CN109829782A - Cigarette sells control method and device, storage medium and electronic equipment - Google Patents
Cigarette sells control method and device, storage medium and electronic equipment Download PDFInfo
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- CN109829782A CN109829782A CN201910003246.7A CN201910003246A CN109829782A CN 109829782 A CN109829782 A CN 109829782A CN 201910003246 A CN201910003246 A CN 201910003246A CN 109829782 A CN109829782 A CN 109829782A
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- 235000019504 cigarettes Nutrition 0.000 title claims abstract description 200
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- 230000006399 behavior Effects 0.000 claims description 11
- 238000013527 convolutional neural network Methods 0.000 claims description 11
- 239000000284 extract Substances 0.000 claims description 6
- 238000012549 training Methods 0.000 claims description 6
- 239000000779 smoke Substances 0.000 claims description 5
- 238000004590 computer program Methods 0.000 claims description 4
- 230000004044 response Effects 0.000 claims description 4
- 238000005516 engineering process Methods 0.000 abstract description 4
- 238000007405 data analysis Methods 0.000 abstract description 2
- 238000012545 processing Methods 0.000 description 12
- 230000000391 smoking effect Effects 0.000 description 9
- 238000010586 diagram Methods 0.000 description 7
- 238000000605 extraction Methods 0.000 description 7
- 238000004891 communication Methods 0.000 description 5
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- XEEYBQQBJWHFJM-UHFFFAOYSA-N Iron Chemical compound [Fe] XEEYBQQBJWHFJM-UHFFFAOYSA-N 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 230000005611 electricity Effects 0.000 description 2
- 230000036541 health Effects 0.000 description 2
- 230000005802 health problem Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000001133 acceleration Effects 0.000 description 1
- 230000006978 adaptation Effects 0.000 description 1
- 230000003044 adaptive effect Effects 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 238000013528 artificial neural network Methods 0.000 description 1
- 210000004027 cell Anatomy 0.000 description 1
- 238000006243 chemical reaction Methods 0.000 description 1
- 239000000470 constituent Substances 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 238000013135 deep learning Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
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- 230000003993 interaction Effects 0.000 description 1
- 229910052742 iron Inorganic materials 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
- 239000002304 perfume Substances 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 230000003014 reinforcing effect Effects 0.000 description 1
- 239000004065 semiconductor Substances 0.000 description 1
- 235000013599 spices Nutrition 0.000 description 1
- 210000000352 storage cell Anatomy 0.000 description 1
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- Control Of Vending Devices And Auxiliary Devices For Vending Devices (AREA)
Abstract
The invention discloses a kind of cigarettes to sell control method and device, storage medium and electronic equipment, it is related to field of computer technology, applied in the scene sold using big data analysis method control cigarette, it includes: the identification card number information for obtaining and being sent by cigarette vending machine which, which sells control method,；If the age information in identification card number information meets the age requirement of purchase cigarette, shooting instruction is sent to cigarette vending machine, to obtain the image of the current buyer by cigarette vending machine shooting；The image of the image of the current buyer of the shooting identity card owner corresponding with identification card number information is compared；If the images match of the image identity card owner corresponding with identification card number information of the current buyer of shooting, it is verified instruction to cigarette vending machine transmission, sells operation to control cigarette vending machine execution.The disclosure is it is possible to prevente effectively from minor buys cigarette.
Description
Technical field
This disclosure relates to which field of computer technology, sells control method in particular to a kind of cigarette, cigarette sells control
Device, storage medium and electronic equipment processed.
Background technique
Automatic vending machine (Vending Machine, VEM) is the machine based on the automatic shipment of the current payment behavior of buyer
Device.Automatic vending machine is the commonly used equipment of business automation, it is not limited by time, place, can save manpower, facilitate friendship
It easily, is a kind of completely new retailing form.Currently, automatic vending machine is more and more common, be widely used in station,
The places such as iron station, office building.
The one kind of automatic cigarette vending machine as automatic vending machine provides the service that cigarette is sold for buyer.However, not
Adult buy cigarette be it is forbidden, how to avoid minor from buying cigarette and have become such vending machine supplier and primarily examine
The problem of worry.
Currently, having existed band smart card except in the case of needing duty personnel artificially and preventing minor from buying cigarette
Automatic cigarette vending machine, user need cigarette is bought by way of swiping the card, and only has age 18 years old or more user
The smart card of automatic cigarette vending machine can be bought.However, this not can avoid still minor by some approach (e.g., theft,
Other people grant) it obtains smart card and buys the behavior of cigarette.
It should be noted that information is only used for reinforcing the reason to the background of the disclosure disclosed in above-mentioned background technology part
Solution, therefore may include the information not constituted to the prior art known to persons of ordinary skill in the art.
Summary of the invention
The disclosure be designed to provide a kind of cigarette sells control method, cigarette sells control device, storage medium and
Electronic equipment, and then minor caused by the limitation and defect due to the relevant technologies is overcome to buy at least to a certain extent
The behavior of cigarette.
According to one aspect of the disclosure, a kind of cigarette is provided and sells control method, be applied to by cigarette vending machine into
The scene that cigarette of holding or participate in a prayer service at a temple is sold, it includes: the identification card number information for obtaining and being sent by cigarette vending machine that cigarette, which sells control method,；If
Age information in identification card number information meets the age requirement of purchase cigarette, then sends shooting instruction to cigarette vending machine, with
Just the image of the current buyer by cigarette vending machine shooting is obtained；The image of the current buyer of shooting and identification card number are believed
The image for ceasing the corresponding identity card owner is compared；If the image and identification card number information pair of the current buyer of shooting
The images match of the identity card owner answered is then verified instruction to cigarette vending machine transmission, to control cigarette vending machine
Operation is sold in execution.
Optionally, cigarette vending machine is equipped with identity card reader；Wherein, the identity card sent by cigarette vending machine is obtained
Number information includes: to obtain identity card reader to read the identity card that current buyer provides and the identification card number information generated.
Optionally, cigarette sells control method further include: sends image acquisition request to Ministry of Public Security's system；Wherein, image
Acquisition request includes identification card number information；The identification card number information pair for obtaining Ministry of Public Security's system response image acquisition request and sending
The image of the identity card owner answered.
Optionally, by the image of the image of the current buyer of the shooting identity card owner corresponding with identification card number information
Be compared includes: to construct the histogram of the image of current buyer of shooting as the first histogram, and construct identity card
The histogram of the image of number corresponding identity card owner of information is as the second histogram；Calculate the first histogram and the second histogram
The similarity of figure；Wherein, if the similarity of the first histogram and the second histogram is greater than the first preset threshold, what is shot works as
The images match of the image of the preceding buyer identity card owner corresponding with identification card number information.
Optionally, by the image of the image of the current buyer of the shooting identity card owner corresponding with identification card number information
Be compared include: using one training after convolutional neural networks extract current buyer image feature vector as first
Feature vector；Made using the feature vector that convolutional neural networks extract the image of the corresponding identity card owner of identification card number information
For second feature vector；Calculate the cosine similarity of first eigenvector and second feature vector；Wherein, if it is calculated remaining
String similarity is greater than the second preset threshold, the then image of the current buyer shot identity card institute corresponding with identification card number information
The images match for the person of having.
Optionally, if the figure of the image identity card owner corresponding with identification card number information of the current buyer of shooting
As matching, then cigarette sells control method further include: determines the quantity of purchase cigarette in current one preset time period of buyer；Such as
The quantity that fruit buys cigarette is greater than a preset quantity, then prompts current buyer to smoke excessive.Wherein, buyer successfully purchases every time
When buying cigarette, the buying behavior of the buyer is recorded.
Optionally, after the image for obtaining the current buyer shot by cigarette vending machine, cigarette sells control method also
Include: the image that fugitive personnel are determined from public security system, by the image of the current buyer shot by cigarette vending machine with
The image for escaping personnel is compared；If by the image of the current buyer of cigarette vending machine shooting and the image of fugitive personnel
Match, then to public security system alert, so that task is arrested in public security deployment；Wherein, warning message includes cigarette vending machine
Location information.
According to one aspect of the disclosure, a kind of cigarette is provided and sells control device, which sells control device can be with
Including identity information acquisition module, shooting instruction sending module, image comparison module and pass through instruction sending module.
Specifically, identity information acquisition module can be used for obtaining the identification card number information sent by cigarette vending machine；It claps
If taking the photograph the age requirement that the age information that instruction sending module can be used in identification card number information meets purchase cigarette, to
Cigarette vending machine sends shooting instruction, to obtain the image of the current buyer by cigarette vending machine shooting；Image compares mould
The image of the image for the current buyer that block can be used for the to shoot identity card owner corresponding with identification card number information carries out
Compare；If the image body corresponding with identification card number information for passing through the current buyer that instruction sending module can be used for shooting
The images match of part card owner, then be verified instruction to cigarette vending machine transmission, so that behaviour is sold in cigarette vending machine execution
Make.
Optionally, cigarette vending machine is equipped with identity card reader；Wherein, identity information acquisition module may include identity
Information acquisition unit.
Specifically, identity information acquiring unit, which can be used for obtaining identity card reader, reads the body that current buyer provides
Part demonstrate,proves and the identification card number information of generation.
Optionally, it can also include image acquisition request sending module and image collection module that cigarette, which sells control device,.
Specifically, image acquisition request sending module can be used for sending image acquisition request to Ministry of Public Security's system；Wherein,
Image acquisition request includes identification card number information；Image collection module, which can be used for obtaining the acquisition of Ministry of Public Security's system response image, asks
The image of the corresponding identity card owner of identification card number information asked and sent.
Optionally, image comparison module may include histogram construction unit and histogram similarity calculated.
Specifically, histogram construction unit can be used for constructing the histogram of the image of the current buyer of shooting as
One histogram, and construct the corresponding identity card owner of identification card number information image histogram as the second histogram；
Histogram similarity calculated can be used for calculating the similarity of the first histogram and the second histogram；Wherein, if first
The similarity of histogram and the second histogram is greater than the first preset threshold, the then image and identification card number of the current buyer shot
The images match of the corresponding identity card owner of information.
Optionally, image comparison module may include fisrt feature extraction unit, second feature extraction unit and feature phase
Like degree computing unit.
Specifically, fisrt feature extraction unit can be used for extracting current purchase using the convolutional neural networks after a training
The feature vector of the image of person is as first eigenvector；Second feature extraction unit can be used for mentioning using convolutional neural networks
Take the feature vector of the image of the corresponding identity card owner of identification card number information as second feature vector；Characteristic similarity meter
Calculating unit can be used for calculating the cosine similarity of first eigenvector Yu second feature vector；Wherein, if it is calculated remaining
String similarity is greater than the second preset threshold, the then image of the current buyer shot identity card institute corresponding with identification card number information
The images match for the person of having.
Optionally, it can also include quantity determining module and excessive cue module of smoking that cigarette, which sells control device,.
Specifically, quantity determining module is determined for the number of purchase cigarette in current one preset time period of buyer
Amount；If the quantity that excessive cue module of smoking can be used for buying cigarette is greater than a preset quantity, current buyer is prompted
Smoking is excessive.
Optionally, it can also include that fugitive personnel's image comparison module and warning message send mould that cigarette, which sells control device,
Block.
Specifically, fugitive personnel's image comparison module can be used for determining the image of fugitive personnel from public security system, it will
It is compared by the image of the current buyer of cigarette vending machine shooting with the image of fugitive personnel；Warning message sending module can
If with the images match of the image of the current buyer for being shot by cigarette vending machine and fugitive personnel, to public security system
Alert, so that task is arrested in public security deployment；Wherein, warning message includes the location information of cigarette vending machine.
According to one aspect of the disclosure, a kind of storage medium is provided, computer program, computer program are stored thereon with
Realize that the cigarette of above-mentioned any one sells control method when being executed by processor.
According to one aspect of the disclosure, a kind of electronic equipment is provided, comprising: processor；And memory, for storing
The executable instruction of processor；Wherein, processor is configured to execute the perfume (or spice) of above-mentioned any one via executable instruction is executed
Cigarette sells control method.
In the technical solution provided by some embodiments of the present disclosure, by the image of current buyer and current buyer
The corresponding image of the identity card of offer is compared, and the age requirement of purchase cigarette whether is met with the current buyer of determination, such as
Fruit meets, then controls cigarette vending machine execution and sell operation.The scheme of the disclosure may insure only based on the mode that image compares
Cigarette, which is sold, gives the age satisfactory buyer, it is possible to prevente effectively from minor buys the behavior of cigarette.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not
The disclosure can be limited.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure
Example, and together with specification for explaining the principles of this disclosure.It should be evident that the accompanying drawings in the following description is only the disclosure
Some embodiments for those of ordinary skill in the art without creative efforts, can also basis
These attached drawings obtain other attached drawings.In the accompanying drawings:
Fig. 1 diagrammatically illustrates the flow chart that cigarette according to an exemplary embodiment of the present disclosure sells control method；
Fig. 2 diagrammatically illustrates the box that control device is sold according to the cigarette of the first illustrative embodiments of the disclosure
Figure；
Fig. 3 diagrammatically illustrates the block diagram of identity information acquisition module according to an exemplary embodiment of the present disclosure；
Fig. 4 diagrammatically illustrates the box that control device is sold according to the cigarette of the second illustrative embodiments of the disclosure
Figure；
Fig. 5 diagrammatically illustrates the block diagram of image comparison module according to an exemplary embodiment of the present disclosure；
Fig. 6 diagrammatically illustrates the block diagram of the image comparison module of the another exemplary embodiment according to the disclosure；
Fig. 7 diagrammatically illustrates the box that control device is sold according to the cigarette of the third illustrative embodiments of the disclosure
Figure；
Fig. 8 diagrammatically illustrates the box that control device is sold according to the cigarette of the 4th illustrative embodiments of the disclosure
Figure；
Fig. 9 shows the schematic diagram of storage medium according to an exemplary embodiment of the present disclosure；And
Figure 10 diagrammatically illustrates the block diagram of electronic equipment according to an exemplary embodiment of the present disclosure.
Specific embodiment
Example embodiment is described more fully with reference to the drawings.However, example embodiment can be with a variety of shapes
Formula is implemented, and is not understood as limited to example set forth herein；On the contrary, thesing embodiments are provided so that the disclosure will more
Fully and completely, and by the design of example embodiment comprehensively it is communicated to those skilled in the art.Described feature, knot
Structure or characteristic can be incorporated in any suitable manner in one or more embodiments.In the following description, it provides perhaps
More details fully understand embodiment of the present disclosure to provide.It will be appreciated, however, by one skilled in the art that can
It is omitted with technical solution of the disclosure one or more in the specific detail, or others side can be used
Method, constituent element, device, step etc..In other cases, be not shown in detail or describe known solution to avoid a presumptuous guest usurps the role of the host and
So that all aspects of this disclosure thicken.
In addition, attached drawing is only the schematic illustrations of the disclosure, it is not necessarily drawn to scale.Identical attached drawing mark in figure
Note indicates same or similar part, thus will omit repetition thereof.Some block diagrams shown in the drawings are function
Energy entity, not necessarily must be corresponding with physically or logically independent entity.These function can be realized using software form
Energy entity, or these functional entitys are realized in one or more hardware modules or integrated circuit, or at heterogeneous networks and/or place
These functional entitys are realized in reason device device and/or microcontroller device.
Flow chart shown in the drawings is merely illustrative, it is not necessary to including all steps.For example, the step of having
It can also decompose, and the step of having can merge or part merges, therefore the sequence actually executed is possible to according to the actual situation
Change.
Cigarette described below sells control method and cigarette sells control device and can be applied to pass through cigarette vending machine
The scene that cigarette is sold is carried out, and the mode for being specifically based on big data analysis determines whether cigarette can be sold to current purchase
Person.
Each step that cigarette described in the disclosure is sold in control method can be implemented by a server, the server
It can be communicated to connect with the cigarette vending machine for being deployed in each corner in city, for example, the server can be cigarette vending machine supply
The service platform of quotient.In this case, the cigarette of the disclosure is sold control device and be may include in the server.In addition,
Each step that the cigarette of the disclosure sells control method can also be implemented by the processing unit being deployed in each cigarette vending machine,
The disclosure does not do any restrictions to this.
The cigarette that Fig. 1 diagrammatically illustrates the illustrative embodiments of the disclosure sells the flow chart of control method.With reference to
Fig. 1, cigarette are sold control method and be may comprise steps of:
S12. the identification card number information sent by cigarette vending machine is obtained.
In the case where a buyer is intended to buy cigarette by cigarette vending machine, cigarette vending machine can be mentioned accordingly
Show, to obtain the identification card number information of buyer.
According to some embodiments of the present disclosure, cigarette vending machine is equipped with identity card reader.Firstly, buyer can example
The purchase button on the human-computer interaction interface of cigarette vending machine is such as clicked, cigarette vending machine can accuse by the way of voice prompting
Know that identity card is placed in the reading position of identity card reader by buyer.Alternatively, the sensor configured on cigarette vending machine can
To perceive the position of buyer, when buyer at a distance from cigarette vending machine less than a pre-determined distance (for example, 30 centimetres) when, it is fragrant
Cigarette vending machine can inform that identity card is placed in the reading position of identity card reader by buyer.
Next, identity card reader can after identity card is placed in the reading position of identity card reader by buyer
With the information of reading identity card, to get the identification card number information of buyer's offer, and the identification card number information is sent to
Server.
According to other embodiments of the disclosure, cigarette vending machine can be configured with digital button or touch screen.Work as purchase
When person clicks purchase button or close cigarette vending machine, cigarette vending machine can prompt buyer to be manually entered identification card number, and
The identity account information that buyer inputs is sent to server.
According to other embodiments of the disclosure, firstly, buyer can be in advance by cell-phone number, two dimensional code, platform account
Etc. information and identification card number information association.For example, can provide registration service for buyer, in registration, buyer needs defeated
Enter the information such as cell-phone number, platform account, identification card number, and these information are associated with each other, furthermore it is also possible to it is uniquely generated and this
The two dimensional code of a little information associations；Next, the cell-phone number and mobile phone that can be inputted by buyer are tested when buyer buys cigarette
The mode of card code determines identification card number information corresponding with the cell-phone number.Alternatively, when buyer buys cigarette, buyer can be with
Mobile phone two-dimension code scanning is carried out, in this case, server can be determined and the associated identification card number information of the two dimensional code.
S14. if the age information in identification card number information meets the age requirement of purchase cigarette, to cigarette vending machine
Shooting instruction is sent, to obtain the image of the current buyer by cigarette vending machine shooting.
After getting identification card number information, server can extract age information from identification card number information, for example,
Identification card number indicates the date of birth of the identity card owner, i.e. age information from the 7th to the 14th.Server is according to the birth
Date determines whether the identity card owner meets the age requirement of purchase cigarette, wherein the age requirement can be, for example, year
It is 18 years old full.
If it is determined that the age information in the identification card number information got does not meet the age requirement of purchase cigarette,
That is the age less than 18 years old, then server can send the instruction of refusal shipment to cigarette vending machine.Cigarette vending machine can be with
The instruction for responding the refusal shipment informs that current buyer is unsatisfactory for purchase condition in a manner of voice or text importing.
If it is determined that the age information in the identification card number information got meets the age requirement of purchase cigarette, service
Device can send shooting instruction to cigarette vending machine, further whether there is fraud by image authentication buyer.
In this case, cigarette vending machine can shoot the image of current buyer by camera, specifically, the figure
As can be the image comprising current buyer's face.Next, cigarette vending machine can send the image of current buyer
To server.
S16. by the image of the image of the current buyer of the shooting identity card owner corresponding with identification card number information into
Row compares.
The image of the corresponding identity card owner of identification card number information in the available step S12 of server.Specifically,
In the case that server communicates trust with the foundation of Ministry of Public Security's system, server can send image acquisition to Ministry of Public Security's system and ask
It asks, wherein the image acquisition request includes the identification card number information.Ministry of Public Security's system can respond the image acquisition request, base
The image of the identity card owner is determined from database in identification card number information, for example, the image can be and handle identity card
When the image that acquires.
In addition, server can be flat by a third party if server does not communicate trust with the foundation of Ministry of Public Security's system
Platform obtains image from Ministry of Public Security's system, wherein the third-party platform has the permission for directly accessing Ministry of Public Security's system, this is exemplary
Particular determination is not done to third-party platform in embodiment.
The image of the corresponding identity card owner of identification card number information is obtained in server and is sent by cigarette vending machine
Current buyer image after, server can be compared the two images.
According to some embodiments of the present disclosure, the face that can use the histogram of image to be included to two images into
Row compares.Specifically, server can construct the histogram of the image of the current buyer of shooting, as the first histogram, and
And server can construct the histogram of the image of the corresponding identity card owner of identification card number information as the second histogram, with
Afterwards, server can calculate the similarity of the first histogram and the second histogram as image comparison result.
Specifically, firstly, server can respectively to above-mentioned two image carry out HSV (Hue, Saturation, Value,
Tone, saturation degree, lightness) format conversion；Then, the histogram of the result building image after server can be converted based on format
Figure, and histogram is normalized；Next, server can calculate the similarity between two histograms.
It, can the face that is included to two images of the mode based on deep learning according to other embodiments of the disclosure
It is compared.Specifically, firstly, server can extract the image of current buyer using the convolutional neural networks after a training
Feature vector as first eigenvector, and the corresponding identity of identification card number information can be extracted using the convolutional neural networks
The feature vector of the image of the owner is demonstrate,proved as second feature vector；Next, server can calculate first eigenvector with
The cosine similarity of second feature vector is as image comparison result.
Furthermore it is possible to be trained using the sample after handmarking to the convolutional neural networks.The disclosure is to above-mentioned volume
The structure and training process of product neural network are not done specifically limited.
S18. if the image of the image identity card owner corresponding with identification card number information of the current buyer of shooting
Matching is then verified instruction to cigarette vending machine transmission, sells operation to control cigarette vending machine execution.
In the example being compared with the histogram of image to image, if the phase of the first histogram and the second histogram
It is greater than the first preset threshold like degree, then can determines the image of the current buyer of shooting identity corresponding with identification card number information
Demonstrate,prove the images match of the owner.Wherein, if being denoted as 1 for identical, the range of the first preset threshold can be, for example,
Between 0.85 to 1.
In the example being compared in a manner of convolutional neural networks to image, if calculated cosine similarity is big
In the second preset threshold, then it can determine that the image of the current buyer of shooting identity card corresponding with identification card number information is all
The images match of person.Wherein, in the case where cosine similarity is defined as taking 0 to 1, the range of the second preset threshold can example
Between for example 0.9 to 1.
Based on foregoing description, if it is determined that go out two images and mismatch, then server can send to cigarette vending machine and refuse
The instruction of exhausted shipment.Cigarette vending machine can respond the instruction of the refusal shipment, informed and worked as in a manner of voice or text importing
Preceding buyer is unsatisfactory for purchase condition.
If it is determined that two images match, then server can send to cigarette vending machine and be verified instruction.Cigarette
Vending machine, which can respond this and be verified instruction execution, sells operation.Specifically, cigarette vending machine can prompt current buyer
It is paid, the process of payment, which can be, pays in cash or e-payment, and there is no special restriction on this for the disclosure.It is bought currently
After the completion of person's payment, the cigarette that buyer buys can be placed in access section by cigarette vending machine, so as to buyer's acquisition.
According to some embodiments of the present disclosure, if the server determine that two images match out, then the cigarette of the disclosure is sold
Selling control method can also include the scheme reminded the health of buyer.
Specifically, buyer has purchased cigarette every time, server will record the buying behavior of buyer.In healthalert
In scheme, based on the buying behavior of server record, server can determine that purchase is fragrant in current one preset time period of buyer
The quantity of cigarette, if the quantity of purchase cigarette is greater than a preset quantity, server can send to cigarette vending machine and smoke
Prompting message is measured, it is excessive that cigarette vending machine can prompt current buyer to smoke by way of voice or text importing.Specifically
, preset time period can be, for example, one month, and preset quantity can be, for example, 10 packets.For example, determining buyer nearly one
In the case where having been had purchased in a month more than 10 cigarette packages, then buyer can hear and/or see the excessive information of smoking, with
Remind it to guard one's health.
In addition, server can also be sent to cigarette vending machine refuse in above-mentioned excessive example of judging to smoke
The instruction of goods.
According to some embodiments of the present disclosure, after the image for obtaining the current buyer shot by cigarette vending machine, this
It can also include the scheme for assisting public security department to seize fugitive personnel that disclosed cigarette, which sells control method,.
Specifically, server can determine the image of fugitive personnel from public security system, and work as what is shot by vending machine
The image of preceding buyer is compared with the image of fugitive personnel.Wherein, the image of fugitive personnel can be stored in advance to service
In device.In addition, server can also be obtained from public security system in real time when needing to be compared with the image of fugitive personnel
Escape the image of personnel, the problem of image inaccuracy is caused to avoid fugitive personnel's image update.
If the image of current buyer and the images match of fugitive personnel, server can be issued to public security system and be reported
Alert information, the warning message may include but be not limited to the location information of cigarette vending machine, purchase operation time, it is matched
Escape the mark (for example, name) etc. of personnel.Public security department can arrest task based on warning message deployment.
In addition, buyer's image of current shooting can also be uploaded to public security system by server, so as to public security department into
Row achieves and/or carries out further image comparison process by public security department.
In conclusion the cigarette by the disclosure sells control method, on the one hand, the mode compared based on image can be true
Guarantor, which only sells cigarette, gives the age satisfactory buyer, it is possible to prevente effectively from minor buys the behavior of cigarette；It is another
Aspect, present disclose provides the schemes that buyer's smoking is excessively reminded, and buyer can be made to understand own recent smoking from side
The case where, and then it is concerned about itself health problem；In another aspect, the image by the image and fugitive personnel that will acquire carries out
It compares, can arrest and give a clue for public security.
It should be noted that although describing each step of method in the disclosure in the accompanying drawings with particular order, this is simultaneously
Undesired or hint must execute these steps in this particular order, or have to carry out the ability of step shown in whole
Realize desired result.Additional or alternative, it is convenient to omit multiple steps are merged into a step and executed by certain steps,
And/or a step is decomposed into execution of multiple steps etc..
Further, a kind of cigarette is additionally provided in this example embodiment sells control device.
The cigarette that Fig. 2 diagrammatically illustrates the illustrative embodiments of the disclosure sells the block diagram of control device.With reference to
Fig. 2, cigarette according to an exemplary embodiment of the present disclosure sell control device 2 may include identity information acquisition module 21,
Shooting instruction sending module 23, image comparison module 25 and pass through instruction sending module 27.
Specifically, identity information acquisition module 21 can be used for obtaining the identification card number information sent by cigarette vending machine；
If shooting instruction sending module 23 can be used for the age requirement that the age information in identification card number information meets purchase cigarette,
Shooting instruction then is sent to cigarette vending machine, to obtain the image of the current buyer by cigarette vending machine shooting；Image ratio
The figure of the image identity card owner corresponding with identification card number information for the current buyer that can be used for shoot compared with module 25
As being compared；If the image and identification card number information that pass through the current buyer that instruction sending module 27 can be used for shooting
The images match of the corresponding identity card owner is then verified instruction to cigarette vending machine transmission, so that cigarette vending machine is held
Row sells operation.
The cigarette of the disclosure sells control device may insure only to sell cigarette to the age based on the mode that image compares
Satisfactory buyer, it is possible to prevente effectively from minor buys the behavior of cigarette.
According to an exemplary embodiment of the present disclosure, cigarette vending machine is equipped with identity card reader.With reference to Fig. 3, identity letter
It may include identity information acquiring unit 301 that breath, which obtains module 21,.
Specifically, identity information acquiring unit 301, which can be used for obtaining identity card reader, reads current buyer's offer
Identity card and the identification card number information that generates.
According to an exemplary embodiment of the present disclosure, with reference to Fig. 4, cigarette sells control device 4 and sells control compared to cigarette
Device 2 removes including identity information acquisition module 21, shooting instruction sending module 23, image comparison module 25 and passes through instruction hair
It send outside module 27, can also include image acquisition request sending module 41 and image collection module 43.
Specifically, image acquisition request sending module 41 can be used for sending image acquisition request to Ministry of Public Security's system；Its
In, image acquisition request includes identification card number information；Image collection module 43 can be used for obtaining Ministry of Public Security's system response image
Acquisition request and the image of the corresponding identity card owner of identification card number information sent.
According to an exemplary embodiment of the present disclosure, with reference to Fig. 5, image comparison module 25 may include histogram construction unit
501 and histogram similarity calculated 503.
Specifically, the histogram that histogram construction unit 501 can be used for constructing the image of the current buyer of shooting is made
For the first histogram, and construct the corresponding identity card owner of identification card number information image histogram as the second histogram
Figure；Histogram similarity calculated 503 can be used for calculating the similarity of the first histogram and the second histogram；Wherein, such as
The similarity of the first histogram of fruit and the second histogram is greater than the first preset threshold, the then image and body of the current buyer shot
The images match of the corresponding identity card owner of part card information.
According to an exemplary embodiment of the present disclosure, with reference to Fig. 6, image comparison module 25 may include that fisrt feature extracts list
Member 601, second feature extraction unit 603 and characteristic similarity computing unit 605.
Specifically, fisrt feature extraction unit 601 can be used for extracting currently using the convolutional neural networks after a training
The feature vector of the image of buyer is as first eigenvector；Second feature extraction unit 603 can be used for using convolution mind
The feature vector of the image of the corresponding identity card owner of identification card number information is extracted as second feature vector through network；Feature
Similarity calculated 605 can be used for calculating the cosine similarity of first eigenvector Yu second feature vector；Wherein, if
Calculated cosine similarity is greater than the second preset threshold, then the image of the current buyer shot is corresponding with identification card number information
The identity card owner images match.
According to an exemplary embodiment of the present disclosure, with reference to Fig. 7, cigarette sells control device 7 and sells control compared to cigarette
Device 2 removes including identity information acquisition module 21, shooting instruction sending module 23, image comparison module 25 and passes through instruction hair
It send outside module 27, can also include quantity determining module 71 and excessive cue module 73 of smoking.
Specifically, quantity determining module 71 is determined for the number of purchase cigarette in current one preset time period of buyer
Amount；If the quantity that excessive cue module 73 of smoking can be used for buying cigarette is greater than a preset quantity, current purchase is prompted
Person smokes excessive.
Present disclose provides the schemes that buyer's smoking is excessively reminded, and buyer can be made to understand own recent from side and inhaled
The case where cigarette, and then it is concerned about the health problem of itself.
According to an exemplary embodiment of the present disclosure, with reference to Fig. 8, cigarette sells control device 8 and sells control compared to cigarette
Device 2 removes including identity information acquisition module 21, shooting instruction sending module 23, image comparison module 25 and passes through instruction hair
It send outside module 27, can also include escaping personnel's image comparison module 81 and warning message sending module 83.
Specifically, fugitive personnel's image comparison module 81 can be used for determining the image of fugitive personnel from public security system,
The image of the current buyer shot by cigarette vending machine is compared with the image of fugitive personnel；Warning message sending module
If the image of the 83 current buyers that can be used for being shot by cigarette vending machine and the images match of fugitive personnel, Xiang Gongan
System alert, so that task is arrested in public security deployment；Wherein, warning message includes the location information of cigarette vending machine.
It is compared by the image that will acquire with the image of fugitive personnel, can arrest and give a clue for public security.
Since each functional module and the above method of the program analysis of running performance device of embodiment of the present invention are invented
It is identical in embodiment, therefore details are not described herein.
In an exemplary embodiment of the disclosure, a kind of computer readable storage medium is additionally provided, energy is stored thereon with
Enough realize the program product of this specification above method.In some possible embodiments, various aspects of the invention may be used also
In the form of being embodied as a kind of program product comprising program code, when described program product is run on the terminal device, institute
Program code is stated for executing the terminal device described in above-mentioned " illustrative methods " part of this specification according to this hair
The step of bright various illustrative embodiments.
Refering to what is shown in Fig. 9, describing the program product for realizing the above method of embodiment according to the present invention
900, can using portable compact disc read only memory (CD-ROM) and including program code, and can in terminal device,
Such as it is run on PC.However, program product of the invention is without being limited thereto, in this document, readable storage medium storing program for executing can be with
To be any include or the tangible medium of storage program, the program can be commanded execution system, device or device use or
It is in connection.
Described program product can be using any combination of one or more readable mediums.Readable medium can be readable letter
Number medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic, optical, electromagnetic, infrared ray or
System, device or the device of semiconductor, or any above combination.The more specific example of readable storage medium storing program for executing is (non exhaustive
List) include: electrical connection with one or more conducting wires, portable disc, hard disk, random access memory (RAM), read-only
Memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read only memory
(CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
In carry readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetic signal,
Optical signal or above-mentioned any appropriate combination.Readable signal medium can also be any readable Jie other than readable storage medium storing program for executing
Matter, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or and its
The program of combined use.
The program code for including on readable medium can transmit with any suitable medium, including but not limited to wirelessly, have
Line, optical cable, RF etc. or above-mentioned any appropriate combination.
The program for executing operation of the present invention can be write with any combination of one or more programming languages
Code, described program design language include object oriented program language-Java, C++ etc., further include conventional
Procedural programming language-such as " C " language or similar programming language.Program code can be fully in user
It calculates and executes in equipment, partly executes on a user device, being executed as an independent software package, partially in user's calculating
Upper side point is executed on a remote computing or is executed in remote computing device or server completely.It is being related to far
Journey calculates in the situation of equipment, and remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network
(WAN), it is connected to user calculating equipment, or, it may be connected to external computing device (such as utilize ISP
To be connected by internet).
In an exemplary embodiment of the disclosure, a kind of electronic equipment that can be realized the above method is additionally provided.
Person of ordinary skill in the field it is understood that various aspects of the invention can be implemented as system, method or
Program product.Therefore, various aspects of the invention can be embodied in the following forms, it may be assumed that complete hardware embodiment, complete
The embodiment combined in terms of full Software Implementation (including firmware, microcode etc.) or hardware and software, can unite here
Referred to as circuit, " module " or " system ".
The electronic equipment 1000 of this embodiment according to the present invention is described referring to Figure 10.The electricity that Figure 10 is shown
Sub- equipment 1000 is only an example, should not function to the embodiment of the present invention and use scope bring any restrictions.
As shown in Figure 10, electronic equipment 1000 is showed in the form of universal computing device.The component of electronic equipment 1000 can
To include but is not limited to: at least one above-mentioned processing unit 1010, connects not homologous ray at least one above-mentioned storage unit 1020
The bus 1030 of component (including storage unit 1020 and processing unit 1010), display unit 1040.
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 1010
Row, so that various according to the present invention described in the execution of the processing unit 1010 above-mentioned " illustrative methods " part of this specification
The step of illustrative embodiments.For example, the processing unit 1010 can execute step S12 as shown in fig. 1 to step
S18。
Storage unit 1020 may include the readable medium of volatile memory cell form, such as Random Access Storage Unit
(RAM) 10201 and/or cache memory unit 10202, it can further include read-only memory unit (ROM) 10203.
Storage unit 1020 can also include program/utility with one group of (at least one) program module 10205
10204, such program module 10205 includes but is not limited to: operating system, one or more application program, other programs
It may include the realization of network environment in module and program data, each of these examples or certain combination.
Bus 1030 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage
Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures
Local bus.
Electronic equipment 1000 can also be with one or more external equipments 1100 (such as keyboard, sensing equipment, bluetooth equipment
Deng) communication, can also be enabled a user to one or more equipment interact with the electronic equipment 1000 communicate, and/or with make
The electronic equipment 1000 can with it is one or more of the other calculating equipment be communicated any equipment (such as router, modulation
Demodulator etc.) communication.This communication can be carried out by input/output (I/O) interface 1050.Also, electronic equipment 1000
Network adapter 1060 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public affairs can also be passed through
Common network network, such as internet) communication.As shown, network adapter 1060 passes through its of bus 1030 and electronic equipment 1000
The communication of its module.It should be understood that although not shown in the drawings, other hardware and/or software can be used in conjunction with electronic equipment 1000
Module, including but not limited to: microcode, device driver, redundant processing unit, external disk drive array, RAID system, magnetic
Tape drive and data backup storage system etc..
Through the above description of the embodiments, those skilled in the art is it can be readily appreciated that example described herein is implemented
Mode can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to the disclosure
The technical solution of embodiment can be embodied in the form of software products, which can store non-volatile at one
Property storage medium (can be CD-ROM, USB flash disk, mobile hard disk etc.) in or network on, including some instructions are so that a calculating
Equipment (can be personal computer, server, terminal installation or network equipment etc.) is executed according to disclosure embodiment
Method.
In addition, above-mentioned attached drawing is only the schematic theory of processing included by method according to an exemplary embodiment of the present invention
It is bright, rather than limit purpose.It can be readily appreciated that the time that above-mentioned processing shown in the drawings did not indicated or limited these processing is suitable
Sequence.In addition, be also easy to understand, these processing, which can be, for example either synchronously or asynchronously to be executed in multiple modules.
It should be noted that although being referred to several modules or list for acting the equipment executed in the above detailed description
Member, but this division is not enforceable.In fact, according to embodiment of the present disclosure, it is above-described two or more
Module or the feature and function of unit can embody in a module or unit.Conversely, an above-described mould
The feature and function of block or unit can be to be embodied by multiple modules or unit with further division.
Those skilled in the art after considering the specification and implementing the invention disclosed here, will readily occur to its of the disclosure
His embodiment.This application is intended to cover any variations, uses, or adaptations of the disclosure, these modifications, purposes or
Adaptive change follow the general principles of this disclosure and including the undocumented common knowledge in the art of the disclosure or
Conventional techniques.The description and examples are only to be considered as illustrative, and the true scope and spirit of the disclosure are by claim
It points out.
It should be understood that the present disclosure is not limited to the precise structures that have been described above and shown in the drawings, and
And various modifications and changes may be made without departing from the scope thereof.The scope of the present disclosure is only limited by the attached claims.
Claims (10)
1. a kind of cigarette sells control method, the scene that cigarette is sold is carried out applied to by cigarette vending machine, which is characterized in that
The cigarette sells control method
Obtain the identification card number information sent by cigarette vending machine；
If the age information in the identification card number information meets the age requirement of purchase cigarette, to the cigarette vending machine
Shooting instruction is sent, to obtain the image of the current buyer shot by the cigarette vending machine；
The image of the current buyer for the shooting that the will acquire identity card owner's corresponding with the identification card number information
Image is compared；
If the image of the image of the current buyer of the shooting identity card owner corresponding with the identification card number information
Matching is then verified instruction to cigarette vending machine transmission, sells operation to control the cigarette vending machine execution.
2. cigarette according to claim 1 sells control method, which is characterized in that the cigarette vending machine is equipped with identity
Demonstrate,prove reader；Wherein, obtaining the identification card number information sent by cigarette vending machine includes:
Obtain the identification card number information that the identity card reader reads the identity card of current buyer's offer and generates.
3. cigarette according to claim 1 sells control method, which is characterized in that the cigarette is sold control method and also wrapped
It includes:
Image acquisition request is sent to Ministry of Public Security's system；Wherein, described image acquisition request includes the identification card number information；
Obtain the corresponding identity of the identification card number information that Ministry of Public Security's system is sent in response to described image acquisition request
Demonstrate,prove the image of the owner.
4. cigarette according to claim 1 or 3 sells control method, which is characterized in that by the current purchase of the shooting
The image of the image of the person identity card owner corresponding with the identification card number information, which is compared, includes:
The histogram of the image of the current buyer of the shooting is constructed as the first histogram, and constructs the identification card number
The histogram of the image of the corresponding identity card owner of information is as the second histogram；
Calculate the similarity of first histogram Yu second histogram；
Wherein, if the similarity of first histogram and second histogram is greater than the first preset threshold, the bat
The images match of the image of the current buyer taken the photograph the identity card owner corresponding with the identification card number information.
5. cigarette according to claim 1 or 3 sells control method, which is characterized in that by the current purchase of the shooting
The image of the image of the person identity card owner corresponding with the identification card number information, which is compared, includes:
The feature vector of the image of current buyer is extracted as first eigenvector using the convolutional neural networks after a training；
Using the convolutional neural networks extract the feature of the image of the corresponding identity card owner of the identification card number information to
Amount is used as second feature vector；
Calculate the cosine similarity of the first eigenvector Yu the second feature vector；
Wherein, if calculated cosine similarity is greater than the second preset threshold, the image of the current buyer of the shooting
The images match of the identity card owner corresponding with the identification card number information.
6. cigarette according to claim 1 sells control method, which is characterized in that if the current buyer of the shooting
The image identity card owner corresponding with the identification card number information images match, then the cigarette sells control method also
Include:
Determine the quantity of purchase cigarette in one preset time period of current buyer；
If the quantity of the purchase cigarette is greater than a preset quantity, the current buyer is prompted to smoke excessive；
Wherein, when buyer successfully buys cigarette every time, the buying behavior of the buyer is recorded.
7. cigarette according to claim 1 sells control method, which is characterized in that clapped obtaining by the cigarette vending machine
After the image of the current buyer taken the photograph, the cigarette sells control method further include:
The image that fugitive personnel are determined from public security system, by the image of the current buyer shot by the cigarette vending machine with
The image of fugitive personnel is compared；
If by the image and the images match of fugitive personnel of the current buyer that the cigarette vending machine is shot, to public security system
System alert, so that task is arrested in public security deployment；
Wherein, the warning message includes the location information of the cigarette vending machine.
8. a kind of cigarette sells control device, which is characterized in that the cigarette sells control device and includes:
Identity information acquisition module, for obtaining the identification card number information sent by cigarette vending machine；
Shooting instruction sending module, if the age for the age information in the identification card number information to meet purchase cigarette is wanted
It asks, then shooting instruction is sent to the cigarette vending machine, to obtain the current buyer's shot by the cigarette vending machine
Image；
Image comparison module, for by the image of the current buyer of shooting identity corresponding with the identification card number information
The image of the card owner is compared；
By instruction sending module, if the image of the current buyer for the shooting is corresponding with the identification card number information
The identity card owner images match, then to the cigarette vending machine transmission be verified instruction, so that the cigarette is sold goods
Operation is sold in machine execution.
9. a kind of storage medium, is stored thereon with computer program, which is characterized in that the computer program is executed by processor
Cigarette described in Shi Shixian any one of claims 1 to 7 sells control method.
10. a kind of electronic equipment characterized by comprising
Processor；And
Memory, for storing the executable instruction of the processor；
Wherein, the processor is configured to come described in any one of perform claim requirement 1 to 7 via the execution executable instruction
Cigarette sell control method.
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| CN201910003246.7A CN109829782A (en) | 2019-01-03 | 2019-01-03 | Cigarette sells control method and device, storage medium and electronic equipment |
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| CN201910003246.7A CN109829782A (en) | 2019-01-03 | 2019-01-03 | Cigarette sells control method and device, storage medium and electronic equipment |
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