CN109859366A - A kind of subway of identity-based identification crosses brake system - Google Patents
A kind of subway of identity-based identification crosses brake system Download PDFInfo
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- CN109859366A CN109859366A CN201910205097.2A CN201910205097A CN109859366A CN 109859366 A CN109859366 A CN 109859366A CN 201910205097 A CN201910205097 A CN 201910205097A CN 109859366 A CN109859366 A CN 109859366A
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Abstract
The invention discloses a kind of subways of identity-based identification to cross brake system, comprising: terminal device, website control equipment, rear end control equipment, ticket management platform and gate equipment；The website control equipment and the terminal device, rear end control equipment are by being connected to the network communication, and the ticket management platform and rear end control equipment, the gate equipment are by being connected to the network communication；The terminal device includes image capture module, In vivo detection module, range finder module and image pre-processing module 1；The website control equipment includes characteristic extracting module and image pre-processing module 2；The rear end control equipment includes training module, identification module and memory module；The ticket management platform includes bill unit, payment unit and memory module；System through the invention, without media such as ticket card, mobile phones, energy rapid authentication passenger identity is realized the efficient fast passing of subway, is brought convenience to user.
Description
Technical field
The present invention relates to technical field of biometric identification, and in particular to a kind of subway of identity-based identification crosses brake system.
Background technique
With the accelerated development of urbanization process, urban population is constantly soaring, resident trip to the dependence of subway increasingly
Increase, subway passenger flow rapidly goes up.How passenger identity is fast and accurately verified, is to realize that subway rapidly and efficiently passes through, delays
Solve one of the effective ways of subway crowd congestion.
Currently, resident takes subway, authentication lockage is mainly carried out by the voucher in kind such as subway ticket card, or pass through
Bluetooth transmission, the mode for the mobile payments such as scanning the two-dimensional code carry out authentication lockage.By way of the vouchers such as ticket card, usually
Fixed ticket counter need to be arrived first and handle purchase ticket card, not only process is cumbersome, time-consuming, low efficiency, when the stream of people concentrates, also needs to be lined up
Booking is waited, congestion is be easy to cause；By way of the mobile payments such as mobile phone, although eliminating the process to line up for tickets, multiply
Visitor needs to get out the mobile devices such as mobile phone, tablet computer before lockage, and open APP, click ride (or booking) and etc. obtain
Bill out of the station is taken, then mobile device is subjected to bill transmission verifying close to gate, passenger is obtaining bill using mobile device
When, it usually needs it is stopped before gate, and both hands is needed to operate mobile device, in the case where carrying more luggage and articles,
It also needs to put down luggage and articles just and can be carried out operation, not only make troubles to user's use, when also causing passenger's lockage before gate
Residence time is longer, is unable to satisfy the demand that subway efficiently passes through, and in phase commuter rush hour, still can cause to a certain extent
Congestion.
Summary of the invention
It is a kind of based on body the technical problem to be solved by the present invention is to aiming at the above shortcomings existing in the prior art, provide
The subway of part identification crosses brake system, and without media such as ticket card, mobile phones, energy rapid authentication passenger identity realizes that subway is efficiently fast
Speed is current, brings convenience to user, and the pressure of subway crowd's congestion can be effectively relieved.
To realize the above goal of the invention, the technical solution adopted is that:
A kind of subway of identity-based identification crosses brake system, comprising: terminal device, website control equipment, rear end control equipment, ticket
Business management platform and gate equipment；The website control equipment and the terminal device, rear end control equipment pass through network
Connecting communication, the ticket management platform and rear end control equipment, the gate equipment pass through network connection communication；
The terminal device includes image capture module, In vivo detection module, range finder module and image pre-processing module 1, described
Image capture module is responsible for acquiring character image when user's lockage, and the In vivo detection module is for living to lockage user
Physical examination is surveyed, and the range finder module is used to detect the distance of target person, and described image preprocessing module 1 is for carrying out image basis
Pretreatment；
The website control equipment includes characteristic extracting module and image pre-processing module 2, and the characteristic extracting module is for mentioning
Character features are taken, described image preprocessing module 2 is pre-processed for image recognition；
The rear end control equipment includes training module, identification module and memory module, and the training module is used for user identity
Recognition training, the identification module are used for user identity identification, and the memory module is used for storing user's registered information and feature
Data；
The ticket management platform includes bill unit, payment unit and storage unit, and the bill unit is responsible for providing bill,
The payment unit is that user completes reimbursement of expense, and the storage unit is for storing user information and transaction record；
The gate equipment is for receiving bill and regulating gate opening and closing.
Further, the website control equipment further includes the identification module and weight library synchronization module, the weight
Library synchronization module is used to synchronize the model of the training module output.
Further, the terminal device further includes the characteristic extracting module and described image preprocessing module 2.
Further, the rear end control equipment further includes the characteristic extracting module and described image preprocessing module 2.
Further, the character image is whole body character image；The character features include: human body attitude feature and face
Portion's posture feature.
Further, the pretreatment of described image basis includes: dimension of picture adjustment, brightness adjustment and Gamma correction；It is described
Image recognition pretreatment includes: that target positioning, the most previous people of extraction and personage confine.
Further, the terminal device and website control equipment are several, and the website control equipment uses
Physical distribution formula calculates；Rear end control equipment using the service grid environment (Service mesh) based on Kubernetes into
Row arrangement.
Further, the website control equipment further includes advertisement control module, and the advertisement control module is for controlling
Advertisement plays.
Further, further includes: advertising management platform, the advertising management platform and website control equipment pass through net
Network connecting communication, the advertising management platform are used for releasing advertisements content.
The present invention also provides a kind of subway lockage methods of identity-based identification, comprising the following steps:
(1) user's registration:
User first passes through APP in advance and registers, typing user information, acquires user's registration image, and reconciliation to fixed register machine
Family, which is supplemented with money or opened, exempts from close payment；
(2) user identifies lockage:
When user entry/exit station, during walking close to gate, identification can be completed and purchase checks, gate opens a sluice gate to pass through.
The subway of identity-based identification of the invention crosses brake system, has the advantages that
(1) brake system is crossed using the subway that identity-based of the invention identifies, it can be achieved that passenger identity, which quickly identify, authenticates lockage,
When user's lockage, without the voucher in kind such as ticket card, bill acquisition and verifying are carried out without mobile devices such as operating handsets, without
Any other equipment is operated, identification and the automatic certified transmission of bill can be completed in natural walking process, there is no need to
It is stopped before gate, only need to directly stride gate, not only bring great convenience to user, moreover it is possible to effectively improve ground Tie Tong
Line efficiency alleviates the pressure of crowd's congestion.
(2) the subway lockage system flexibility of identity-based of the invention identification is good, efficiency of service is high, and occurs in network
Identity identifying and authenticating can be still carried out when failure, so as to preferably guarantee the smooth passage of subway.
Detailed description of the invention
Fig. 1 is the subway lockage system construction drawing of one embodiment of the invention identity-based identification.
Fig. 2 is the subway lockage system construction drawing of another embodiment of the present invention identity-based identification.
Fig. 3 is present invention control device distribution formula structure chart.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right
The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and
It is not used in the restriction present invention.
The purpose of the present invention is to provide a kind of subways of identity-based identification to cross brake system, is situated between without ticket card, mobile phone etc.
Matter, energy rapid authentication passenger identity, realizes the efficient fast passing of subway, brings convenience to user, and subway can be effectively relieved
The pressure of crowd's congestion.The subway of identity-based identification of the invention described in detail below crosses principle and the embodiment party of brake system
Formula makes those skilled in the art not need creative work and is appreciated that technology contents of the invention.
Embodiment one
Fig. 1 is the subway lockage system construction drawing of one embodiment of the invention identity-based identification.As shown in Figure 1, the present invention is a kind of
It includes: that terminal device, website control equipment, rear end control equipment, ticket management are flat that the subway of identity-based identification, which crosses brake system,
Platform and gate equipment, wherein gate equipment is divided into enter the station gate equipment and outbound gate equipment.Specifically, terminal device is pacified respectively
Loaded on entering the station in gate equipment and outbound gate equipment, terminal device and gate equipment pass through serial ports connecting communication, website control
By network connection communication, ticket management platform is set with rear end control equipment, gate for equipment and terminal device, rear end control equipment
It is standby to pass through network connection communication.
Terminal device includes image capture module, In vivo detection module, range finder module and image pre-processing module 1, image
Acquisition module is responsible for acquiring character image when user's lockage, it is preferred that acquires character image, figure map using binocular camera
As being whole body character image, more fully person characteristic information can get by acquisition whole body character image, to obtain higher
Recognition accuracy；In vivo detection module is used to carry out In vivo detection to lockage user, to effectively prevent photo, video etc. to take advantage of
Swindleness, it is preferred that carry out In vivo detection is combined using optical flow method and infrared stripes shadow casting technique；Range finder module is for detecting target
The distance of personage, when detecting target person in specified identification region, system is acquired target person image, preferably
, use is infrared, feel or ultrasonic method carries out ranging；Image pre-processing module 1 is for carrying out image basis pretreatment, image
Basis pretreatment includes dimension of picture adjustment, brightness adjustment and Gamma correction etc., is pre-processed by image basis higher to obtain
Picture quality.
Website control equipment includes characteristic extracting module and image pre-processing module 2, and characteristic extracting module is for extracting people
Object feature, it is preferred that character features include: human body attitude feature and facial pose feature, pass through human body attitude feature and face
The combination of posture feature carries out identification decision, and not only recognition accuracy is higher, requires reduction to the identification of single feature, it is not easy to
It is influenced by light, environment, makeup etc., it is preferred that character features are extracted using multichannel convolutive neural network；Image preprocessing mould
Block 2 is pre-processed for image recognition, and image recognition pretreatment includes that target positioning, the most previous people of extraction and personage confine, and is led to
Image recognition pretreatment is crossed preferably to obtain identification target.
Rear end control equipment includes training module, identification module and memory module, and training module is used for user identity identification
Training obtains identification model,Preferably, identification training is carried out using multichannel convolutive neural network；Identification module is used for
Lockage user identity identification, and export recognition result；Memory module is used for storing user's registered information and characteristic, will be each
Characteristic when each lockage of user stores, and accumulates recognition training sample, to continue to optimize identification model, improves and knows
Other precision and recognition efficiency.
The ticket management platform includes bill unit, payment unit and storage unit, and bill unit is responsible for providing bill,
Payment unit is that user completes reimbursement of expense, and storage unit is for storing user information and transaction record.
Gate equipment is for receiving bill and regulating gate opening and closing.Preferably, gate equipment is equipped with BLE module, is used for
Receive billing information.
Specifically, terminal device and website control equipment are several.Terminal device and website control equipment are mounted on respectively
A subway station, website are controlled equipment and are calculated using physical distribution formula.
The subway lockage system identification lockage method process of the identity-based identification of the present embodiment is as follows:
User first passes through APP in advance and registers, and registration process includes typing user information, such as cell-phone number, identification card number, to admittedly
Determine register machine acquisition user's registration whole body images, and to account charging or open and exempt from close payment, user's registration information will be stored in
Rear end controls equipment and ticket management platform.After succeeding in registration, user subway of the present invention can be used to cross brake system and carry out lockage
By bus.
When user entry/exit station, during walking close to gate, firstly, the range finder module of terminal device detects target user
Distance meet identification required distance after, In vivo detection module starts to carry out In vivo detection to target, and In vivo detection completes and accord with
After conjunction, image capture module starts to carry out whole body images acquisition to target；After Image Acquisition, image pre-processing module 1 is to image
Carry out the pretreatment of the basis such as dimension of picture adjustment, brightness adjustment and gamma correction；After the completion of the pretreatment of basis, then will by network
The pretreated image in basis is sent to website control equipment, and terminal device and website control equipment are preferably LAN connection,
Bandwidth resources are relatively sufficient, can better meet the transmission of personage's whole body images data；
Secondly, the image pre-processing module 2 of website control equipment carries out identification pretreatment, including target positioning, extraction to image
Most previous people and personage confine；After the completion of image recognition pretreatment, characteristic extracting module extracts character features, comprising: human body
Character features data after the completion of character features extract, then by network are sent to rear end by posture feature and facial pose feature
Control equipment is identified；
Finally, the identification module of rear end control equipment identifies user by characteristic, after identifying successfully, to ticketing service pipe
Platform requests bill；Control equipment transmission bill passes through ticket management platform after rear end controls equipment reception bill to the back-end
Bill is sent to the BLE module of gate equipment by network, and BLE module informs that gate is opened a sluice gate after receiving bill, user
Lockage is current.After user's completion is outbound, customer transaction data are sent to ticketing service equipment by network and carried out by outbound gate equipment
Management and storage.
When user entry/exit station, during walking close to gate, system completes above-mentioned identification and purchase to user
Verification process is checked, any equipment operation is carried out without user, cooperation is deliberately stopped without user, entirely identifies verification process
Quick rapid, passenger can be by the current lockage of natural walking velocity, and traffic efficiency is high.
Embodiment two
Fig. 2 is the subway lockage system construction drawing of another embodiment of the present invention identity-based identification.It is with one difference of embodiment,
The subway of the present embodiment identity-based identification crosses brake system, further includes: advertising management platform is used for releasing advertisements content；Website
Control equipment further includes advertisement control module, identification module and weight library synchronization module, and weight library synchronization module is for synchronous instruction
The model for practicing module output, identifies required weight library data to timely update；The identification of identification module and rear end control equipment
Module is identical, is used for lockage user identity identification, and export recognition result；Advertisement control module is for controlling advertisement broadcasting；Eventually
End equipment, rear end control equipment further include characteristic extracting module and image pre-processing module 2, and this feature extraction module and image are pre-
Processing module 2 is identical as the characteristic extracting module of website control equipment and image pre-processing module 2, and characteristic extracting module is for mentioning
Character features are taken, image pre-processing module 2 is pre-processed for image recognition.Advertising management platform and website control equipment pass through net
Network connecting communication docks the hair for carrying out ad content by the advertisement control module that website controls equipment with advertising management platform
Cloth.
The subway lockage system identification lockage method process of the identity-based identification of the present embodiment can be complete with embodiment one
It is identical, can also be different with embodiment one, be with one difference of embodiment: image recognition pretreatment and character features extract step
It can complete or transfer on the terminal device rear end control equipment to complete suddenly；In addition, identification step can control equipment by website
It completes, rear end control equipment is sent the result to after identifying successfully and carries out ticket requests.
It crosses brake system using the subway that the present embodiment identity-based identifies to carry out in the method for identification lockage, image recognition is pre-
Processing and character features extract calculation step and identification step can be considered 2 packaged black box tasks, image recognition
Pretreatment and character features extract calculation step and are considered as task one, and identification step is considered as task two.Wherein, task one can be
It is completed in terminal device, website control equipment or rear end control equipment, the priority for executing the task is that terminal device-is stood
Point control equipment --- rear end controls equipment, if terminal device is busy, is sent to the website control with terminal device coordination
Control equipment executes (terminal device of the same subway station is mutually coordinated equipment with website control equipment each other), the website of the coordination
When controlling device busy, then it is sent to remaining website control equipment and executes, when remaining website control equipment is busy, be then sent to
Rear end controls equipment and executes.Task two can be controlled in website and be completed in equipment or rear end control equipment, if task one is set in terminal
It is completed in standby or website control equipment, then task two is preferentially executed in coordination website control equipment, if coordination website controls equipment
When busy, then it is sent to remaining website control equipment and executes, when remaining website control equipment is busy, be then sent to rear end control
Equipment executes；If task one is completed in rear end control equipment, task two is also executed in rear end control equipment.
Fig. 3 is present invention control device distribution formula structure chart.Specifically, rear end control equipment uses and is based on Kubernetes
Service grid environment (Service mesh) be arranged.Website control equipment be it is N number of, website control equipment use physical distribution formula
It calculates, and identifies required weight library data from rear end control equipment is synchronous.Preferably, website control equipment and terminal device
By LAN connection, identification is completed in equipment by controlling in website, the dependence to internet can be reduced, is sent out in network
Identification and purchase ticket checking certification can be still carried out when raw failure.Know for example, completing passenger identity in website control equipment
After not, offline bill can be obtained by gate equipment in network failure, enable passenger's normal pass, so as to preferably protect
The smooth operation for demonstrate,proving subway is current.
As shown from the above technical solution, brake system is crossed, it can be achieved that passenger using the subway that identity-based of the invention identifies
Identity quickly identifies certification lockage, when user's lockage, without the voucher in kind such as ticket card, carries out without mobile devices such as operating handsets
Bill obtains and verifying, and without any other equipment is operated, identification and bill can be completed in natural walking process
Automatic certified transmission, there is no need to stop before gate, only need to directly stride gate, not only bring very big side to user
Just, moreover it is possible to effectively improve subway traffic efficiency, alleviate the pressure of crowd's congestion.
The subway of identity-based identification of the invention crosses brake system can be according to real network situation and heavy traffic situation spirit
Allotment black box task living, efficiency of service is high, and identity identifying and authenticating can be still carried out in network failure, so as to compared with
Guarantee the smooth passage of subway well.
It is understood that the principle that embodiment of above is intended to be merely illustrative of the present and the exemplary implementation that uses
Mode, however the present invention is not limited thereto.All within the spirits and principles of the present invention, it is made it is any modification, equally replace
It changes and improves, should be included within the scope of the present invention.
Claims (10)
1. a kind of subway of identity-based identification crosses brake system characterized by comprising terminal device, website control equipment, after
End control equipment, ticket management platform and gate equipment；The website control equipment and the terminal device, the rear end control
Equipment passes through network by network connection communication, the ticket management platform and rear end control equipment, the gate equipment
Connecting communication；
The terminal device includes image capture module, In vivo detection module, range finder module and image pre-processing module 1, described
Image capture module is responsible for acquiring character image when user's lockage, and the In vivo detection module is for living to lockage user
Physical examination is surveyed, and the range finder module is used to detect the distance of target person, and described image preprocessing module 1 is for carrying out image basis
Pretreatment；
The website control equipment includes characteristic extracting module and image pre-processing module 2, and the characteristic extracting module is for mentioning
Character features are taken, described image preprocessing module 2 is pre-processed for image recognition；
The rear end control equipment includes training module, identification module and memory module, and the training module is used for user identity
Recognition training, the identification module are used for user identity identification, and the memory module is used for storing user's registered information and feature
Data；
The ticket management platform includes bill unit, payment unit and storage unit, and the bill unit is responsible for providing bill,
The payment unit is that user completes reimbursement of expense, and the storage unit is for storing user information and transaction record；
The gate equipment is for receiving bill and regulating gate opening and closing.
2. the subway of identity-based identification according to claim 1 crosses brake system, which is characterized in that the website control is set
Standby further includes the identification module and weight library synchronization module, and weight library synchronization module is defeated for synchronizing the training module
Model out.
3. the subway of identity-based identification according to claim 1 crosses brake system, which is characterized in that the terminal device is also
Including the characteristic extracting module and described image preprocessing module 2.
4. the subway of identity-based identification according to claim 1 crosses brake system, which is characterized in that the rear end control is set
Standby further includes the characteristic extracting module and described image preprocessing module 2.
5. the subway of identity-based according to claim 1 identification crosses brake system, which is characterized in that the character image is
Whole body character image；The character features include: human body attitude feature and facial pose feature.
6. the subway of identity-based identification according to claim 1 crosses brake system, which is characterized in that described image basis is pre-
Processing includes: dimension of picture adjustment, brightness adjustment and Gamma correction；Described image identification pretreatment includes: target positioning, extracts
Most previous people and personage confine.
7. the subway of identity-based according to claim 1 identification crosses brake system, which is characterized in that the terminal device and
The website control equipment is several, and the website control equipment is calculated using physical distribution formula；The rear end controls equipment
It is arranged using the service grid environment (Service mesh) based on Kubernetes.
8. the subway of identity-based identification according to claim 1 crosses brake system, which is characterized in that the website control is set
Standby further includes advertisement control module, and the advertisement control module is for controlling advertisement broadcasting.
9. the subway of identity-based identification according to claim 8 crosses brake system, which is characterized in that further include: advertisement pipe
By network connection communication, the advertising management platform is used for platform, the advertising management platform and website control equipment
In releasing advertisements content.
10. a kind of subway lockage method of identity-based identification, which comprises the following steps:
(1) user's registration:
User first passes through APP in advance and registers, typing user information, acquires user's registration image, and reconciliation to fixed register machine
Family, which is supplemented with money or opened, exempts from close payment；
(2) user identifies lockage:
When user entry/exit station, during walking close to gate, identification can be completed and purchase checks, gate opens a sluice gate to pass through.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910205097.2A CN109859366A (en) | 2019-03-18 | 2019-03-18 | A kind of subway of identity-based identification crosses brake system |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910205097.2A CN109859366A (en) | 2019-03-18 | 2019-03-18 | A kind of subway of identity-based identification crosses brake system |
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ID=66901137
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| CN201910205097.2A Pending CN109859366A (en) | 2019-03-18 | 2019-03-18 | A kind of subway of identity-based identification crosses brake system |
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110223398A (en) * | 2019-06-12 | 2019-09-10 | 浙江机电职业技术学院 | A kind of Subway Automatic Fare Collection System and method |
| CN111815840A (en) * | 2020-07-17 | 2020-10-23 | 河南华辰智控技术有限公司 | Quick subway identity recognition system based on biological recognition |
| CN113496565A (en) * | 2020-04-02 | 2021-10-12 | 咪付（广西）网络技术有限公司 | Subway passing brake system based on artificial intelligence |
| CN117495388A (en) * | 2023-12-27 | 2024-02-02 | 环球数科集团有限公司 | Public service system based on web3 technology |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN203689590U (en) * | 2013-10-09 | 2014-07-02 | 四川空港知觉科技有限公司 | Personnel identity recognition equipment |
| CN106780909A (en) * | 2016-12-30 | 2017-05-31 | 通号通信信息集团有限公司 | The control method and device of gate equipment |
| CN107247941A (en) * | 2017-06-22 | 2017-10-13 | 易容智能科技（苏州）有限公司 | The sampling of accurate face and recognition methods of a kind of high hardware resiliency |
| CN109215139A (en) * | 2018-08-25 | 2019-01-15 | 咪付（广州）网络科技有限公司 | A kind of ticket-checked device and method based on recognition of face |
| CN109326011A (en) * | 2018-12-03 | 2019-02-12 | 咪付（广西）网络技术有限公司 | A kind of Subway Automatic Fare Collection System and method |
| CN109345437A (en) * | 2018-08-31 | 2019-02-15 | 无感通圆(武汉)科技有限公司 | Open convenient subway station system and application by bus |
| CN109409297A (en) * | 2018-10-30 | 2019-03-01 | 咪付（广西）网络技术有限公司 | A kind of personal identification method based on binary channels convolutional neural networks |
-
2019
- 2019-03-18 CN CN201910205097.2A patent/CN109859366A/en active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN203689590U (en) * | 2013-10-09 | 2014-07-02 | 四川空港知觉科技有限公司 | Personnel identity recognition equipment |
| CN106780909A (en) * | 2016-12-30 | 2017-05-31 | 通号通信信息集团有限公司 | The control method and device of gate equipment |
| CN107247941A (en) * | 2017-06-22 | 2017-10-13 | 易容智能科技（苏州）有限公司 | The sampling of accurate face and recognition methods of a kind of high hardware resiliency |
| CN109215139A (en) * | 2018-08-25 | 2019-01-15 | 咪付（广州）网络科技有限公司 | A kind of ticket-checked device and method based on recognition of face |
| CN109345437A (en) * | 2018-08-31 | 2019-02-15 | 无感通圆(武汉)科技有限公司 | Open convenient subway station system and application by bus |
| CN109409297A (en) * | 2018-10-30 | 2019-03-01 | 咪付（广西）网络技术有限公司 | A kind of personal identification method based on binary channels convolutional neural networks |
| CN109326011A (en) * | 2018-12-03 | 2019-02-12 | 咪付（广西）网络技术有限公司 | A kind of Subway Automatic Fare Collection System and method |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110223398A (en) * | 2019-06-12 | 2019-09-10 | 浙江机电职业技术学院 | A kind of Subway Automatic Fare Collection System and method |
| CN113496565A (en) * | 2020-04-02 | 2021-10-12 | 咪付（广西）网络技术有限公司 | Subway passing brake system based on artificial intelligence |
| CN111815840A (en) * | 2020-07-17 | 2020-10-23 | 河南华辰智控技术有限公司 | Quick subway identity recognition system based on biological recognition |
| CN111815840B (en) * | 2020-07-17 | 2021-12-31 | 河南华辰智控技术有限公司 | Quick subway identity recognition system based on biological recognition |
| CN117495388A (en) * | 2023-12-27 | 2024-02-02 | 环球数科集团有限公司 | Public service system based on web3 technology |
| CN117495388B (en) * | 2023-12-27 | 2024-04-05 | 环球数科集团有限公司 | Public service system based on web3 technology |
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