CN110351521A - Monitoring method, monitoring device, electronic equipment and medium - Google Patents
Monitoring method, monitoring device, electronic equipment and medium Download PDFInfo
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- CN110351521A CN110351521A CN201910626868.5A CN201910626868A CN110351521A CN 110351521 A CN110351521 A CN 110351521A CN 201910626868 A CN201910626868 A CN 201910626868A CN 110351521 A CN110351521 A CN 110351521A
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- meeting room
- occupied state
- state
- acquisition image
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/10—Terrestrial scenes
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- 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
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- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Alarm Systems (AREA)
Abstract
Present disclose provides a kind of monitoring methods, and the acquisition image including obtaining meeting room handles the acquisition image, with the occupied state of the determination meeting room, and the output occupied state.The disclosure additionally provides a kind of monitoring device, a kind of electronic equipment and a kind of computer readable storage medium.
Description
Technical field
This disclosure relates to a kind of monitoring method, monitoring device, electronic equipment and computer readable storage medium.
Background technique
The a part of meeting room as office space can be used for holding academic report, meeting, train and take in guests.
Meeting room can be usually managed using meeting room reservation system, but in actually using, had the following problems: some
In the case of, meeting room has been reserved, but since odjective cause is not used by, this utilization rate that will lead to meeting room reduces；Another
Under some cases, though meeting room is not reserved, in use, other people are strayed into due to not knowing about the service condition of meeting room
Meeting room influences meeting progress.
Summary of the invention
An aspect of this disclosure provides a kind of monitoring method, the acquisition image including obtaining meeting room, described in processing
Image is acquired, with the occupied state of the determination meeting room, and the output occupied state.
Optionally, the processing acquisition image includes adopting described in processing to obtain the occupied state of the meeting room
Collect image, determines in the acquisition image whether include at least one special object, include at least one in the acquisition image
In the case where a special object, determine that the meeting room is in occupied first state, otherwise, it determines the meeting room is in
Unappropriated second state.
Optionally, the special object include in face, hand, body, the equipment in use or the notebook of people extremely
Few one kind.
Optionally, the processing acquisition image, includes by trained with the occupied state of the determination meeting room
Processing with Neural Network described in acquire image, obtain the occupied state of the meeting room.
Optionally, the output occupied state includes in response to the inquiry request from terminal device, described in transmission
Occupied state is to the terminal device.
Optionally, the output occupied state includes sending the occupied state to being arranged in outside the meeting room
Indicator light enables the indicator light to indicate the occupied state of the meeting room.
Optionally, the output occupied state includes showing the occupied state by display.
Another aspect of the disclosure provides a kind of monitoring device, including obtains module, processing module and output mould
Block.Module is obtained, for obtaining the acquisition image of meeting room.Processing module, for handling the acquisition image, described in determination
The occupied state of meeting room.Output module, for exporting the occupied state.
Another aspect of the disclosure provides a kind of electronic equipment, including processor and memory.The memory
On be stored with computer program, the computer program makes processor execute method as described above when being executed by processor.
Another aspect of the present disclosure provides a kind of computer readable storage medium, is stored with computer executable instructions,
Described instruction is when executed for realizing method as described above.
Another aspect of the present disclosure provides a kind of computer program, and the computer program, which includes that computer is executable, to be referred to
It enables, described instruction is when executed for realizing method as described above.
Detailed description of the invention
In order to which the disclosure and its advantage is more fully understood, referring now to being described below in conjunction with attached drawing, in which:
Fig. 1 and Fig. 2 diagrammatically illustrates the schematic diagram of the application scenarios of the monitoring method according to the embodiment of the present disclosure；
Fig. 3 diagrammatically illustrates the flow chart of the monitoring method according to the embodiment of the present disclosure；
Fig. 4 diagrammatically illustrates the processing acquisition image according to the embodiment of the present disclosure, with the determination meeting room
The flow chart of occupied state；
Fig. 5 diagrammatically illustrates the block diagram of the monitoring device according to the embodiment of the present disclosure；And
Fig. 6 diagrammatically illustrates the block diagram of the electronic equipment according to the embodiment of the present disclosure.
Specific embodiment
Hereinafter, will be described with reference to the accompanying drawings embodiment of the disclosure.However, it should be understood that these descriptions are only exemplary
, and it is not intended to limit the scope of the present disclosure.In the following detailed description, to elaborate many specific thin convenient for explaining
Section is to provide the comprehensive understanding to the embodiment of the present disclosure.It may be evident, however, that one or more embodiments are not having these specific thin
It can also be carried out in the case where section.In addition, in the following description, descriptions of well-known structures and technologies are omitted, to avoid
Unnecessarily obscure the concept of the disclosure.
Term as used herein is not intended to limit the disclosure just for the sake of description specific embodiment.It uses herein
The terms "include", "comprise" etc. show the presence of the feature, step, operation and/or component, but it is not excluded that in the presence of
Or add other one or more features, step, operation or component.
There are all terms (including technical and scientific term) as used herein those skilled in the art to be generally understood
Meaning, unless otherwise defined.It should be noted that term used herein should be interpreted that with consistent with the context of this specification
Meaning, without that should be explained with idealization or excessively mechanical mode.
It, in general should be according to this using statement as " at least one in A, B and C etc. " is similar to
Field technical staff is generally understood the meaning of the statement to make an explanation (for example, " system at least one in A, B and C "
Should include but is not limited to individually with A, individually with B, individually with C, with A and B, with A and C, have B and C, and/or
System etc. with A, B, C).Using statement as " at least one in A, B or C etc. " is similar to, generally come
Saying be generally understood the meaning of the statement according to those skilled in the art to make an explanation (for example, " having in A, B or C at least
One system " should include but is not limited to individually with A, individually with B, individually with C, with A and B, have A and C, have
B and C, and/or the system with A, B, C etc.).
Shown in the drawings of some block diagrams and/or flow chart.It should be understood that some sides in block diagram and/or flow chart
Frame or combinations thereof can be realized by computer program instructions.These computer program instructions can be supplied to general purpose computer,
The processor of special purpose computer or other programmable data processing units, so that these instructions are when executed by this processor can be with
Creation is for realizing function/operation device illustrated in these block diagrams and/or flow chart.The technology of the disclosure can be hard
The form of part and/or software (including firmware, microcode etc.) is realized.In addition, the technology of the disclosure, which can be taken, is stored with finger
The form of computer program product on the computer readable storage medium of order, the computer program product is for instruction execution system
System uses or instruction execution system is combined to use.
Embodiment of the disclosure provides a kind of monitoring method, the acquisition image including obtaining meeting room, adopts described in processing
Collect image, with the occupied state of the determination meeting room, and the output occupied state.
Fig. 1 and Fig. 2 diagrammatically illustrates the schematic diagram of the application scenarios of the monitoring method according to the embodiment of the present disclosure.It needs
It is noted that being only the example that can apply the scene of the embodiment of the present disclosure shown in Fig. 1 and Fig. 2, to help those skilled in the art
Member understand the technology contents of the disclosure, but be not meant to the embodiment of the present disclosure may not be usable for other equipment, system, environment or
Scene.
As shown in Figure 1, meeting room 10 can be used for holding academic report, meeting, train and take in guests.In meeting room 10
It is provided with marginal end 11, including image capture device, such as camera, for acquiring the image in meeting room 10.Pass through edge
It holds 11 pairs of meeting rooms 10 to be monitored, the service condition of meeting room 10 can be obtained in real time, to effectively improve meeting room
The efficiency of management.
As shown in Fig. 2, system architecture may include marginal end 11, server-side 12 and output end 13 according to this embodiment.
Marginal end 11 for example may include camera 111 and development board 112, and development board 112 can integrate such as data
Storage, data processing, signal transmitting and receiving functional unit.Marginal end 11 can for example be acquired in meeting room 10 by camera 111
Image, server-side 12 is sent for the image of acquisition by development board 112.
For example, camera can select the camera shooting of the model Raspberry Pi Camera Module V2 of raspberry pie
Head is furnished with Sony IMX219 sensor, and resolution ratio reaches 8 mega pixels, supports manual focusing.Development board can select raspberry pie
Model Raspberry Pi 3Model B development board, the single board computer small-sized as one be with Micro SD card
Memory and hard disk possess numerous interfaces such as USB, network interface card, are furnished with Raspbian operating system, there is certain computing capability.It takes the photograph
As can be for example connected with each other by serial line interface and ribbon cable between head and development board.
Server-side 12 for example may include application server 121 and data server 122.Server-side 12 can receive edge
11 images sent of end, by identifying that image determines that meeting room 10 whether just occupied, and sends output for processing result
End 13.
Output end 13 for example may include at least one of user equipment 131, indicator light 132 or display screen 133.Example
Such as, server-side 12 can send the whether occupied information of meeting room 10 to user equipment 131, and user equipment 131 is defeated by its
Device exports the information out, such as may include smart phone, tablet computer, pocket computer on knee and desktop computer etc.
Deng.Alternatively, server-side 12 can according to the occupancy situation of meeting room come control instructions lamp 132 or the different conditions of display screen 133,
Achieve the purpose that prompt.
Wherein, marginal end 11, server-side 12, can be by network connection between output end 13, the network is at edge
It holds and the medium of communication link is provided between 11, server-side 12, output end 13.
It should be noted that monitoring method described in following figure 3 and Fig. 4 can for example be executed by server-side 12, accordingly
Ground, monitoring device described in following figure 5 generally can be set in server-side 12.
Alternatively, the development board of marginal end 11 can be used for image recognition in some embodiments of the present disclosure, to only need
The occupied state of meeting room is sent to server-side 12.In other embodiments of the disclosure, it might even be possible to omit server-side
12, the occupied state of meeting room is directly sent to output end 13 from marginal end 11, at this point, the method for the embodiment of the present disclosure can be by
Marginal end 11 executes.In the other embodiment of the disclosure, server-side 12 and output end 13 be can integrate as an equipment, example
Such as the computer of administrator, other need to learn that the people of meeting room state can inquire to administrator.
It should be understood that the number of marginal end, server-side and output end in Fig. 1 and Fig. 2 is only schematical.According to reality
It now needs, can have any number of marginal end, server-side and output end.
Fig. 3 diagrammatically illustrates the flow chart of the monitoring method according to the embodiment of the present disclosure.
As shown in figure 3, this method may include operation S310~S330.
In operation S310, the acquisition image of meeting room is obtained.For example, acquiring the indoor image of meeting by camera.Root
According to the embodiment of the present disclosure, which for example can also be infrared camera, can be with for acquiring the indoor infrared image of meeting
More easily identify the higher object of the indoor temperature of meeting, such as the projector or computer etc. of human body, open state.
In operation S320, the acquisition image is handled, with the occupied state of the determination meeting room.
According to the embodiment of the present disclosure, the meeting can be obtained by acquiring image described in housebroken Processing with Neural Network
Discuss the occupied state of room.It can select or build some neural network models for image procossing, such as convolutional neural networks
Model is trained by using the meeting room image by label, the parameter in training neural network, so that the neural network
It can automatically judge whether meeting room is in occupied state in the acquisition image for obtaining meeting room.
Alternatively, in other embodiments of the disclosure, it can be by being carried out in identification image with the presence or absence of special object
Judgement, whether to determine meeting room just occupied, which is introduced hereinafter in conjunction with Fig. 4.
In operation S330, the occupied state is exported.
According to the embodiment of the present disclosure, such as the occupancy shape can be sent in response to the inquiry request from terminal device
State is to the terminal device.User for example can inquire some meeting by the application program with the application program at login service end
The occupied state of room is discussed, at this point, user equipment will send an inquiry request to server-side, server-side can be in response to the inquiry
Request, returns to the user equipment for the occupied state for the meeting room being queried, user equipment is enable to connect by the application program
The occupied state of meeting room is received, and the occupied state is exported by output equipment (such as display screen).
According to the embodiment of the present disclosure, the occupied state can be sent to the indicator light being arranged in outside the meeting room, so that
The indicator light can indicate the occupied state of the meeting room.For example, indicator light can have first state and the second state,
Server-side or marginal end can issue control signal to indicator light, so that indicator light is in the when meeting room be in occupied state
One state, when meeting room is in unoccupied state, indicator light is in the second state.When user sees that indicator light is in the first shape
It when state, can learn that meeting room is in occupied state, when user sees that indicator light is in the second state, can learn meeting room
In unoccupied state.The first state and the second state for example can be illuminating state and OFF state, or be always on state
With the luminance of flashing state or two different colors, such as green and red etc..
According to the embodiment of the present disclosure, the occupied state can be shown by display.The display can be with server-side
It is integrated, so that administrative staff can see the occupied state of meeting room.Alternatively, the display can be set outside meeting room, make
It is independent the occupied state of output end output meeting room.
Fig. 4 diagrammatically illustrates the processing acquisition image according to the embodiment of the present disclosure, with the determination meeting room
The flow chart of occupied state.
As shown in figure 4, this method may include operation S410~440.
In operation S410, the acquisition image is handled, to identify the object in the acquisition image.
In operation S420, whether include at least one special object, for example, the special object can if judging to acquire in image
To include at least one of the face of people, hand, body, the equipment in use or notebook.For example, can be detected by feature
To determine whether including at least one of above-mentioned special object.If including executing operation S430, otherwise executing operation
S440。
The meeting is determined in the case where in the acquisition image including at least one special object in operation S430
Room is in occupied first state.
Determine that the meeting room is in the case where in the acquisition image not including special object in operation S440
Unappropriated second state.
The method of the embodiment of the present disclosure can monitor the behaviour in service of meeting room automatically, reduce the cost of inquiry meeting room,
The timeliness for improving inquiry meeting room, effectively increases the efficiency of management of meeting room.Also, image data is handled by development board,
And the scheme that occupied state is sent to server is made to the use state that meeting room is only stored on server, without recording phase
Image is closed, the privacy of meeting room user is protected.
Based on the same inventive concept, the embodiment of the present disclosure this provide a kind of monitoring device, below with reference to Fig. 5 to the disclosure
The monitoring device of embodiment is introduced.
Fig. 5 diagrammatically illustrates the block diagram of the monitoring device 500 according to the embodiment of the present disclosure.
As shown in figure 5, monitoring device 500 includes obtaining module 510, processing module 520 and output module 530.The prison
Control device 500 can execute the various methods above with reference to Fig. 3 and Fig. 4 description.
Module 510 is obtained, such as executes the operation S310 with reference to figure 3 above description, for obtaining the acquisition figure of meeting room
Picture.
Processing module 520, such as the operation S320 with reference to figure 3 above description is executed, for handling the acquisition image, with
Determine the occupied state of the meeting room.
Output module 530, such as the operation S330 with reference to figure 3 above description is executed, for exporting the occupied state.
In accordance with an embodiment of the present disclosure, multiple modules in module 510, processing module 520 and output module 530 are obtained
It may be incorporated in a module and realize or any one module therein can be split into multiple modules.Alternatively, these
At least partly function of one or more modules in module can be combined at least partly function of other modules, and one
It is realized in a module.In accordance with an embodiment of the present disclosure, it obtains in module 510, processing module 520 and output module 530 extremely
Few one can at least be implemented partly as hardware circuit, such as field programmable gate array (FPGA), programmable logic battle array
(PLA), system on chip, the system on substrate, the system in encapsulation, specific integrated circuit (ASIC) are arranged, or can be by electricity
Road carries out the hardware such as any other rational method that is integrated or encapsulating or firmware to realize, or with software, hardware and firmware
Any one in three kinds of implementations several appropriately combined is realized with wherein any.Alternatively, obtaining module 510, processing
At least one of module 520 and output module 530 can at least be implemented partly as computer program module, when the meter
When calculation machine program module is run, corresponding function can be executed.
Fig. 6 is diagrammatically illustrated according to the computer system for being adapted for carrying out method as described above of the embodiment of the present disclosure
Block diagram.Computer system shown in Fig. 6 is only an example, should not function and use scope band to the embodiment of the present disclosure
Carry out any restrictions.
As shown in fig. 6, include processor 601 according to the computer system 600 of the embodiment of the present disclosure, it can be according to storage
It is loaded into random access storage device (RAM) 603 in the program in read-only memory (ROM) 602 or from storage section 608
Program and execute various movements appropriate and processing.Processor 601 for example may include general purpose microprocessor (such as CPU), refer to
Enable set processor and/or related chip group and/or special microprocessor (for example, specific integrated circuit (ASIC)), etc..Processing
Device 601 can also include the onboard storage device for caching purposes.Processor 601 may include for executing according to disclosure reality
Apply single treatment unit either multiple processing units of the different movements of the method flow of example.
In RAM603, it is stored with system 600 and operates required various programs and data.Processor 601, ROM602 and
RAM603 is connected with each other by bus 604.Processor 601 executes root by executing the program in ROM602 and/or RAM603
According to the various operations of the method flow of the embodiment of the present disclosure.It is noted that described program also can store except ROM602 and
In one or more memories other than RAM603.Processor 601 can also be stored in one or more of deposit by executing
Program in reservoir executes the various operations of the method flow according to the embodiment of the present disclosure.
In accordance with an embodiment of the present disclosure, system 600 can also include input/output (I/O) interface 605, input/output
(I/O) interface 605 is also connected to bus 604.System 600 can also include be connected to I/O interface 605 with one in lower component
Item is multinomial: the importation 606 including keyboard, mouse etc.；Including such as cathode-ray tube (CRT), liquid crystal display (LCD)
Deng and loudspeaker etc. output par, c 607；Storage section 608 including hard disk etc.；And including such as LAN card, modulatedemodulate
Adjust the communications portion 609 of the network interface card of device etc..Communications portion 609 executes communication process via the network of such as internet.
Driver 610 is also connected to I/O interface 605 as needed.Detachable media 611, such as disk, CD, magneto-optic disk, semiconductor
Memory etc. is mounted on as needed on driver 610, in order to be pacified as needed from the computer program read thereon
It is packed into storage section 608.
In accordance with an embodiment of the present disclosure, computer software journey may be implemented as according to the method flow of the embodiment of the present disclosure
Sequence.For example, embodiment of the disclosure includes a kind of computer program product comprising be carried on computer readable storage medium
Computer program, which includes the program code for method shown in execution flow chart.In such implementation
In example, which can be downloaded and installed from network by communications portion 609, and/or from detachable media 611
It is mounted.When the computer program is executed by processor 601, the above-mentioned function limited in the system of the embodiment of the present disclosure is executed
Energy.In accordance with an embodiment of the present disclosure, system as described above, unit, module, unit etc. can pass through computer program
Module is realized.
The disclosure additionally provides a kind of computer readable storage medium, which can be above-mentioned reality
It applies included in equipment/device/system described in example；Be also possible to individualism, and without be incorporated the equipment/device/
In system.Above-mentioned computer readable storage medium carries one or more program, when said one or multiple program quilts
When execution, the method according to the embodiment of the present disclosure is realized.
In accordance with an embodiment of the present disclosure, computer readable storage medium can be non-volatile computer-readable storage medium
Matter, such as can include but is not limited to: portable computer diskette, hard disk, random access storage device (RAM), read-only memory
(ROM), erasable programmable read only memory (EPROM or flash memory), portable compact disc read-only memory (CD-ROM), light
Memory device, magnetic memory device or above-mentioned any appropriate combination.In the disclosure, computer readable storage medium can
With to be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or
Person is in connection.For example, in accordance with an embodiment of the present disclosure, computer readable storage medium may include above-described
One or more memories other than ROM602 and/or RAM603 and/or ROM602 and RAM603.
It will be understood by those skilled in the art that the feature recorded in each embodiment and/or claim of the disclosure can
To carry out multiple combinations or/or combination, even if such combination or combination are not expressly recited in the disclosure.Particularly, exist
In the case where not departing from disclosure spirit or teaching, the feature recorded in each embodiment and/or claim of the disclosure can
To carry out multiple combinations and/or combination.All these combinations and/or combination each fall within the scope of the present disclosure.
Embodiment of the disclosure is described above.But the purpose that these embodiments are merely to illustrate that, and
It is not intended to limit the scope of the present disclosure.Although respectively describing each embodiment above, but it is not intended that each reality
Use cannot be advantageously combined by applying the measure in example.The scope of the present disclosure is defined by the appended claims and the equivalents thereof.It does not take off
From the scope of the present disclosure, those skilled in the art can make a variety of alternatives and modifications, these alternatives and modifications should all fall in this
Within scope of disclosure.
Claims (10)
1. a kind of monitoring method, comprising:
Obtain the acquisition image of meeting room；
The acquisition image is handled, with the occupied state of the determination meeting room；And
Export the occupied state.
2. according to the method described in claim 1, wherein, the processing acquisition image, to obtain accounting for for the meeting room
Include: with state
The acquisition image is handled, determines in the acquisition image whether include at least one special object；
In the case where including at least one special object in the acquisition image, determine that the meeting room is in occupied the
One state, otherwise, it determines the meeting room is in unappropriated second state.
3. according to the method described in claim 2, wherein, the special object include the face of people, hand, body, in use
Equipment or at least one of notebook.
4. according to the method described in claim 1, wherein, the processing acquisition image, with accounting for for the determination meeting room
Include: with state
By acquiring image described in housebroken Processing with Neural Network, the occupied state of the meeting room is obtained.
5. according to the method described in claim 1, wherein, the output occupied state includes:
In response to the inquiry request from terminal device, the occupied state is sent to the terminal device.
6. according to the method described in claim 1, wherein, the output occupied state includes:
The occupied state is sent to the indicator light being arranged in outside the meeting room, the indicator light is enabled to indicate the meeting
Discuss the occupied state of room.
7. according to the method described in claim 1, wherein, the output occupied state includes:
The occupied state is shown by display.
8. a kind of monitoring device, comprising:
Module is obtained, for obtaining the acquisition image of meeting room；
Processing module, for handling the acquisition image, with the occupied state of the determination meeting room；And
Output module, for exporting the occupied state.
9. a kind of electronic equipment, comprising:
Processor；And
Memory, is stored thereon with computer-readable instruction, and processor perform claim is made when described instruction is executed by processor
It is required that method described in any one of 1~7.
10. a kind of computer readable storage medium is stored thereon with computer-readable instruction, when described instruction is executed by processor
So that method described in any one of processor perform claim requirement 1~7.
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| CN110826984A (en) * | 2019-10-22 | 2020-02-21 | 恒大智慧科技有限公司 | Conference room management method and device and computer readable storage medium |
| CN112819184A (en) * | 2020-12-31 | 2021-05-18 | 中国人寿保险股份有限公司上海数据中心 | Idle meeting room detection method based on integration algorithm |
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