CN109377304A - Management method and system, readable storage medium storing program for executing are rented based on recognition of face - Google Patents
Management method and system, readable storage medium storing program for executing are rented based on recognition of face Download PDFInfo
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- CN109377304A CN109377304A CN201811049611.XA CN201811049611A CN109377304A CN 109377304 A CN109377304 A CN 109377304A CN 201811049611 A CN201811049611 A CN 201811049611A CN 109377304 A CN109377304 A CN 109377304A
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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Abstract
It is a kind of that management method and system, readable storage medium storing program for executing are rented based on recognition of face, which comprises to obtain camera acquired image, recognition of face is carried out to acquired image, obtains the face-image of pedestrian；It is matched in face-image of the preset photo library to the pedestrian, the preset photo library includes the face-image that personnel and operator staff are rented in apartment；When detecting the face-image that the pedestrian is not present in the photo library, the frequency of occurrence of the pedestrian within a preset time is obtained；When the frequency that the pedestrian occurs in the preset time reaches preset threshold, the face-image of the pedestrian is pushed into the corresponding terminal of operator staff, to inform the operator staff；The confirmation message for receiving the operator staff input, is input to the photo library for the face-image of the pedestrian.Using the above scheme, the management difficulty and workload of operator can be reduced.
Description
Technical field
The invention belongs to technical field of intelligent equipment, in particular to a kind of renting management method and be based on recognition of face
System, readable storage medium storing program for executing.
Background technique
For the apartment dedicated for taxi, the different situations such as long rent, short rent are directed to, therefore, tenant personnel become
It moves larger, causes the management work to related tenant personnel complicated.
For operator, it is commonly encountered unfamiliar people when understanding and passes in and out apartment, it is therefore desirable to access tenant often and carry out
People is lived in tenant's registration or registration of visiting together.Meanwhile local police station is investigated often, it is desirable that operator provides all Leased Personnel lists.
Above situation all brings difficult management and biggish workload to operator.
Summary of the invention
What the embodiment of the present invention solved is how to reduce the management difficulty and workload of operator.
In order to solve the above technical problems, the embodiment of the present invention provides and a kind of rents management method, base based on recognition of face
Include: to obtain camera acquired image in the management method of renting of recognition of face, face knowledge is carried out to acquired image
Not, the face-image of pedestrian is obtained；It is matched in face-image of the preset photo library to the pedestrian, the preset photograph
Valut includes the face-image that personnel and operator staff are rented in apartment；Institute is not present in the photo library when detecting
When stating the face-image of pedestrian, the frequency of occurrence of the pedestrian within a preset time is obtained；When the pedestrian is when described default
When the frequency of interior appearance reaches preset threshold, the face-image of the pedestrian is pushed into operator staff corresponding end
End, to inform the operator staff；The confirmation message for receiving the operator staff input, by the pedestrian's
Face-image is input to the photo library.
Optionally, described to obtain the frequency of occurrence of the pedestrian within a preset time, comprising: to obtain the pedestrian described
Frequency of occurrence in preset time, in the image acquisition region of same camera.
Optionally, the face-image by the pedestrian pushes to the corresponding terminal of operator staff, comprising: will
The location information of the face-image of the pedestrian and corresponding camera pushes to the corresponding terminal of operator staff.
Optionally, the position of the camera comprises at least one of the following: floor entrance, room doorway.
Optionally, the face-image by the pedestrian pushes to the corresponding terminal of operator staff, comprising: when
When the number of the pedestrian identified in acquired image is multiple, and there are pedestrians described at least one in the photo library
When face-image, the face-image of other pedestrians in the acquired image is pushed into the operator staff couple
The terminal answered.
Management system is rented based on recognition of face in order to solve the above technical problems, the embodiment of the invention also discloses a kind of
System, comprising: acquisition device carries out recognition of face to acquired image, gone for obtaining camera acquired image
The face-image of people；Processing unit, it is described default for being matched in face-image of the preset photo library to the pedestrian
Photo library include face-image that personnel and operator staff are rented in apartment；It is not deposited when detecting in the photo library
In the face-image of the pedestrian, the frequency of occurrence of the pedestrian within a preset time is obtained；When the pedestrian is described pre-
If the frequency occurred in the time reaches preset threshold, it is corresponding that the face-image of the pedestrian is pushed into operator staff
Terminal, to inform the operator staff；The confirmation message for receiving the operator staff input, by the row
The face-image of people is input to the photo library；Reception device, the face of the pedestrian for receiving the processing unit push
Portion's image.
Optionally, the processing unit, for obtaining the pedestrian in the preset time, in the figure of same camera
As the frequency of occurrence in pickup area.
Optionally, the processing unit, for believing the position of the face-image of the pedestrian and corresponding camera
Breath pushes to the corresponding terminal of operator staff.
Optionally, the position of the camera comprises at least one of the following: floor entrance, room doorway.
Optionally, the processing unit, for when the number of the pedestrian identified in acquired image be it is multiple when, and
There are when the face-image of pedestrian described at least one in the photo library, by other pedestrians' in the acquired image
Face-image pushes to the corresponding terminal of the operator staff.
The embodiment of the invention also discloses a kind of readable storage medium storing program for executing, computer readable storage medium is non-volatile memories
Medium or non-transitory storage media, are stored thereon with computer instruction, and the computer instruction executes any of the above-described kind when running
It is described based on recognition of face the step of renting management method.
The embodiment of the invention also provides a kind of to rent management system, including memory and processing based on recognition of face
Device, the computer instruction that can be run on the processor is stored on the memory, and the processor runs the calculating
Machine instruct when execute any of the above-described kind described in based on recognition of face the step of renting management method.
Compared with prior art, the technical solution of the embodiment of the present invention has the advantages that
According to the photo library comprising apartment lodger and operator staff's face-image, in conjunction with acquired image
Matched, only same administrative staff of the matching to increase unregistered lodger or lodger newly when, notice operator staff into
Row, which is visited, registers confirmation.This programme is middle by artificial registration or non-registration one by one compared with the existing technology, by system and manually
The mode combined not only ensure that management work was normally implemented, but also reduce the management difficulty and workload for hiring out operator.
Detailed description of the invention
Fig. 1 is a kind of flow chart for renting management method based on recognition of face of the embodiment of the present invention；
Fig. 2 is the flow chart of renting management method of the another kind of the embodiment of the present invention based on recognition of face；
Fig. 3 is a kind of schematic diagram for renting management system based on recognition of face of the embodiment of the present invention.
Specific embodiment
In the prior art, for the apartment dedicated for taxi, the different situations such as long rent, short rent are directed to, therefore,
Tenant personnel variation is larger, causes the management work to related tenant personnel complicated.For operator, it is commonly encountered not when understanding
Known people passes in and out apartment, it is therefore desirable to access tenant's progress tenant's registration often or people is lived in registration of visiting together.Meanwhile it sending
Often it investigates, it is desirable that operator provides all Leased Personnel lists.Above situation all to operator bring difficult management and compared with
Big workload.
In the embodiment of the present invention, by according to the photo comprising apartment lodger and operator staff's face-image
Library is matched in conjunction with acquired image, when only matching to increase the same administrative staff of unregistered lodger or lodger newly, is led to
Know that operator staff carries out registration confirmation of visiting.This programme compared with the existing technology manually register one by one or do not step on by middle rely on
Note, through system by way of manually combining, not only ensure that management work was normally implemented, but also reduce the pipe for hiring out operator
Manage difficulty and workload.
It is understandable to enable above-mentioned purpose of the invention, feature and beneficial effect to become apparent, with reference to the accompanying drawing to this
The specific embodiment of invention is described in detail.
The embodiment of the invention provides a kind of to rent management method based on recognition of face, referring to Fig.1, below by way of specific
Step is described in detail.
Fig. 1 is a kind of flow chart for renting management method based on recognition of face of the embodiment of the present invention.
Step S101 obtains camera acquired image, carries out recognition of face to acquired image, obtains pedestrian's
Face-image.
In specific implementation, when pedestrian passes through camera, and the face of pedestrian appears in the Image Acquisition model of camera
When enclosing interior, camera can detect the pedestrian of process automatically and carry out Image Acquisition.Camera can incite somebody to action after collecting image
Acquired image is sent to preparatory associated controlling terminal.Controlling terminal can carry out recognition of face to acquired image,
Obtain the face-image of the pedestrian.
In an embodiment of the present invention, the face-image of the pedestrian is stored in the form of photo, but is not limited only to this kind
Form.Operator can be stored according to the actual demand of oneself with other forms such as video recordings.Meanwhile operator can choose not
The camera of same type carries out recognition of face, as long as can achieve the effect that the face-image for obtaining the pedestrian, unlimited
Type, the function etc. of fixed specific camera.
In specific implementation, the position of the camera can be set in floor entrance, also can be set in room door
Mouthful.When the number of camera is multiple, part of camera be can be set in floor entrance, and camera setting in part exists
Room doorway.It is understood that operator can choose described in other position settings according to the different situations in different apartments
Camera, such as apartment entrance etc., the embodiment of the present invention does not repeat.
In an embodiment of the present invention, the camera is arranged on apartment floor entrance and room doorway.In multiple rows
People passes through camera, and when the face of pedestrian is appeared in the image-capture field of camera, is compared to apartment discrepancy
The position of mouth, by pedestrian's negligible amounts of floor entrance and room doorway.Therefore, camera is arranged to go out in apartment floor
Entrance and room doorway can appear in the image-capture field of same camera to avoid excessive pedestrian, adopt the same time
It can effective noise reduction when collecting pedestrian image.And then judge whether pedestrian is that personnel and operator work are rented in the apartment subsequent
When making the same administrative staff of personnel, the speed of judgement had not only been improved, but also has reduced the adverse effect to judging result.
Step S102 is matched, the preset photo library in face-image of the preset photo library to the pedestrian
The face-image of personnel and operator staff are rented including apartment.
In specific implementation, personnel are rented in the apartment that operator can be obtained in different ways in the preset photo library
And the face-image of operator staff.For example, obtaining its face-image when the apartment personnel of renting move in, in institute
Its face-image etc. is obtained when stating operator staff's registration.Meanwhile operator can also be moved according to above-noted persons or
The conditions such as the length of time of registration, timing or not timing update the face-image.
In specific implementation, when identifying the face-image of the pedestrian, can also obtain face-image it is corresponding when
Between information and location information.Wherein, according to the working method of different operators, different modes is can choose and obtain the position letter
Breath, for example, location information of the selection comprising its acquisition directly in the face-image, it can also be by corresponding acquisition camera
Number, name etc., number, name information in the face-image comprising camera etc. obtain the face figure with corresponding
The position of picture.
In specific implementation, it can be based on face recognition technology, in the preset photo library to the face of the pedestrian
Image is matched, therefore operator can select different type, different function etc. according to itself different tendentiousness demand
Face recognition technology is matched.
In specific implementation, after face-image of the preset photo library to the pedestrian matches, if matching is consistent,
Then judge that the pedestrian rents personnel or operator staff for the apartment, therefore can not notify operator staff,
Only the face-image of the obtained pedestrian is input in the default photo library, to significantly reduce the work of operator
It measures.
It in specific implementation, can be by the row when face-image of the pedestrian is judged as the face-image of more people
The face-image of people judges that it is to state apartment if matching is consistent with the photo storehouse matching one by one according to certain sequence
Personnel or operator staff are rented, therefore does not notify operator staff, only schemes the face of the obtained pedestrian
As being input in the default photo library；When the face-image for stating pedestrian fails equal consistent with the photo storehouse matching, then execute
Step S103.
Step S103 obtains the pedestrian when detecting the face-image that the pedestrian is not present in the photo library
Frequency of occurrence within a preset time.
In specific implementation, the available pedestrian is in the preset time, in the Image Acquisition of same camera
Frequency of occurrence in region.
In specific implementation, the face-image of the pedestrian is judged as the face-image of a people, and detects the photograph
When the face-image of the pedestrian being not present in valut, the frequency of occurrence of the pedestrian within a preset time is obtained, and then execute
Step S104.
In specific implementation, the face-image of the pedestrian is judged as the face-image of more people, and detects the photograph
When the face-image of any pedestrian being not present in valut, the frequency of occurrence of the pedestrian within a preset time is obtained, and then execute
Step S104.
Step S104, when the frequency that the pedestrian occurs in the preset time reaches preset threshold, by the row
The face-image of people pushes to the corresponding terminal of operator staff, to inform the operator staff.
In specific implementation, the frequency that the preset time occurs reaches preset threshold, can be according to different apartments not
It is set with situation is entered and left, the range set rents personnel as the apartment and operator staff goes out within a certain period of time
Enter the reasonable frequency in apartment.For example, one week more than 3 times or more etc..
In specific implementation, the face-image of the pedestrian is judged as the face-image of a people, and detects the photograph
The face-image of the pedestrian is not present in valut, the frequency that the pedestrian occurs in the preset time reaches preset threshold
When, the pedestrian is judged to increase the unregistered apartment newly and renting personnel and operator staff, and then the pedestrian
Face-image push to the corresponding terminal of operator staff, to inform the operator staff.
In specific implementation, the face-image of the pedestrian is judged as the face-image of more people, and detects the photograph
The face-image of any pedestrian is not present in valut, the frequency that any pedestrian occurs in the preset time reaches default
When threshold value, judge that the pedestrian is to increase the unregistered apartment newly to rent personnel and operator staff, Huo Zhewei
The same administrative staff of personnel and operator staff are rented in the apartment, and then the face-image of the pedestrian pushes to fortune
The corresponding terminal of battalion side staff, to inform the operator staff.
In specific implementation, the face-image of the pedestrian is judged as the face-image of more people, and detects the photograph
There are the face-image of any pedestrian in valut, judge that other pedestrians in the acquired image are unregistered to increase newly
The apartment rent personnel and operator staff, or rent personnel and operator staff for the apartment
Same administrative staff, and then the face-image of other pedestrians pushes to the corresponding terminal of operator staff, to inform
State operator staff.
In specific implementation, the location information of the face-image of the pedestrian and corresponding camera can be pushed to
The corresponding terminal of operator staff.
Step S105 receives the confirmation message of the operator staff input, and the face-image of the pedestrian is defeated
Enter to the photo library.
In specific implementation, after the process of step S101 to S105, the face-image of the obtained pedestrian not by
It is judged as that personnel and operator staff are rented in the apartment, is not also judged as the apartment and rents personnel and fortune
The same administrative staff of battalion side staff does not need notice operator work then the pedestrian can be solely visitor, maintenance personal etc.
Make personnel's registration, does not also need the face-image of the pedestrian being input to the photo library.
Fig. 2 is the flow chart of renting management method of the another kind of the embodiment of the present invention based on recognition of face.
S201, camera collect image.
S202 judges whether to be identified as face, if described image is identified as face, S203 is entered step, if unidentified
For face, then S201 is entered step.
S203 judges whether face number is 1, if the face number of identification is 1, S204 is entered step, if face number is more
It is a, then enter step S211.
S204 judges whether to enter step with photo storehouse matching if the face identified and photo storehouse matching
S210 enters step S205 if mismatching with photo library.
S205 obtains the frequency of occurrence in pedestrian's preset time.
S206, judges whether the frequency occurred reaches preset threshold, if the frequency of occurrence in pedestrian's preset time reaches
To preset threshold, then S207 is entered step, if the frequency occurred is not up to preset threshold, enters step S208.
S207 pushes information to operator staff.
The face-image of the pedestrian after operator staff confirmation, is inputted photo library by S208.
S209 does not push information to operator staff.
S210 does not push information to operator staff, and the face-image of the pedestrian is inputted photo library.
S211 judges whether whole faces and photo storehouse matching, if multiple faces enter step all with photo storehouse matching
Rapid S210, if not whole faces and photo storehouse matching, then enter step S212.
S212, sequence obtain the frequency of occurrence in pedestrian's preset time.
S213, judges whether the frequency occurred reaches preset threshold, if the frequency of occurrence in pedestrian's preset time reaches pre-
If threshold value then enters step S207, if the frequency occurred is not up to preset threshold, S209 is entered step.
In the embodiment of the present invention, by according to the photo comprising apartment lodger and operator staff's face-image
Library is matched in conjunction with acquired image, when only matching to increase the same administrative staff of unregistered lodger or lodger newly, is led to
Know that operator staff carries out registration confirmation of visiting.This programme compared with the existing technology manually register one by one or do not step on by middle rely on
Note, through system by way of manually combining, not only ensure that management work was normally implemented, but also reduce the pipe for hiring out operator
Manage difficulty and workload.
Referring to Fig. 3, the embodiment of the invention also provides a kind of to rent management system 30, including acquisition based on recognition of face
Device 301, processing unit 302, reception device 303.
Wherein, the acquisition unit 301, for obtaining camera acquired image, to the acquired image into
Row recognition of face obtains the face-image of pedestrian；
The processing unit 302, it is described pre- for being matched in face-image of the preset photo library to the pedestrian
If photo library include face-image that personnel and operator staff are rented in apartment；When detecting in the photo library not
There are when the face-image of the pedestrian, the frequency of occurrence of the pedestrian within a preset time is obtained；When the pedestrian is described
When the frequency occurred in preset time reaches preset threshold, the face-image of the pedestrian is pushed into operator staff couple
The terminal answered, to inform the operator staff；The confirmation message for receiving the operator staff input, will be described
The face-image of pedestrian is input to the photo library；
The receiving unit 303, the face-image of the pedestrian for receiving the processing unit push.
In specific implementation, the processing unit 302 can be used for obtaining the pedestrian in the preset time,
Frequency of occurrence in the image acquisition region of same camera.
In specific implementation, the processing unit 302 can be used for the face-image of the pedestrian and corresponding take the photograph
As the location information of head pushes to the corresponding terminal of operator staff.
In specific implementation, the position of the camera comprises at least one of the following: floor entrance, room doorway.
In specific implementation, the processing unit 302, for the pedestrian that can be used for identifying in acquired image
When number is multiple, and there are when the face-image of pedestrian described at least one in the photo library, by the acquired image
In the face-image of other pedestrians push to the corresponding terminal of the operator staff.
The embodiment of the invention also provides a kind of readable storage medium storing program for executing, computer readable storage medium is non-volatile memories
Medium or non-transitory storage media, are stored thereon with computer instruction, and it is above-mentioned that the present invention is executed when the computer instruction is run
There is provided in embodiment based on recognition of face the step of renting management method.
The embodiment of the invention also provides the means for correctings that ad traffic on a kind of line is distributed, including memory and processing
Device is stored with the computer instruction that can be run on the processor on the memory, calculates shown in the processor operation
Machine instruct when, execute the above embodiment of the present invention in provide it is described based on recognition of face the step of renting management method.
Those of ordinary skill in the art will appreciate that all or part of the steps in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can store in any computer readable storage medium storing program for executing, deposit
Storage media may include: ROM, RAM, disk or CD etc..
Although present disclosure is as above, present invention is not limited to this.Anyone skilled in the art are not departing from this
It in the spirit and scope of invention, can make various changes or modifications, therefore protection scope of the present invention should be with claim institute
Subject to the range of restriction.
Claims (12)
1. a kind of rent management method based on recognition of face characterized by comprising
Camera acquired image is obtained, recognition of face is carried out to the acquired image, obtains the face-image of pedestrian；
It is matched in face-image of the preset photo library to the pedestrian, the preset photo library includes apartment lodger
The face-image of member and operator staff；
When detecting the face-image that the pedestrian is not present in the photo library, the pedestrian is obtained within a preset time
Frequency of occurrence；
When the frequency that the pedestrian occurs in the preset time reaches preset threshold, the face-image of the pedestrian is pushed away
Terminal corresponding to operator staff is sent, to inform the operator staff；
The confirmation message for receiving the operator staff input, is input to the photo for the face-image of the pedestrian
Library.
2. renting management method based on recognition of face as described in claim 1, which is characterized in that described to obtain the pedestrian
Frequency of occurrence within a preset time, comprising:
Obtain frequency of occurrence of the pedestrian in the preset time, in the image acquisition region of same camera.
3. renting management method based on recognition of face as claimed in claim 2, which is characterized in that described by the pedestrian's
Face-image pushes to the corresponding terminal of operator staff, comprising:
It is corresponding that the location information of the face-image of the pedestrian and corresponding camera is pushed into operator staff
Terminal.
4. renting management method based on recognition of face as claimed in claim 3, which is characterized in that the position of the camera
It comprises at least one of the following: floor entrance, room doorway.
5. renting management method based on recognition of face as described in claim 1, which is characterized in that described by the pedestrian's
Face-image pushes to the corresponding terminal of operator staff, comprising:
When the number of the pedestrian identified in acquired image is multiple, and there are described at least one in the photo library
When the face-image of pedestrian, the face-image of other pedestrians in the acquired image is pushed into the operator and is worked
The corresponding terminal of personnel.
6. a kind of rent management system based on recognition of face characterized by comprising
Acquisition device carries out recognition of face to the acquired image, is gone for obtaining camera acquired image
The face-image of people；
Processing unit, for being matched in face-image of the preset photo library to the pedestrian, the preset photo library
The face-image of personnel and operator staff are rented including apartment；The row is not present in the photo library when detecting
When the face-image of people, the frequency of occurrence of the pedestrian within a preset time is obtained；When the pedestrian is in the preset time
When the frequency of appearance reaches preset threshold, the face-image of the pedestrian is pushed into the corresponding terminal of operator staff,
To inform the operator staff；The confirmation message for receiving the operator staff input, by the face of the pedestrian
Portion's image is input to the photo library；
Reception device, the face-image of the pedestrian for receiving the processing unit push.
7. renting management system based on recognition of face as claimed in claim 6, which is characterized in that the processing unit is used
In frequency of occurrence of the acquisition pedestrian in the preset time, in the image acquisition region of same camera.
8. renting management system based on recognition of face as claimed in claim 7, which is characterized in that the processing unit is used
In the location information of the face-image of the pedestrian and corresponding camera is pushed to operator staff corresponding end
End.
9. renting management system based on recognition of face as claimed in claim 8, which is characterized in that the position of the camera
It comprises at least one of the following: floor entrance, room doorway.
10. renting management system based on recognition of face as claimed in claim 6, which is characterized in that the processing unit is used
In when the number of the pedestrian identified in acquired image is multiple, and there are rows described at least one in the photo library
When the face-image of people, the face-image of other pedestrians in the acquired image is pushed into the operator work people
The corresponding terminal of member.
11. a kind of computer readable storage medium, the computer readable storage medium is non-volatile memory medium or non-wink
State storage medium, is stored thereon with computer instruction, which is characterized in that perform claim requires 1 when the computer instruction is run
To described in any one of 5 based on recognition of face the step of renting management method.
12. a kind of rent management system, including memory and processor based on recognition of face, being stored on the memory can
The computer instruction run on the processor, which is characterized in that the processor executes when running the computer instruction
It is described in any one of claim 1 to 5 based on recognition of face the step of renting management method.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811049611.XA CN109377304A (en) | 2018-09-10 | 2018-09-10 | Management method and system, readable storage medium storing program for executing are rented based on recognition of face |
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|---|---|---|---|
| CN201811049611.XA CN109377304A (en) | 2018-09-10 | 2018-09-10 | Management method and system, readable storage medium storing program for executing are rented based on recognition of face |
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| CN109377304A true CN109377304A (en) | 2019-02-22 |
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| CN201811049611.XA Pending CN109377304A (en) | 2018-09-10 | 2018-09-10 | Management method and system, readable storage medium storing program for executing are rented based on recognition of face |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110070687A (en) * | 2019-03-18 | 2019-07-30 | 苏州凸现信息科技有限公司 | A kind of intelligent safety defense monitoring system and its working method based on motion analysis |
| CN113313867A (en) * | 2021-04-21 | 2021-08-27 | 广州珠江住房租赁发展投资有限公司 | Safety protection method and system suitable for public rental housing community and field construction |
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