CN110428532A - A kind of unmanned shop management system and method claimed based on gravity with vision - Google Patents
A kind of unmanned shop management system and method claimed based on gravity with vision Download PDFInfo
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- CN110428532A CN110428532A CN201910745589.0A CN201910745589A CN110428532A CN 110428532 A CN110428532 A CN 110428532A CN 201910745589 A CN201910745589 A CN 201910745589A CN 110428532 A CN110428532 A CN 110428532A
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01G—WEIGHING
- G01G19/00—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups
- G01G19/62—Over or under weighing apparatus
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01G—WEIGHING
- G01G23/00—Auxiliary devices for weighing apparatus
- G01G23/18—Indicating devices, e.g. for remote indication; Recording devices; Scales, e.g. graduated
- G01G23/36—Indicating the weight by electrical means, e.g. using photoelectric cells
- G01G23/37—Indicating the weight by electrical means, e.g. using photoelectric cells involving digital counting
- G01G23/3707—Indicating the weight by electrical means, e.g. using photoelectric cells involving digital counting using a microprocessor
- G01G23/3721—Indicating the weight by electrical means, e.g. using photoelectric cells involving digital counting using a microprocessor with particular representation of the result, e.g. graphic
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07G—REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
- G07G1/00—Cash registers
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- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Computer Hardware Design (AREA)
- Microelectronics & Electronic Packaging (AREA)
- Cash Registers Or Receiving Machines (AREA)
Abstract
The present invention relates to a kind of unmanned shop management system and method claimed based on gravity with vision, system include shop door, gravity claim, face identification device I, shop gate inhibition, face identification device, checkout station, clearing area, shopping area；Method includes the face information face1 before the obtaining user's shopping and weight information weight1 before shopping, user's shopping, obtains weight information weight2, matching weight1 and weight2 after user's shopping to confirm whether user actually does shopping, confirm whether user is entirely placed on the article of purchase on checkout station, settlement button implements accounting procedure, whether confirmation user takes all items on checkout station away.This system realizes that the clearing of unmanned retail are accurate, and fast, while can also take into account prevents client from stealing behavior transmission, and the technical solution for the Amazon go that compares is low-cost, has higher application value.
Description
Technical field
Present patent application belongs to unmanned retail technology field, is to be related to a kind of claim based on gravity and vision more specifically
Unmanned shop management system and method.
Background technique
Present unmanned retail technology development is very fast, and the solution in current unmanned shop includes: traditional RFID
Solution, unmanned checkout station scheme, the scheme of user's barcode scanning, Amazon go full camera covering simultaneously comprising more sense
The scheme etc. of device fusion.
It is capable accurate clearing can be taken into account in these schemes and can be convenient and efficient, while can also be effectively prevented pilferage etc.
For.Almost without or the solution of Amazon go can take into account these elements, but involve great expense.In conclusion now
Technical disadvantages be:
Present unmanned retail technology guarantees clearing accurately scheme, such as: RFID, unmanned checkout station scheme, user is certainly
The schemes such as own barcode scanning can not forbid the pilferage behavior of user
As the unmanned shop solution the inside of Amazon go, a large amount of camera and a large amount of multisensor is needed to melt
It closes, takes into account accuracy rate, convenience, while can take into account and prevent pilferage behavior, but cost is too high, reproducibility is too poor.
Summary of the invention
The technical problem to be solved by the invention is to provide a kind of unmanned shop management systems claimed based on gravity with vision
And method, it takes into account accuracy rate, convenience and low cost and requires.
To solve the above-mentioned problems, the technical scheme adopted by the invention is that:
A kind of unmanned shop management system claimed based on gravity with vision, including for user identity authentication clearing area, with
Clearing area cooperates the shopping area done shopping for user, and clearing area includes the shop door that store entrance is arranged in, is arranged in shop Men Chu
Gravity claim, gravity be set the face identification device I of entrance side, setting is claimed to claim outlet side in gravity and be located at clearing area and purchase
The shop gate inhibition of object area junction is arranged in shop gate inhibition's side and face identification device II corresponding with shop gate inhibition, setting
Claim the checkout station for settling accounts side, the settlement button being arranged on checkout station in gravity.
Technical solution of the present invention further improvement lies in that: face identification device I and checkout station are separately positioned on gravity and claim
Two sides, the same side that gravity claims is arranged in face identification device II and face identification device I.
Technical solution of the present invention further improvement lies in that: gravity is known as rectangle.
Technical solution of the present invention further improvement lies in that: gravity is known as rectangle on-ground weigher, and shop gate inhibition is gate.
Technical solution of the present invention further improvement lies in that: face identification device I and face identification device II are face
Identifier.
Technical solution of the present invention further improvement lies in that: whether checkout station is equipped with and is removed entirely for perceiving article
Detection device.
Technical solution of the present invention further improvement lies in that: detection device is sensor.
A kind of unmanned shop management method claimed based on gravity with vision, is utilized above-mentioned unmanned store system, process
Are as follows: the face information face1 before obtaining user's shopping, the face information face2 after shopping carry out authentication, obtain user's purchase
Weight information weight3 when the weight information weight2 after weight information weight1, shopping before object, clearing, with determination
Whether user's Shopping Behaviors and clearing behavior occur.
Technical solution of the present invention further improvement lies in that: shopping process includes the following steps:
Step 1: user opens shop door and enters clearing area, and the gravity at the door of shop of then standing deserves to be called face, face direction is set
It sets after gravity claims the face identification device I of entrance side, face identification device I to identify face success, system records user shopping
Weight information weight1 before preceding face information face1 and shopping；
Step 2: after the face information face1 and weight information weight1 success before record user's shopping, shop gate inhibition
It opens, user enters shopping area and does shopping, and arbitrarily buys article；
Step 3: after user, which buys article, to return, after scanning the success of face identification device II at the gate inhibition of shop, it is
System obtains the face information face2 after shopping, and matches to face2 and face1, while extracting the user and entering shop door
When shopping before weight information weight1, face information face2 after shopping and face information face1 before shopping
After success, shop gate inhibition is opened, and user stands again and deserves to be called in gravity, and system obtains the weight information after user's shopping at this time
weight2；
Step 4: system matches weight information weight1 and weight information weight2, if weight1=
Weight2, it was demonstrated that user does not buy any article, then shop gate inhibition opens, and customer is allowed directly to go out shop door；If
Weight2 > weight1, it was demonstrated that user has purchased article, then customer is prompted all to be placed on all items of purchase on checkout station,
To carry out commodity clearing；System, which reports an error, if weight1 < weight2 re-starts weight-matched；
Step 5: user is placed on the article of purchase on checkout station according to instruction, presses the settlement button on checkout station, this
Shi Chongli weighs weight information weight3 when user's clearing, as weight3 > weight1, it was demonstrated that user is not purchase
The all items bought all are placed on checkout station, and system prompt user takes out storewide until weight3=weight1, it was demonstrated that uses
All items are all placed on checkout station by family really, and settlement button just carries out accounting procedure at this time, prompt user-pay；
Step 6: after user's clearing finish, user is prompted to take all items on checkout station away, when on checkout station
After all items are all removed, shop gate inhibition is automatically opened, and user leaves, and next bit user is then prompted to enter clearing area, weight
Step 3 is answered to step 6
By adopting the above-described technical solution, the beneficial effect that the present invention obtains is: the present invention ideally realize nobody zero
The clearing sold are accurate, and fast, while can also take into account prevents client from stealing behavior, the technology solution party for the Amazon go that compares
Case, it is low-cost.Advantage is as follows:
1, using the identification technology of pure image, the troublesome work of labelling is eliminated in this way, while being also ensured accurately
Identification, convenient for quick clearing.
2, using Face datection identification and on-ground weigher, guarantee to be matched to correct customer, at the same can according to customer into
The weight for entering shop doorway prompts user that all the things are all placed on checkout station in clearing, to verify customer's disengaging
Mouthful when weight it is whether consistent, if consistent, illustrate not steal, if inconsistent, it was demonstrated that customer there are pilferage behavior,
Effectively avoid stealing.
Detailed description of the invention
Fig. 1 is the structural schematic diagram of present system；
Wherein: 1, shop door, 2, gravity claim, 3, face identification device I, 4, shop gate inhibition, 5, face identification device II, 6,
Checkout station, 7, clearing area, 8, shopping area.
Specific embodiment
The present invention is described in further details below with reference to embodiment.
A kind of unmanned shop management system claimed based on gravity with vision, including for user identity authentication clearing area 7, with
Clearing area 7 cooperates the shopping area 8 done shopping for user, and clearing area 7 includes the shop door 1 that store entrance is arranged in, is arranged in shop
Gravity at door 1, which claims 2, gravity is arranged in claims the face identification device I 3 of 2 entrance sides, setting to claim 2 outlet sides in gravity and be located at
The shop gate inhibition 4 of clearing area 7 and 8 junction of shopping area is arranged in 4 side of shop gate inhibition and face corresponding with shop gate inhibition 4
Identification device II 5 is arranged in gravity and claims the checkout station 6 of 2 clearing sides, the settlement button being arranged on checkout station 6.Certainly further include
Processor, voice announcer connected to the processor, processor be also connected with gravity claim 2, face identification device I 3, shop gate inhibition 4,
Face identification device II 5, settlement button, details are not described herein.
Face identification device I 3 and checkout station 6 are separately positioned on the two sides that gravity claims 2, face identification device II 5 and face
The same side that gravity claims 2 is arranged in identification device I 3.Gravity 2 is referred to as rectangle, and if gravity 2 is referred to as rectangle on-ground weigher, shop gate inhibition 4 is
Gate.Face identification device I 3 and face identification device II 5 are recognition of face device.Checkout station 6 is equipped with for perceiving article
The detection device whether being removed entirely, detection device are sensor.
The invention also discloses a kind of unmanned shop management methods claimed based on gravity with vision, and aforesaid right is utilized and wants
Unmanned store system, process described in asking 7 are as follows: the face information face1 before obtaining user's shopping, the face information after shopping
Face2 carries out authentication, the weight information weight1 before obtaining user's shopping, the weight information weight2 after shopping, knot
Weight information weight3 when calculation, to determine whether user's Shopping Behaviors and clearing behavior occur.
Shopping process includes the following steps:
Step 1: user open shop door 1 enter clearing area 7, then stand shop door 1 at gravity claim above 2, face court
To the face identification device I 3 for gravity is arranged in claiming 2 entrance sides, after face identification device I 3 identifies face success, system record is used
The weight information weight1 before face information face1 and shopping before the shopping of family；
Step 2: after the face information face1 and weight information weight1 success before record user's shopping, shop gate inhibition 4
It opens, user enters shopping area 8 and does shopping, and arbitrarily buys article；
Step 3: after user, which buys article, to return, after scanning the success of face identification device II 5 at shop gate inhibition 4,
System obtains the face information face2 after shopping, and matches to face2 and face1, while extracting the user and entering shop
The weight information weight1 before shopping when door 1, the face information face1 before face information face2 and shopping after shopping
After successful match, shop gate inhibition 4 is opened, and user stands again to be claimed on 2 in gravity, and system obtains the weight letter after user's shopping at this time
Cease weight2；
Step 4: system matches weight information weight1 and weight information weight2, if weight1=
Weight2, it was demonstrated that user does not buy any article, then shop gate inhibition 4 opens, and customer is allowed directly to go out shop door 1；If
Weight2 > weight1, it was demonstrated that user has purchased article, then prompts customer that all items of purchase are all placed on checkout station 6,
To carry out commodity clearing；System, which reports an error, if weight1 < weight2 re-starts weight-matched；
Step 5: user is placed on the article of purchase on checkout station 6 according to instruction, presses the settlement button on checkout station,
At this time gravity claim 2 weigh user clearing when weight information weight3, as weight3 > weight1, it was demonstrated that user not
The all items of purchase are all placed on checkout station 6, and system prompt user takes out storewide until weight3=weight1, it was demonstrated that
All items are all placed on checkout station 6 by user really, and using the identification technology of pure image, settlement button is just settled accounts at this time
Formality prompts user-pay；
Step 6: after user's clearing finish, user is prompted to take all items on checkout station 6 away, when on checkout station 6
All items be all removed after, shop gate inhibition 4 automatically opens, and user leaves, then prompt next bit user enter clearing area
7, step 3 is repeated to step 6.Shopping process does not allow other people to enter clearing area.
Gravity 2 is referred to as on-ground weigher, and shop gate inhibition 4 is gate.Face identification device I 3 and face identification device II 5 are face
Identifier.In step 6, checkout station 6 is equipped with the detection device whether being removed entirely for perceiving article.Detection device is to pass
Sensor.
In the use of the present invention, putting up unmanned shop management system first, come into operation after test passes, carry out it is wide into
The policy sternly gone out, user open shop door 1 and enter clearing area 7, and the gravity at shop door 1 of standing claims above 2, face exists towards setting
Gravity claims the face identification device I 3 of 2 entrance sides, after hearing that shop gate inhibition 4 opens sound, does shopping into shopping area 8,
Arbitrarily purchase article.
After user, which buys article, to return, the face identification device II 5 at shop gate inhibition 4, after successful match, quotient are scanned
Shop door is prohibited 4 and is opened, and then the user stands again claims on 2 in gravity.
If user does not buy any article, shop gate inhibition 4 is opened, this customer directly walks out shop door 1；If
User has purchased article, then prompts customer that all items of purchase are all placed on checkout station 6, to carry out commodity clearing；Customer
The article of purchase is all placed on checkout station 6 by voice alerting instruction, presses the settlement button on checkout station, system is surveyed at this time
It calculates, if all items of purchase are not all placed on checkout station 6 by user, system prompt user takes out all purchase articles,
Until all items are all placed on checkout station 6 by user really, settlement button just carries out accounting procedure at this time, uses pure image
Identification technology eliminates the troublesome work of labelling, prompts user-pay after counting spending amount.
After user's clearing finish (pay in cash or mobile payment), voice prompting user takes the institute on checkout station 6 away
There is article, after all items on checkout station 6 are all removed, shop gate inhibition 4 is automatically opened, this user leaves, and is then mentioned
Show that next bit user enters clearing area 7, similar bank ATM, wide-in and strict-out, single room operation.
By above-mentioned example, the present invention can ideally realize that the clearing of unmanned retail are accurate, fast, while can also take into account
Prevent client from stealing behavior, the technical solution for the Amazon go that compares is low-cost.The present invention design and implement nobody
Exhibition section deployment completion in Beijing company exhibition section and is restarted in shop, runs smoothness and stablizes, recognition effect is good, and shopping process is fast
Victory, it is deep to be liked by everybody.
Claims (9)
1. a kind of unmanned shop management system claimed based on gravity with vision, it is characterised in that: including for user identity authentication
Clearing area (7) cooperate the shopping area (8) done shopping for user with clearing area (7), and clearing area (7) include that store entrance is arranged in
The gravity of shop door (1), setting at shop door (1) claims (2), setting to claim the face identification device I of (2) entrance side in gravity
(3), it is arranged and claims (2) outlet side in gravity and exist positioned at the shop gate inhibition (4) of clearing area (7) and shopping area (8) junction, setting
Shop gate inhibition (4) side and face identification device II (5) corresponding with shop gate inhibition (4), setting claim (2) clearing side in gravity
Checkout station (6), the settlement button being arranged on checkout station (6).
2. a kind of unmanned shop management system claimed based on gravity with vision according to claim 1, it is characterised in that: people
Face identification device I (3) and checkout station (6) are separately positioned on the two sides that gravity claims (2), and face identification device II (5) and face are known
Other device I (3), which is arranged, claims the same side of (2) in gravity.
3. a kind of unmanned shop management system claimed based on gravity with vision according to claim 2, it is characterised in that: weight
Power (2) is referred to as rectangle.
4. a kind of unmanned shop management system claimed based on gravity with vision according to claim 3, it is characterised in that: weight
Power (2) is referred to as rectangle on-ground weigher, and shop gate inhibition (4) is gate.
5. a kind of unmanned shop management system claimed based on gravity with vision according to claim 4, it is characterised in that: people
Face identification device I (3) and face identification device II (5) are recognition of face device.
6. a kind of unmanned shop management system claimed based on gravity with vision according to claim 5, it is characterised in that: knot
Calculate platform (6) are equipped with the detection device whether being removed entirely for perceiving article.
7. a kind of unmanned shop management system claimed based on gravity with vision according to claim 6, it is characterised in that: visit
Survey device is sensor.
8. a kind of unmanned shop management method claimed based on gravity with vision, it is characterised in that: 7 institute of the claims is utilized
The unmanned store system stated, process are as follows: obtain user shopping before face information face1, the face information face2 after shopping into
Row authentication obtains the weight when weight information weight1 before user does shopping, the weight information weight2 after shopping, clearing
Information weight3 is measured, to determine whether user's Shopping Behaviors and clearing behavior occur.
9. a kind of unmanned shop management method claimed based on gravity with vision according to claim 8, it is characterised in that: purchase
Logistics journey includes the following steps:
Step 1: user open shop door (1) enter clearing area (7), then stand shop door (1) at gravity claim (2) above,
Face claims the face identification device I (3) of (2) entrance side in gravity towards setting, after face identification device I (3) identification face success,
The weight information weight1 before face information face1 and shopping before system records user shopping；
Step 2: after the face information face1 and weight information weight1 success before record user's shopping, shop gate inhibition (4) is beaten
It opens, user enters shopping area (8) and does shopping, and arbitrarily buys article；
Step 3: after user, which buys article, to return, after face identification device II (5) success at scanning shop gate inhibition (4),
System obtains the face information face2 after shopping, and matches to face2 and face1, while extracting the user and entering shop
The weight information weight1 before shopping when door (1), the face information before face information face2 and shopping after shopping
After face1 successful match, shop gate inhibition (4) is opened, and user stands again to be claimed on (2) in gravity, and system obtains user's shopping at this time
Weight information weight2 afterwards；
Step 4: system matches weight information weight1 and weight information weight2, if weight1=
Weight2, it was demonstrated that user does not buy any article, then shop gate inhibition (4) opens, and customer is allowed directly to go out shop door (1)；If
Weight2 > weight1, it was demonstrated that user has purchased article, then prompts customer that all items of purchase are all placed on checkout station (6)
On, to carry out commodity clearing；System, which reports an error, if weight1 < weight2 re-starts weight-matched；
Step 5: user is placed on the article of purchase on checkout station (6) according to instruction, presses the settlement button on checkout station, this
Shi Chongli claim (2) weigh user clearing when weight information weight3, as weight3 > weight1, it was demonstrated that user not
The all items of purchase are all placed on checkout station (6), and system prompt user takes out storewide until weight3=weight1, card
All items are all placed on checkout station (6) by bright user really, and settlement button just carries out accounting procedure at this time, and user is prompted to pay
Money；
Step 6: after user's clearing finish, user is prompted to take all items on checkout station (6) away, when on checkout station (6)
All items be all removed after, shop gate inhibition (4) automatically opens, and user leaves, then prompt next bit user enter clearing
Area (7), repeats step 3 to step 6.
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| CN201910745589.0A CN110428532A (en) | 2019-08-13 | 2019-08-13 | A kind of unmanned shop management system and method claimed based on gravity with vision |
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| IT202000025342A1 (en) * | 2020-10-26 | 2022-04-26 | Marco Sasso | ANTI-SHOPPING SYSTEM |
| CN115965249A (en) * | 2022-12-16 | 2023-04-14 | 多彩贵州印象网络传媒股份有限公司 | Video network customer intelligent analysis management system based on artificial intelligence technology |
| CN117876958A (en) * | 2023-12-21 | 2024-04-12 | 四川汉唐云分布式存储技术有限公司 | Unattended market operation management system and method |
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