance or a particular order.
The terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, including not only those elements listed, but also other elements not expressly listed.
Referring to fig. 1 and fig. 2, fig. 1 is a flowchart illustrating a method for managing video recognition of a smart stick according to the present application, and fig. 2 is an architecture diagram illustrating a method for managing video recognition of a smart stick according to the present application. The application provides a method for managing video identification of a smart bar, which comprises the following steps:
s1, one of a plurality of edge video identification modules based on the intelligent pole identifies an emergency alarm event.
In one embodiment, the edge video recognition module of the smart stick may include a camera, an LED display, an LED controller, a communication circuit, a sensor, and the like, and the invention is not limited by the type of the edge video recognition module. In actual operation, a plurality of intelligent rods can be arranged in a specific area of a city, each intelligent rod is respectively positioned according to the pre-calculated optimal relative distance and relative angle, then the emergency alarm event is identified through a camera or a sensor of the edge video identification module, the communication circuit sends the emergency alarm event to the background server in a wireless or wired mode, so that the specific area of the city is monitored and managed, the LED display screen is controlled through the LED controller to play text content or video content of corresponding emergency alarm event information, instantaneity is effectively achieved, and user experience is improved.
And S2, one of the edge video identification modules sends the emergency alarm event to a management platform.
In one embodiment, the plurality of edge video recognition modules may include a first edge video recognition module, a second edge video recognition module, a 8230a nth edge video recognition module, and the present invention is not limited by the number of the edge video recognition modules, and the relative distance or angle may be set according to the elasticity of buildings, population distributions or traffic facilities in a specific area of a city. For example, the first edge video identification module and the second edge video identification module \8230, the nth edge video identification module can respectively send the first emergency alarm event and the second emergency alarm event \8230tothe management platform through communication circuits therein, and the management platform carries out information processing on a plurality of emergency alarm events, so that the interactivity of the edge video identification module and the management platform is effectively improved.
And S3, the management platform inquires the associated information of the local event according to the first grade and/or the type of the emergency alarm event to generate a video identification type strategy instruction, and dynamically adjusts the first grade and/or the type of the emergency alarm event to the second grade and/or the type of the emergency alarm event again according to the video identification type strategy instruction.
In one embodiment, the management platform generates a first level and/or category according to the information content of the plurality of emergency alert events, for example, the information content of the first emergency alert event recognized by the first edge video identification module is: in a specific area A of a city, a fire accident of class A occurs; the information content of the second emergency alert event recognized by the second edge video recognition module is as follows: a specific area B (adjacent to the specific area A) of the city, and a fire accident of grade A occurs; the information content of the n-th emergency alarm event recognized by the n-th edge video recognition module is as follows: in a specific area C of the city (far from the specific areas a and B), a traffic event of the level B occurs. The management platform queries the associated information of the local event to generate a video identification category policy instruction, for example, the associated information at least includes location information and priority information, and the priority of the fire event of level a is higher than that of the traffic accident of level B, so the video identification category policy instruction generated by the management platform processes the fire event of level a of the specific area a for the first priority information, dynamically re-adjusts the first level and/or category of the emergency alert event to the second level and/or category of the emergency alert event, the second level and/or category is the fire event of level a of the specific area a, and after the condition of the fire event of level a of the specific area a is released, the traffic accident of level B of the specific area C is further processed according to the second priority information. In other words, the video identification scene can be dynamically transmitted according to the priority and the position information, the management capability of video identification is improved, the user experience is increased, and the application scene is wide.
In one embodiment, the management platform counts the number of emergency alert events of a specific level and/or category by using a time axis, wherein the time axis is in units of time, day, week or month, and the units of the time axis are dynamically adjusted according to the first level and/or category of the emergency alert events. The management platform inquires the position information of the associated information of the local event according to the first grade and/or the category of the emergency alarm event, generates the priority information of the associated information according to the position information of the associated information and sends the priority information to the edge video identification modules. For example, the management platform counts the vehicle jam event of the specific area D of the third priority information by using a time axis (hour unit), counts the garbage collection event of the specific area E of the fourth priority information by using a time axis (day unit), counts the ground pollution event of the specific area F of the fifth priority information by using a time axis (week unit), and when the number of the emergency alarm events exceeds a threshold (for example, 10), the generated video identification category policy instruction dynamically adjusts the first level and/or category of the emergency alarm event again so as to realize that the video identification scene can redefine the priority according to the position and the activity information of the alarm threshold statistics, improve the flexible utilization of the video identification algorithm, and improve the utilization rate of the video analysis algorithm.
And S4, the edge video identification modules receive the second grade and/or the type of the emergency alarm event sent by the management platform.
In an embodiment, after the edge video identification module receives the second level and/or category of the emergency alert event sent by the management platform, the original first level and/or category is changed into the second level and/or category, so that the video-identified multiple scenes of the smart bar in the specific area redefine the priority of each specific area according to the position and the activity information of the alarm threshold statistics, preferentially process the event with higher level, and effectively improve the information processing efficiency. In addition, the management platform dynamically adjusts the electronic fence of the local event formed by the edge video identification modules based on the intelligent pole.
Referring to fig. 3, fig. 3 is a block diagram illustrating a video recognition system of a smart stick according to the present application. This send rice to propose a video identification management system of wisdom pole, system 200 includes:
an identification module 210, the identification module 210 configured to control one of a plurality of edge video identification modules based on a smart stick to identify an emergency alert event;
a sending module 220, wherein the sending module 220 is configured to control one of the edge video identification modules to send the emergency alert event to a management platform;
a generating module 230, where the generating module 230 is configured to control the management platform to query the associated information of the local event according to the first level and/or category of the emergency alert event to generate a video identification category policy instruction, and dynamically adjust the first level and/or category of the emergency alert event to the second level and/or category of the emergency alert event again according to the video identification category policy instruction;
a receiving module 240, wherein the receiving module 240 is configured to control the edge video identification modules to receive a second level and/or category of the emergency alert event sent by the management platform.
In one embodiment, the system 200 further comprises:
a statistics module 250, wherein the statistics module 250 is configured to control the management platform to count the number of the emergency alert events of a specific level and/or category according to a time axis;
when the number of emergency alert events exceeds a threshold;
the generated video identification category policy instructs the first level and/or category of the emergency alert events to dynamically re-adjust the second level and/or category of the emergency alert events.
In one embodiment, the timeline is in units of hours, days, weeks, or months; the units of the timeline are dynamically adjusted according to a first level and/or category of the emergency alert events.
In one embodiment, the system 200 further comprises:
the query module 260, where the query module 260 is configured to control the management platform to query the location information of the associated information of the local event according to the first level and/or category of the emergency alert event;
and generating priority information of the associated information according to the position information of the associated information and sending the priority information to the plurality of edge video identification modules.
In one embodiment, the system 200 further comprises:
an adjusting module 270, wherein the adjusting module 270 is configured to control the management platform to dynamically adjust the electronic fence of the local event formed by the plurality of edge video recognition modules based on the smart pole.
The identification module 210, the sending module 220, the generation module 230, the receiving module 240, the statistics module 250, the query module 260, and the adjustment module 270 are electrically connected to each other, and the above functional modules are implemented by suitable software and hardware.
The embodiment of the invention also provides computer equipment which comprises a memory, a processor and a computer program which is stored on the memory and can run on the processor, wherein the processor executes the computer program to realize the video identification management method of the intelligent rod.
Embodiments of the present invention also provide a computer-readable storage medium storing a computer program for executing the above method for managing video recognition of a smart stick, which will be apparent to those skilled in the art, and can be provided as a method, an apparatus, or a computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention has been described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (which may also be systems or devices), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The above description is only for the specific embodiments of the present application, but the scope of the present application is not limited thereto, and any changes or substitutions that can be easily conceived by those skilled in the art within the technical scope of the present application should be covered within the scope of the present application. Therefore, the protection scope of the present application should be subject to the appended claims.

Claims (10)

1. A method for managing video recognition of a smart stick, the method comprising:
identifying an emergency alert event based on one of a plurality of edge video identification modules of a smart stick;
one of the edge video identification modules sends the emergency alarm event to a management platform;
the management platform inquires the associated information of a local event according to the first grade and/or the category of the emergency alarm event to generate a video identification category strategy instruction, and dynamically adjusts the first grade and/or the category of the emergency alarm event to the second grade and/or the category of the emergency alarm event again according to the video identification category strategy instruction;
the edge video identification modules receive a second level and/or category of the emergency alert event sent by the management platform.
2. The method as claimed in claim 1, wherein the method comprises the following steps of querying the related information of the local event to generate a video identification category policy instruction according to the first level and/or category of the emergency alert event, and dynamically adjusting the first level and/or category of the emergency alert event to the second level and/or category of the emergency alert event according to the video identification category policy instruction, wherein the method comprises:
the management platform counts the number of the emergency alarm events of a specific grade and/or category by a time axis;
when the number of emergency alert events exceeds a threshold;
the generated video identification category policy instructions dynamically readjust the first level and/or category of the emergency alert events to the second level and/or category of the emergency alert events.
3. The method for video recognition management of a smart stick of claim 2, wherein the time axis is in units of time, day, week or month; the units of the timeline are dynamically adjusted according to a first level and/or category of the emergency alert events.
4. The method as claimed in claim 1, wherein the method comprises the following steps of querying the related information of the local event to generate a video identification category policy instruction according to the first level and/or category of the emergency alert event, and dynamically adjusting the first level and/or category of the emergency alert event to the second level and/or category of the emergency alert event according to the video identification category policy instruction, wherein the method comprises:
the management platform inquires the position information of the associated information of the local event according to the first grade and/or the category of the emergency alarm event;
and generating priority information of the associated information according to the position information of the associated information and sending the priority information to the plurality of edge video identification modules.
5. The method for video recognition management of a smart stick as recited in claim 1, wherein in the event that the plurality of edge video recognition modules receive a second level and/or category of the emergency alert event sent by the management platform, the method comprises:
the management platform dynamically adjusts the electronic fence of the local event formed by the plurality of edge video recognition modules based on the smart pole.
6. A video recognition management system for a smart stick, the system comprising:
an identification module for controlling one of a plurality of edge video identification modules based on a smart bar to identify an emergency alert event;
a sending module, configured to control one of the edge video identification modules to send the emergency alert event to a management platform;
the generation module is used for controlling the management platform to inquire the associated information of a local event according to the first grade and/or the category of the emergency alarm event to generate a video identification category strategy instruction, and dynamically adjusting the first grade and/or the category of the emergency alarm event to the second grade and/or the category of the emergency alarm event again according to the video identification category strategy instruction;
a receiving module, configured to control the edge video identification modules to receive a second level and/or category of the emergency alert event sent by the management platform.
7. The video recognition management system for a smart stick of claim 6, wherein the system further comprises:
the statistical module is used for controlling the management platform to count the number of the emergency alarm events of a specific grade and/or category by a time axis;
when the number of emergency alert events exceeds a threshold;
the generated video identification category policy instructions dynamically readjust the first level and/or category of the emergency alert events to the second level and/or category of the emergency alert events.
8. The video recognition management system of the smart stick of claim 7, wherein the time axis is in units of time, day, week or month; the units of the timeline are dynamically adjusted according to a first level and/or category of the emergency alert events.
9. The video recognition management system for a smart stick of claim 6, wherein the system further comprises:
the query module is used for controlling the management platform to query the position information of the associated information of the local event according to the first grade and/or the category of the emergency alarm event;
and generating priority information of the associated information according to the position information of the associated information and sending the priority information to the plurality of edge video identification modules.
10. The video recognition management system of a smart stick of claim 6, wherein the system further comprises:
the forming module is used for controlling the management platform to dynamically adjust the electronic fence of the local event formed by the edge video identification modules based on the intelligent rods.
CN202211008835.2A 2022-08-22 2022-08-22 Video identification management method and system for smart rod Pending CN115376295A (en)

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