CN107730782A - Unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition - Google Patents
Unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition Download PDFInfo
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- CN107730782A CN107730782A CN201710982296.5A CN201710982296A CN107730782A CN 107730782 A CN107730782 A CN 107730782A CN 201710982296 A CN201710982296 A CN 201710982296A CN 107730782 A CN107730782 A CN 107730782A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- 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
- G06Q20/00—Payment architectures, schemes or protocols
- G06Q20/38—Payment protocols; Details thereof
- G06Q20/40—Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
- G06Q20/401—Transaction verification
- G06Q20/4014—Identity check for transactions
- G06Q20/40145—Biometric identity checks
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
- G07G1/00—Cash registers
- G07G1/0036—Checkout procedures
- G07G1/0045—Checkout procedures with a code reader for reading of an identifying code of the article to be registered, e.g. barcode reader or radio-frequency identity [RFID] reader
- G07G1/0054—Checkout procedures with a code reader for reading of an identifying code of the article to be registered, e.g. barcode reader or radio-frequency identity [RFID] reader with control of supplementary check-parameters, e.g. weight or number of articles
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- 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
- G06Q20/00—Payment architectures, schemes or protocols
- G06Q20/08—Payment architectures
- G06Q20/20—Point-of-sale [POS] network systems
- G06Q20/206—Point-of-sale [POS] network systems comprising security or operator identification provisions, e.g. password entry
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- 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
- G06Q20/00—Payment architectures, schemes or protocols
- G06Q20/08—Payment architectures
- G06Q20/20—Point-of-sale [POS] network systems
- G06Q20/208—Input by product or record sensing, e.g. weighing or scanner processing
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/32—Individual registration on entry or exit not involving the use of a pass in combination with an identity check
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/38—Individual registration on entry or exit not involving the use of a pass with central registration
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
- G07G1/00—Cash registers
- G07G1/0036—Checkout procedures
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
- G07G1/00—Cash registers
- G07G1/0036—Checkout procedures
- G07G1/0045—Checkout procedures with a code reader for reading of an identifying code of the article to be registered, e.g. barcode reader or radio-frequency identity [RFID] reader
- G07G1/0054—Checkout procedures with a code reader for reading of an identifying code of the article to be registered, e.g. barcode reader or radio-frequency identity [RFID] reader with control of supplementary check-parameters, e.g. weight or number of articles
- G07G1/0063—Checkout procedures with a code reader for reading of an identifying code of the article to be registered, e.g. barcode reader or radio-frequency identity [RFID] reader with control of supplementary check-parameters, e.g. weight or number of articles with means for detecting the geometric dimensions of the article of which the code is read, such as its size or height, for the verification of the registration
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
- G07G1/00—Cash registers
- G07G1/0036—Checkout procedures
- G07G1/0045—Checkout procedures with a code reader for reading of an identifying code of the article to be registered, e.g. barcode reader or radio-frequency identity [RFID] reader
- G07G1/0054—Checkout procedures with a code reader for reading of an identifying code of the article to be registered, e.g. barcode reader or radio-frequency identity [RFID] reader with control of supplementary check-parameters, e.g. weight or number of articles
- G07G1/0072—Checkout procedures with a code reader for reading of an identifying code of the article to be registered, e.g. barcode reader or radio-frequency identity [RFID] reader with control of supplementary check-parameters, e.g. weight or number of articles with means for detecting the weight of the article of which the code is read, for the verification of the registration
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
- G07G1/00—Cash registers
- G07G1/12—Cash registers electronically operated
- G07G1/14—Systems including one or more distant stations co-operating with a central processing unit
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
- G07G3/00—Alarm indicators, e.g. bells
- G07G3/003—Anti-theft control
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- Business, Economics & Management (AREA)
- Accounting & Taxation (AREA)
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- General Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Computer Security & Cryptography (AREA)
- Computer Networks & Wireless Communication (AREA)
- Geometry (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition, including ware room, are provided with on-ground weigher at entrance and exit.In commodity display room be provided with self-service cashier's machine, its include tunnel type passage, crawler belt, crawler belt power set, image collecting device；Image collector is arranged in tunnel type passage, and area is put in the surface of the crawler belt for commodity.Commodity are placed in the commodity and put area by customer, crawler belt movement drives commodity to enter in tunnel type passage, successively commodity image data are read through described image harvester, transfer to a PC processing module to search the merchandise news being consistent therewith from the commodity image database to prestore, add up total price and gross weight ∑ W1…n, n >=1.Weight difference before and after the on-ground weigher collection customer's disengaging of gateway, by weight difference and gross weight ∑ W1…nIt is compared, the keying of the exit curtain door is controlled according to comparative result, realizes commodity anti-theft loss prevention.
Description
Technical field
The present invention relates to a kind of unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition.
Background technology
At present, the unattended convenient office system of patron self-service payment picking belongs to ecommerce theory, internet it is emerging
Rising makes e-commerce development very swift and violent, and network payment technology, the ecommerce that develops into of cloud service escort.But by technology
Limitation, the application of unmanned convenience store's operation system are also extremely limited., can be any free due to unmanned convenience store's operation system
Region (such as park corner, industrial area, tourist attractions, community, hospital) set, be not only service charge, shop can also be reduced
Rent is spread, operation cost is less than the 15% of common convenience store.Furthermore for the commodity net purchase mode of part, nobody is just
Sharp shop operation system can provide real purchase experiences, such as touch, smell or visual buying experience, and buy and take,
The deficiency of net purchase can be made up.
Self-service cashier's machine used in current unmanned convenience store, its commodity identification method be all using barcode reader or
RFID reader identifies, and commodity then mark with bar code or electronic tag.But this mode can improve the cost of commodity,
Particularly electronic tag, marked for the very thin commodity of natively profit, then using electronic tag, it will necessarily be increased
Cost and price, final unfavorable still consumer.If be not provided with electronic tag or bar code (need to make together with antitheft magnetic stripe
With) and electronic tag commodity, and in the monitoring management technology of antitheft loss prevention, certain difficulty again be present.
The content of the invention
It is an object of the invention to provide unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition, leads to
The mode for crossing IMAQ obtains the view data of commodity, is then compared, finds with the commodity image data acquisition system to prestore
The commodity to match with the view data, corresponding merchandise news, such as unit price information are transferred, realize that commodity are valuated；Exist simultaneously
The setup of entrances and exits on-ground weigher of ware room, collection customer passes in and out the weight before and after the ware room, to control exit curtain
The keying of door, realizes that loss prevention is antitheft.
The technical solution adopted in the present invention includes：
Unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition, it includes ware room, institute
Stating ware room has entrance, outlet, and the entrance is provided with entry mask door, and the outlet is provided with exit curtain door；Institute
State and on-ground weigher is provided with the entrance and exit in showroom；
In the commodity display room be provided with self-service cashier's machine, the self-service cashier's machine include a tunnel type passage, crawler belt,
Crawler belt power set, image collecting device；For described image harvester in tunnel type passage, the crawler belt can be in tunnel
Moved in formula passage；The surface of the crawler belt is that commodity put area；
One PC processing module, communication connect on-ground weigher at the entrance and exit, the self-service cashier's machine, the outlet
Shield door；
Commodity are placed in the commodity and put area by customer, and the crawler belt movement drives commodity to enter in tunnel type passage, and
Commodity image data are read through described image harvester successively, transfer to the PC processing modules from the commodity image data to prestore
The merchandise news being consistent therewith is searched in storehouse, and calculates total price and gross weight ∑ W1…n, n >=1；
The entrance on-ground weigher collection customer enters the initial weight W during ware room0, the outlet on-ground weigher collection
The weight W for walking out the ware room of customert；The PC processing modules compare ∑ W1…nWith (Wt-W0) size, as (Wt-
W0) it is more than ∑ W1…nWhen, the PC processing modules control the exit curtain door to be not turned on.
In a feasible embodiment of the invention, the self-service cashier's machine also includes an induction installation, the sensing
Device is connected with the PC processing modules, PC processing modules crawler belt according to the sensing output control of the induction installation
Power set start and stop；The induction installation is used for sensing whether put commodity on crawler belt.
In a feasible embodiment of the invention, the induction installation is weight sensor.
In a feasible embodiment of the invention, the commodity put area and are divided into several little Ge areas.
In a feasible embodiment of the invention, described image harvester is camera or camera.
In a feasible embodiment of the invention, the commodity image database to prestore includes corresponding extensive stock
Sets of image data, described image data acquisition system take pictures in advance or shooting by way of gather.
In a feasible embodiment of the invention, described image harvester is located at the internal perisporium of the tunnel type passage
On face, to carrying out 360 ° of scanning recognitions in the commodity for being placed in the track surface, and the PC processing modules are sent in time.
In a feasible embodiment of the invention, the self-service cashier's machine also includes payment module, the payment module
Select as the combination of bank card, IC-card card reader and Password Input module, the card reader and Password Input module and the PC
Processing module communication connection；Or the payment module is two-dimension code generator or two-dimensional code reader, the Quick Response Code generates
Device or two-dimensional code reader connect with PC processing modules communication；Or the payment module is cash inlet module or small change module
Combination, the cash inlet module include banknote move into device and with the PC processing modules communication connection the banknote amount of money read
Device, the small change module include the change device for discharging fixed with PC processing modules communication connection.
In a feasible embodiment of the invention, the entrance, self-service cashier's machine and the outlet are respectively equipped with one
Customer identification acquisition module；Customer Information of the customer identification acquisition module collection of the entrance into the ware room；Institute
The customer identification acquisition module for stating self-service cashier's machine and the outlet is used to identify checkout customer and customer identification of going out；The Gu
Objective identity-acquiring module is communicated with the PC processing modules and connected；By the customer identification acquisition module by porch on-ground weigher
The W of collection0, the gross weight ∑ W that calculates of self-service cashier's machine1…n, exit on-ground weigher collection Wt stored corresponding to same customer.
In a feasible embodiment of the invention, the customer identification acquisition module is communicated with the PC processing modules
The camera of connection, face identification device, fingerprint identification device or Quick Response Code read module or Quick Response Code.
In a feasible embodiment of the invention, the entrance, the customer identification acquisition module in exit are one
Two-dimensional code reader, the payment module of the self-service cashier's machine is a two-dimensional code reader, is collecting the commodity of customer payment
Cost gathers the account of the customer simultaneously；The now payment module and the customer identification collection mould of the self-service cashier's machine
Block is same module.
In a feasible embodiment of the invention, the entry mask outer side of door is provided with customer's Registration Module, for stepping on
Note will enter the Customer Information of the ware room, and customer's Registration Module is camera, camera, fingerprint recognition mould
Block, face recognition module, Quick Response Code read module or certification Quick Response Code, customer's Registration Module will enter the commodity display
The Customer Information of room is sent to the PC processing modules, and whether the PC processing modules compare the Customer Information black what is prestored
In list storehouse, and according to the keying of the comparison result control entry mask door.
In a feasible embodiment of the invention, recognize when customer's Registration Module of entry mask outer side of door is substantially one
When demonstrate,proving Quick Response Code, customer needs to scan the certification Quick Response Code through its mobile terminal App before entering, and the PC processing modules compare the Gu
The mobile terminal App accounts of visitor control the entry mask whether in the blacklist storehouse to prestore in advance according to comparison result
The keying of door.
In a feasible embodiment of the invention, the sets of image data of corresponding every kind of commodity and each image data set
Close corresponding commodity information database and blacklist storehouse is located at a memory module or a Cloud Server, the PC handles mould
Block connects the memory module or the Cloud Server.
Commodity corresponding to each sets of image data institute is unique, bag cargo price in the information database of its commodity, substance,
Manufacturer, the place of production, brand, specification etc. data.These data are to be entered into database in advance by the administrative staff having permission
In.In addition, daily merchandise sales situation, can all be fabricated on selling inventory by the PC processing modules positioned at each branch
Cloud Server is reached, is being had access to from the background for administrative staff, saves management cost.
In a feasible embodiment of the invention, supervising device, the monitoring dress are additionally provided with the commodity display room
Camera, camera or face identification device are set to, is bound the macroscopic features with unusual behavior, facial information or therewith
App account numbers are uploaded and stored to the blacklist storehouse.
In a feasible embodiment of the invention, the exit curtain Men Weiyi " one " font switching doors or Y-shaped
Turnstile door, described Men Shouyi drive device driving of exit curtain；The PC processing modules control the drive device work.
The technique effect of the present invention：Unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition of the present invention
System, wherein described self-service cashier's machine is a kind of self-service cashier's machine of view-based access control model image recognition, with traditional bar code formula, RFID
The different new cashier's machine of formula.The cashier's machine is based on currently advanced acquisition technology and view data synthetic technology.Pass through
It is compared with the data prestored, realizes one-to-one relationship.The self-service cashier's machine, it is not necessary to the printed strip on commodity
Code (matching somebody with somebody antitheft magnetic stripe) or attaching rfid tag, can reduce the cost of commodity, be beneficial to consuming public.
Meanwhile the present invention program be matched with entrance, outlet set high precision on-ground weigher, for gather customer disengaging between
Weight difference (Wt-W0), accumulative gross weight ∑ W is voluntarily haggled over customer1…nIt is compared, when the former is larger, represents that customer will
Open commodity can be taken away, now PC processing modules control suggestion device, which sends prompting, allows customer voluntarily to check inspection, simultaneously
Control exit curtain door keeps the state being not turned on, and a supervisory role is played to the self-disciplining of customer.
The present invention also entrance set customer's Registration Module, to i.e. will go into convenience store customer carry out information gathering and
Compare, prevent the bad crowd fallen into " blacklist storehouse " from entering in commodity display room, further fundamentally prevent business
Shop commodity are lost.
Brief description of the drawings
By that will become more and the specific embodiment part provided, the features and advantages of the present invention referring to the drawings
It is readily appreciated that, in the accompanying drawings：
Fig. 1 is the overlooking the structure diagram of the unmanned convenience store of self-service cashier's machine of view-based access control model image recognition of the present invention.
Fig. 2 is the structural representation of the self-service cashier's machine of view-based access control model image recognition of the present invention.
Fig. 3 is the module frame chart of the unmanned convenience store's operation system of self-service cashier's machine of view-based access control model image recognition of the present invention.
Embodiment
The illustrative embodiments of the present invention are described in detail with reference to the accompanying drawings.Illustrative embodiments are retouched
State merely for the sake of demonstration purpose, and be definitely not to the present invention and its application or the limitation of usage.
It is the vertical view knot of the unmanned convenience store 200 of self-service cashier's machine of view-based access control model image recognition of the present invention with reference to shown in Fig. 1
Structure schematic diagram.Unmanned convenience store 200 includes a ware room 210, and the ware room has entrance and exit, and enters
Entry mask door 211 is provided with mouthful, exit also is provided with exit curtain door 212.Some shelf are provided with ware room 210
220, shelf 220 put commodity.Customer's Registration Module 230 is provided with the outside of entry mask door 211, is somebody's turn to do for gathering to enter
The Customer Information of ware room, customer's Registration Module are camera, camera, fingerprint identification module, recognition of face mould
Block or Quick Response Code read module.High sensitivity on-ground weigher 241 is provided with entrance ground, high sensitivity on-ground weigher is provided with outlet ground
242, two on-ground weighers are respectively used to gather the weight difference of certain customer disengaging.There is self-service cashier's machine in ware room 210
100, settled accounts for patron self-service.Supervising device 260 is provided with ware room 210.Ware room 210 is close to outlet
Ground is provided with on-ground weigher 242.In addition to above modular assembly, entrance, the and of self-service cashier's machine 100 in ware room 210
Near exit is respectively equipped with customer identification acquisition module 300.The characteristics of introducing modules component respectively below in conjunction with each figure and
Data connect control planning.
Fig. 2 is the structural representation of the self-service cashier's machine 100 of view-based access control model image recognition in the present embodiment.One kind is based on regarding
Feel the self-service cashier's machine 100 of image recognition, including a tunnel type passage 101, crawler belt 102, crawler belt power set 103, image
Harvester 104, suggestion device 105 and with image collecting device 104 communication connection PC processing modules 106 (referring to figure
3).Wherein described image harvester 104 is in tunnel type passage 101.Tunnel type passage 101 has entrance 1011, crawler belt
102 can move in tunnel type passage 1011.The surface of the crawler belt 102 is that commodity put area P.In clearing, customer will
The commodity of purchase are placed in the commodity and put area P, crawler belt 102 by crawler belt power set 103 driving, to tunnel type passage 101
Interior movement, so as to drive commodity to enter in tunnel type passage 101, and gather each angle of commodity through image collecting device 104 successively
The view data of degree, PC processing modules 106 are transferred to be looked for from the commodity image database to prestore and acquired image number
According to the sets of image data to match, so as to find out the type of merchandise and merchandise news corresponding with the view data of the collection,
Including but not limited to unit price, the place of production, specification etc..After merchandise news corresponding to being found in PC processing modules 106, unit price is cached
And calculate total price.For example, customer purchases the red drink heavily material of a tank, in clearing, customer can put red drink heavily batch can straight up
Put in commodity on area P, crawler belt 102 starts to move, and image collecting device 104 can collect the red drink heavily material of the filling, then can be
Corresponding commodity image data acquisition system is looked in the commodity image database to prestore, the set internal memory contains top surface and bottom surface is each
One, cylindrical 360 ° of each one of angles, 362 pictures altogether, it is also possible to more plurality of pictures.Why image data set is referred to as
Close, be because the collection of the view data of each commodity is not a single photo or picture.Typically according to different business
Product determine.Such as cylindrical commodity, in addition to gathering the image of two top surfaces, the image of 360 ° of cylinder can be also gathered,
And these view data gathered will synthesize and correspond to unique commodity, will not produce ambiguity.Can only just it be put for some
Cuboid, then only need gather 8 faces view data.In a word, as long as the data image gathered for every commodity
Data acquisition system uniquely will obtain and synthesize certain part commodity.
To save electric power, the self-service cashier's machine 100 of view-based access control model image recognition also includes an induction installation, the sensing
Device can be a weight sensor 107 as shown in Figure 1, and the weight sensor 107 is also communicated with PC processing modules 106 and connected.
When the weight sensor 107, which senses, has article placement on crawler belt 102, PC processing modules 106 will control crawler belt power dress
Put 103 to start to start, crawler belt 102 is moved into tunnel type passage 101.Mobile speed can be preset.Due to commodity weight
After folding or being blocked, it is difficult to obtain normal view data；Thus need correctly to put commodity, not build folded or side by side
Deng.In the present embodiment, commodity can further be put to area P and be divided into several little Ge areas, and be attached with put requirement and
Illustrate, ask customer to place a commodity in each small lattice, and commodity are placed in into possible scanning area.Image collecting device
104 be camera or camera.Preferably, the intermediate region of tunnel type passage 101 (light interference is less), lead to along tunnel type
The inner circumferential wall in road 101 set several cameras or camera or itself have annular shoot function camera, make no matter
Which angle can collect the view data of commodity on crawler belt 102.
To supervise customer to be put commodity on crawler belt 102, the present invention also sets up one according to putting explanation and putting requirement
Individual suggestion device 105, will be logical when described image harvester 104 still has no way of identifying the commodity by long period identification
Cross the suggestion device 105 and the prompting for putting corresponding commodity again is sent to customer.When anyway image collecting device is also looked for
Less than matching pre-stored image data set when, illustrate the customer when certain commodity is put, not according to pay attention to put requirement：
Separately put, it is mutually not of heap of stone folded, do not block this requirement mutually.PC processing modules 106 can automatically control crawler belt according to the speed of identification
The velocity of rotation of power set 103, identification be difficult to it is concluded that when slightly slow-speed can move.
The self-service cashier's machine 100 of view-based access control model image recognition, all have as prior art (CN201520921254.7)
There are payment module 108 and some attached equipment, such as display and sound and light prompt component 109.Payment module 108 can be
The combination 1081 of bank card, IC-card card reader and Password Input module, the card reader and Password Input module and PC processing moulds
The communication connection of block 106.In other embodiments, the payment module 108 is two-dimension code generator or two-dimensional code reader, described
Two-dimension code generator or two-dimensional code reader connect with the PC processing modules 106 communication.In further embodiments, the branch
Pay the combination that module 108 is cash inlet module or small change module, the cash inlet module include banknote move into device and with the PC
The banknote amount of money reader of the communication connection of module 106 is managed, the small change module is included to communicate with the PC processing modules 106 and connected
Change device for discharging fixed.
With reference to shown in Fig. 2 and Fig. 3, the unmanned convenience store of the self-service cashier's machine 100 of the present embodiment view-based access control model image recognition
The module frame chart of operation system.Wherein arrow is used for the trend for representing data and information, the arrow that PC processing modules 106 are connected
Represent control planning.As shown in figure 3, image collecting device 104, crawler belt power set 103, weight sensor 107, suggestion device
105th, display and sound and light prompt component 109 communicate with the PC processing modules 106 connects, PC processing modules 106
Memory module 110 can be read and write, and instruction is changed into according to the total price settled accounts, payment module 108 is sent to, by payment module
108 complete gathering.The merchandise news of correspondingly " each commodity image data acquisition system " is previously stored with the memory module 110.This
Outside, the PC processing modules 106 can also connection server or Ethernet connection Cloud Server 80, whereby, can be by having permission
Administrative staff are inputting the information of some commodity, such as unit price, the place of production, brand, material, specification from the background.If merchandise news is
When being stored in Cloud Server, data can even be shared in each branch in the unmanned convenience store of other enterprises.Cloud Server 80
In can include commodity information database, described information database prestores commodity letter corresponding with " commodity image data acquisition system "
Breath.After helping the image collecting device 104 of cashier's machine 100 to collect the view data of commodity, PC processing modules 106 are from merchandise news
Transferred in database and reach matching " sets of image data " therewith, then found certain corresponding part merchandise news of the set, transfer
Its unit price, carry out price and collect.Meanwhile the PC processing modules 106 of self-service cashier's machine 100, merchandise sales situation can also be made
Cloud Server 80 is uploaded into selling inventory.Cloud Server 80 provides the staff that has permission and writes cargo price, the place of production, again
The information such as amount, brand, or statement of merchandise sales/form is had access to, greatly reduce management cost.
With reference to shown in Fig. 1 and Fig. 3, entrance, self-service cashier's machine 100 and near exit in ware room 210 are set respectively
There is customer identification acquisition module 300.The collection of customer identification acquisition module 300 of wherein entrance enters the ware room 210
The customer identification acquisition module 300 of Customer Information, the self-service cashier's machine 100 and outlet attachment is used to identify checkout customer and gone out
Door customer identification.Connect thirdly the customer identification acquisition module 300 at place communicates with the PC processing modules 106, so, just may be used
Ensure the W for gathering porch on-ground weigher 2410, the gross weight ∑ W that calculates of self-service cashier's machine 1001…n, exit on-ground weigher 242 gather
Wt is stored corresponding to same customer.In the processing procedure of reality, customer W can be being weighed first0When, built for the customer
A filename is found, then according to self-service cashier's machine 100 through having access to the ∑ W of statistics1…n, exit on-ground weigher 242 gather Wt all deposit
Under the filename for storing up corresponding customer.
With reference to shown in Fig. 1 and Fig. 3, customer's Registration Module 230 is used to gather the customer's letter that will enter the ware room
Breath, customer's Registration Module is camera, camera, fingerprint identification module, face recognition module or Quick Response Code read module.
The information of collection is sent to the PC processing modules 106 by customer's Registration Module 230, and the PC processing modules 106 are compared and adopted
Whether the Customer Information of collection is in the blacklist storehouse of the memory module 110 or the blacklist storehouse of the Cloud Server 80, and root
According to the keying of comparison result control entry mask door.In certain embodiments, customer's Registration Module 230 is only that some are pasted or sprayed
Brushing entry mask outer side of door and be provided with certification Quick Response Code, customer is entered before ware room, need to open mobile terminal App,
To scan the certification Quick Response Code, whether the PC processing modules 106 compare the mobile terminal App accounts of the customer in the storage
In the blacklist storehouse of module 110 or the blacklist storehouse of Cloud Server 80, and opening for entry mask door 211 is controlled according to comparison result
Close.
With reference to shown in Fig. 1 and Fig. 3, be also equipped with supervising device 260 in commodity display room, supervising device 260 be camera,
Camera or face identification device, by the macroscopic features with unusual behavior, facial information or the App account numbers storage bound therewith
Extremely arrive in blacklist storehouse.Blacklist storehouse may be provided in Cloud Server 80, may be alternatively stored in the own storage mould of PC processing modules
In block.Unusual behavior is included in private in product showroom and tears commodity packaging open, damages the uncivil movement such as commodity or shelf.When some not
After good molecule is logged the blacklist storehouse of Cloud Server 80, the customer intends to be again introduced into any one unmanned convenience store's operation system
During system, it will be denied access to.Specifically, customer's Registration Module 230 of entry mask outer side of door, gathering the information of customer includes
But when being not limited to appearance, face, fingerprint, wechat account, Alipay account etc. information, cloud is accessed by PC processing modules first
Server 80, judge the Customer Information whether in the blacklist storehouse of Cloud Server 80；If, PC processing modules to it is described enter
Mouth shield door 211 sends " not opening the door " instruction, so as to refuse part undesirable person, is preventive from possible trouble, further reduces nobody just
The loss of commodity in sharp shop operation system.When blacklist storehouse is provided at the Cloud Server, data can be in each branch even
Shared in the unmanned convenience store of other enterprises.For example, some customer done in other cities or other unmanned convenience stores it is similar
Commodity are destroyed, such as trampled, kneading, fallen and pound or when commodity outer packing evildoing is torn in private open, the customer asks to enter again any
One convenience store will be rejected.In this way, by refusing low quality crowd, to protect the safety of unattended convenience store's commodity
Property.When collecting blacklist library name list, can integrate expressed by unusual behavior and the facial information captured by camera/camera
Mood analyzes whether the shopper belongs to the behavior for deliberately damaging commodity jointly.In certain embodiments, can be arranged on backstage special
The staff of door judges, and corresponding shopper is added into blacklist storehouse manually, improves the degree of accuracy.Reduced from source
The situation of unmanned convenience store's commodity loss.
With reference to shown in Fig. 1 and Fig. 3, on-ground weigher 242 is provided with the near exit ground of ware room 210, while may be used also
Some light or audio alarm are set, and it is also connected with the PC processing modules 106.In the present embodiment, the ground in exit
Scale 242 is as it was noted above, be mainly used in gathering the weight W that customer goes out ware room 210t, thus core inspection customer whether will
Take away the commodity do not settled accounts.As (Wt-W0) it is more than the gross weight ∑ W for multiple commodity that self-service cashier's machine 100 is calculated1…nWhen,
Represent that customer may take away the commodity for not being included in commodity total price, now PC processing modules 106 pass through the light or sound in time
Tone alerts device, send the prompting for asking customer voluntarily to check inspection；Embargo shield door 212 is opened simultaneously.In some implementations
In example, exit curtain door 212 is driven on or closed by a drive device 2121, and PC processing modules 106 control the driving
Device 2121.Preferably, exit curtain door 212 is a yi word pattern switching door or Y-shaped turnstile door, and PC processing modules 106
According to the feedback result in the He Jian areas, the drive device is controlled to work.Specifically, the yi word pattern switching door can control to beat
Open a scheduled time, or the control Y-shaped turnstile door rotates a predetermined angular.In the scheduled time and rotate predetermined angular
Afterwards, it is not considered as by person and abandons this time passing through.
Unmanned convenience store's operation system of the self-service cashier's machine of the present embodiment view-based access control model image recognition, it is based on a kind of new
Self-service cash register technology, the selling cost (removing bar code and magnetic stripe, electronic tag etc. from) of Retail commodity can be reduced；Coordinate again
Mouth, outlet set high precision on-ground weigher, for gathering the weight difference (W between customer's disengagingt-W0), with customer's voluntarily check-out process
The gross weight ∑ W that middle PC processing modules add up1…nIt is compared, when the former is larger, represents that customer can take away open business
Product, now PC processing modules control light or audio alarm, which are sent, allows customer voluntarily core is examined, while controls exit curtain door
The state being not turned on is kept, a supervisory role is played to the self-disciplining of customer.The present invention also sets customer to register mould in entrance
Block, information gathering and comparison are carried out to the customer that will go into convenience store, prevent the bad crowd fallen into " blacklist storehouse "
Enter in commodity display room, further fundamentally prevent losing for store merchandise.
Although with reference to illustrative embodiments, invention has been described, but it is to be understood that the present invention does not limit to
The embodiment that Yu Wenzhong is described in detail and shown, in the case of without departing from claims limited range, this
Art personnel can make various changes to the illustrative embodiments.
Claims (15)
1. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition, its feature include：
Ware room, the ware room have entrance, outlet, and the entrance is provided with entry mask door, and the outlet is set
There is exit curtain door；
On-ground weigher is provided with entrance and exit in the showroom；
Self-service cashier's machine is provided with the commodity display room, the self-service cashier's machine includes tunnel type passage, crawler belt, a crawler belt
Power set, image collecting device；In tunnel type passage, the crawler belt can lead to described image harvester in tunnel type
Moved in road；The surface of the crawler belt is that commodity put area；
One PC processing module, communication connect on-ground weigher, the self-service cashier's machine, the exit curtain at the entrance and exit
Door；
Commodity are placed in the commodity and put area by customer, and the crawler belt movement drives commodity to enter in tunnel type passage, and successively
Commodity image data are read through described image harvester, transfer to the PC processing modules from the commodity image database to prestore
The merchandise news being consistent therewith is searched, and calculates total price and gross weight ∑ W1…n, n >=1；
The entrance on-ground weigher collection customer enters the initial weight W during ware room0, the outlet on-ground weigher collection customer
The weight W for walking out the ware roomt；The PC processing modules compare ∑ W1…nWith (Wt-W0) size, as (Wt-W0)
More than ∑ W1…nWhen, the PC processing modules control the exit curtain door to be not turned on.
2. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 1, its
It is characterised by, the self-service cashier's machine also includes an induction installation, and the induction installation is connected with the PC processing modules, institute
State the crawler belt power set start and stop according to the sensing output control of the induction installation of PC processing modules；The induction installation is used
In sensing crawler belt on whether put commodity.
3. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 2, its
It is characterised by, the induction installation is weight sensor.
4. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 2, its
It is characterised by, the commodity put area and are divided into several little Ge areas.
5. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 1, its
It is characterised by, the commodity image database to prestore includes the sets of image data of corresponding extensive stock, described image data
Set take pictures in advance or shooting by way of gather.
6. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 5, its
It is characterised by, described image harvester is camera or camera.
7. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 6, its
It is characterised by, described image harvester is on the inner circumferential wall of the tunnel type passage, to being placed in the crawler belt table
The commodity in face carry out 360 ° of scanning recognitions, and send the PC processing modules in time.
8. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 1, its
It is characterised by, the self-service cashier's machine also includes payment module, and the payment module selection is bank card, IC-card card reader and close
The combination of code input module, the card reader and Password Input module connect with PC processing modules communication；Or the branch
It is two-dimension code generator or two-dimensional code reader to pay module, the two-dimension code generator or two-dimensional code reader and the PC processing
Module communication connects；Or the combination that the payment module is cash inlet module or small change module, the cash inlet module move including banknote
Enter device and with the PC processing modules communication connection banknote amount of money reader, the small change module include with the PC
Manage the change device for discharging fixed of module communication connection.
9. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 1, its
It is characterised by, the entrance, self-service cashier's machine and the outlet are respectively equipped with a customer identification acquisition module；The entrance
Customer Information of the customer identification acquisition module collection into the ware room；The self-service cashier's machine and the customer of the outlet
Identity-acquiring module is used to identify checkout customer and customer identification of going out；The customer identification acquisition module with the PC processing
Module communication connects；The W for being gathered porch on-ground weigher by the customer identification acquisition module0, self-service cashier's machine calculate it is total
Weight ∑ W1…n, exit on-ground weigher collection Wt stored corresponding to same customer.
10. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 9, its
Be characterised by, the customer identification acquisition module be with the PC processing modules communication connection camera, face identification device,
Fingerprint identification device or Quick Response Code read module or Quick Response Code.
11. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 10,
Characterized in that, the entrance, the customer identification acquisition module in exit are a two-dimensional code reader, the self-service cash register
The payment module of machine is a two-dimensional code reader, in the commodity cost for collecting customer payment while the account number letter for gathering the customer
Breath；Now the payment module and the customer identification acquisition module of the self-service cashier's machine are same module.
12. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 1, its
It is characterised by, the entry mask outer side of door is provided with customer's Registration Module, and the Gu of the ware room will be entered for registering
Objective information, customer's Registration Module are camera, camera, fingerprint identification module, face recognition module, Quick Response Code reading mould
The Customer Information for entering the ware room is sent to the PC processing by block or certification Quick Response Code, customer's Registration Module
Module, the PC processing modules compare the Customer Information whether in the blacklist storehouse to prestore, and are controlled according to comparison result
The keying of the entry mask door.
13. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 12,
Characterized in that, the commodity information database corresponding to the sets of image data and each sets of image data of corresponding every kind of commodity
A memory module or a Cloud Server are located at blacklist storehouse, the PC processing modules connect the memory module or described
Cloud Server.
14. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 13,
Characterized in that, being additionally provided with supervising device in the commodity display room, the supervising device is that camera, camera or face are known
Other device, the macroscopic features with unusual behavior, facial information or the App account numbers bound therewith are uploaded and stored to the black name
In single storehouse.
15. unmanned convenience store's operation system of the self-service cashier's machine of view-based access control model image recognition according to claim 13,
Characterized in that, the exit curtain Men Weiyi " one " font switching doors or Y-shaped turnstile door, the exit curtain Men Shouyi
Individual drive device driving；The PC processing modules control the drive device work.
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| CN109493547A (en) * | 2018-11-02 | 2019-03-19 | 陈美芳 | Settlement method based on unmanned settlement system |
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| IT202000025342A1 (en) * | 2020-10-26 | 2022-04-26 | Marco Sasso | ANTI-SHOPPING SYSTEM |
| CN114267137A (en) * | 2021-12-13 | 2022-04-01 | 湖南省金河计算机科技有限公司 | Business-super self-service touch cash register |
| CN115601027A (en) * | 2022-12-12 | 2023-01-13 | 临沂中科英泰智能科技有限责任公司（Cn） | Self-service retail cash registering system and method based on big data |
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