CN112598838A - Public transport ticketing identity recognition system and equipment based on gait - Google Patents

Public transport ticketing identity recognition system and equipment based on gait Download PDF

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Publication number
CN112598838A
CN112598838A CN202011394128.2A CN202011394128A CN112598838A CN 112598838 A CN112598838 A CN 112598838A CN 202011394128 A CN202011394128 A CN 202011394128A CN 112598838 A CN112598838 A CN 112598838A
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gait
identity recognition
recognition system
server
public transportation
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李今鸣
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Wuhan Fiberhome Digtal Technology Co Ltd
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Wuhan Fiberhome Digtal Technology Co Ltd
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    • 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
    • G07C9/37—Individual registration on entry or exit not involving the use of a pass in combination with an identity check using biometric data, e.g. fingerprints, iris scans or voice recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
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    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/08—Payment architectures
    • G06Q20/14—Payment architectures specially adapted for billing systems
    • 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
    • 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
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/26—Government or public services
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/94—Hardware or software architectures specially adapted for image or video understanding
    • G06V10/95—Hardware or software architectures specially adapted for image or video understanding structured as a network, e.g. client-server architectures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • G06V40/23—Recognition of whole body movements, e.g. for sport training
    • G06V40/25—Recognition of walking or running movements, e.g. gait recognition
    • 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
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/01—Protocols
    • H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
    • H04L67/025—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
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    • H04L67/10—Protocols in which an application is distributed across nodes in the network
    • H04L67/1001—Protocols in which an application is distributed across nodes in the network for accessing one among a plurality of replicated servers
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    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
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    • H04L67/01—Protocols
    • H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00—Television systems
    • H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H04N7/181—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources

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Abstract

The embodiment of the invention provides a public transport ticketing identity recognition system and equipment based on gait. The system comprises: the front-end camera is used for acquiring gait video stream of a person; the server is used for analyzing the gait video stream of the personnel to obtain a first step state characteristic value, comparing the first step state characteristic value with a second step state characteristic value in the background database and sending a comparison result to the background server and the charging module; the background database is used for storing the second step characteristic value and the personnel information passing through the gate; the charging module is used for charging corresponding personnel according to the comparison result sent by the server; and the client is used for marking the personnel information and storing the marked personnel information in a background database. The gait-based public transportation ticket selling identity recognition system and equipment provided by the embodiment of the invention can confirm a large amount of personnel identity information without depending on face recognition, and directly pay without sensing, thereby improving the convenience of public transportation.

Description

Public transport ticketing identity recognition system and equipment based on gait
Technical Field
The embodiment of the invention relates to the technical field of pattern recognition, in particular to a public traffic ticketing identity recognition system and equipment based on gait.
Background
Public transportation has been rapidly developed in recent years, and is remarkably increased and improved in aspects such as travel modes, passenger capacity and speed. Public transportation has become an essential part of the day for many people. Therefore, development of a public transportation ticket selling identification system and equipment based on gait can effectively overcome the defects in the related technologies, and is an urgent technical problem to be solved in the industry.
Disclosure of Invention
In view of the above problems in the prior art, embodiments of the present invention provide a gait-based public transportation ticket sale identification system and device.
In a first aspect, an embodiment of the present invention provides a gait-based public transportation ticketing identity identification system, including: the front-end camera is used for acquiring gait video stream of a person; the server is used for analyzing the gait video stream of the personnel to obtain a first step state characteristic value, comparing the first step state characteristic value with a second step state characteristic value in the background database and sending a comparison result to the background server and the charging module; the background database is used for storing the second step characteristic value and the personnel information passing through the gate; the charging module is used for charging corresponding personnel according to the comparison result sent by the server; and the client is used for marking the personnel information and storing the marked personnel information in a background database.
Based on the content of the system embodiment, in the gait-based public transportation ticketing identity recognition system provided in the embodiment of the present invention, the front-end camera is further configured to push a video stream to the client according to a requirement of the client.
On the basis of the content of the system embodiment, the gait-based public transportation ticket-selling identity recognition system provided by the embodiment of the invention has the advantages that the number of the servers is several, and the upper limit of the number of paths which can be operated by each server is determined.
On the basis of the content of the system embodiment, the gait-based public transportation ticket selling identity recognition system provided by the embodiment of the invention has the advantages that the charging module is linked with a plurality of charging modes for charging.
On the basis of the content of the system embodiment, the gait-based public transportation ticket selling identity recognition system provided by the embodiment of the invention comprises the following charging modes: pay for treasure, WeChat, and/or public transaction payment platforms.
On the basis of the content of the system embodiment, the gait-based public transportation ticket selling identity recognition system provided by the embodiment of the invention is characterized in that the client is also used for viewing the video stream of the front-end camera.
On the basis of the content of the system embodiment, the gait-based public transportation ticket selling identity recognition system provided by the embodiment of the invention further comprises a client side and a server side, wherein the client side is used for inquiring the travel record of the person and the travel track of the real person according to the time and/or the space.
In a second aspect, an embodiment of the present invention provides an electronic device, including:
at least one processor; and
at least one memory communicatively coupled to the processor, wherein:
the memory stores program instructions executable by the processor, and the processor calls the program instructions to perform the gait-based public transportation ticketing identity recognition system provided by any of the various implementations of the first aspect.
In a third aspect, an embodiment of the present invention provides a non-transitory computer-readable storage medium storing computer instructions that cause a computer to implement a gait-based ticket public transportation identity recognition system provided in any one of the various implementations of the first aspect.
According to the gait-based public transport ticket selling identity recognition system and the gait-based public transport ticket selling identity recognition equipment, the front-end camera, the server, the background database, the charging module and the client are integrated in a system, so that a large amount of personnel identity information can be confirmed without human face recognition, people can pay directly without feeling as long as the personnel pass through a gate, and convenience of public transport is improved.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, a brief description will be given below to the drawings required for the description of the embodiments or the prior art, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
Fig. 1 is a schematic structural diagram of a public transportation ticketing identity recognition system based on gait according to an embodiment of the invention;
fig. 2 is a schematic physical structure diagram of an electronic device according to an embodiment of the present invention;
fig. 3 is a schematic diagram of a partial structure of a ticket identity recognition system at a gate of a subway provided by an embodiment of the present invention;
fig. 4 is a schematic partial structure diagram of another subway entrance ticket selling identity recognition system according to an embodiment of the present invention;
fig. 5 is a schematic partial structure diagram of another subway gate ticket selling identity recognition system according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without any inventive step based on the embodiments of the present invention, are within the scope of the present invention. In addition, the technical features of the embodiments or individual embodiments provided in the present invention may be arbitrarily combined with each other to form a feasible technical solution, and such combination is not limited by the sequence of steps and/or the structural composition mode, but must be based on the realization of the technical solution by a person having ordinary skill in the art, and when the technical solution combination is contradictory or cannot be realized, the technical solution combination should be considered to be absent and not be within the protection scope of the present invention.
The embodiment of the invention provides a public transport ticketing identity recognition system based on gait, which is shown in figure 1 and comprises the following components: the front-end camera is used for acquiring gait video stream of a person; the server is used for analyzing the gait video stream of the personnel to obtain a first step state characteristic value, comparing the first step state characteristic value with a second step state characteristic value in a background database, and sending a comparison result to the background server and the charging module; the background database is used for storing the second step characteristic value and the personnel information passing through the gate; the charging module is used for charging corresponding personnel according to the comparison result sent by the server; and the client is used for marking the personnel information and storing the marked personnel information in a background database.
Based on the content of the above system embodiment, as an optional embodiment, in the public transportation ticketing identity recognition system based on gait provided in the embodiment of the present invention, the front-end camera is further configured to push a video stream to the client according to a requirement of the client.
Based on the content of the above system embodiment, as an optional embodiment, in the gait-based public transportation ticket selling identification system provided in the embodiment of the present invention, the number of the servers is several, and the upper limit of the number of roads that each server can run is determined. Specifically, the server can process multiple paths of video streams simultaneously, analyze characteristic values of people through gait while receiving the video stream transmitted back by the front-end camera, compare the characteristic values with characteristic values of marked people information in the database so as to identify the people information of the people, and then transmit the identified people information to the background database and the charging module. Because the analysis capability of the server to the algorithm is limited, a plurality of servers should be considered for the analysis algorithm, the maximum number of paths that each server can run simultaneously is set according to the capability of the server, and the distributed analysis is also beneficial to troubleshooting and quick replacement of the failed server.
Based on the content of the above system embodiment, as an optional embodiment, in the gait-based public transportation ticket selling identification system provided in the embodiment of the present invention, the charging module links multiple charging modes to perform charging.
Based on the content of the above system embodiment, as an optional embodiment, the gait-based public transportation ticketing identity recognition system provided in the embodiment of the present invention includes the following charging modes: payment treasures, WeChat and/or public transit payment platforms.
Based on the content of the above system embodiment, as an optional embodiment, in the public transportation ticketing identity recognition system based on gait provided in the embodiment of the present invention, the client is further configured to view a video stream of the front-end camera.
Based on the content of the system embodiment, as an optional embodiment, in the public transportation ticketing identity recognition system based on gait provided in the embodiment of the present invention, the client is further configured to query the travel record of the person and the travel track of the real person according to time and/or space.
Referring to fig. 3, taking a gate of a subway as an example, a monitoring camera 1 and a gate 2 are installed at each gate. The gateway crossing should be as long as possible to ensure that a sufficient length of gait video sequence can be captured and provided for the analysis of the rear-end gait analysis server. The camera 1 is connected with a public transport local area network and pushes real-time video to a rear-end gait analysis server and a client side in the local area network. The communication protocol may use the national standard GB28181 for video and signaling. With continued reference to fig. 4, the gait analysis server 3 (i.e., the server) receives the real-time video stream and performs gait analysis on the persons present in the video stream. The analyzed feature values are compared with the marked feature values in the database 4 (i.e., the background database) to identify the information of the person passing through the gate 2 (shown in fig. 3). If the database 4 marks that the person information of the person exists, the person is determined to be the person, and the gait analysis server 3 pushes the information to the background database 4 for storage and to the charging system 5 (namely, a charging module) for deduction. After the fee deduction is successful, the charging system 5 will return a command to open the gate 2 and put the identified person into the station. If the database is found not to mark the information of the person, the gate 2 is not opened, the person can purchase the ticket in other modes to get into the station for taking a bus, the service desk can also provide a payment account to require the staff to mark the person and add the person into the database 4, and the person can use gait recognition to automatically purchase the ticket without perception to get into the station in the next bus taking process. With continued reference to fig. 5, the client 6 can receive the real-time streaming video from each of the multi-site cameras 1. Checking the passing condition of each gate stored in the database 4, and adding a label in the database 4. It is also possible to query the trajectory of a person riding in public transport.
According to the gait-based public transport ticket selling identity recognition system and the gait-based public transport ticket selling identity recognition equipment, the front-end camera, the server, the background database, the charging module and the client are integrated in a system, so that a large amount of personnel identity information can be confirmed without human face recognition, people can pay directly without feeling as long as the personnel pass through a gate, and convenience of public transport is improved.
The system of the embodiment of the invention is realized by depending on the electronic equipment, so that the related electronic equipment is necessarily introduced. To this end, an embodiment of the present invention provides an electronic apparatus, as shown in fig. 2, including: at least one processor (processor)201, a communication Interface (communication Interface)204, at least one memory (memory)202 and a communication bus 203, wherein the at least one processor 201, the communication Interface 204 and the at least one memory 202 are configured to communicate with each other via the communication bus 203. The at least one processor 201 may invoke logic instructions in the at least one memory 202 to implement the various systems provided in the system embodiments.
Furthermore, the logic instructions in the at least one memory 202 may be implemented in software functional units and stored in a computer readable storage medium when sold or used as a stand-alone product. Based on such understanding, the technical solution of the present invention may be substantially implemented or contributed to by the prior art, or the technical solution may be partially implemented in a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the system according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
The above-described embodiments of the apparatus are merely illustrative, and the units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the present embodiment. One of ordinary skill in the art can understand and implement it without inventive effort.
Through the above description of the embodiments, those skilled in the art will clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and of course, can also be implemented by hardware. With this understanding in mind, the above-described technical solutions may be embodied in the form of a software product, which can be stored in a computer-readable storage medium, such as ROM/RAM, magnetic disk, optical disk, etc., and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to implement the method or system described in the embodiments or some parts of the embodiments.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present invention. Based upon this recognition, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
In this patent, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
Finally, it should be noted that: the above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.

Claims (9)

1. A public transport ticketing identity recognition system based on gait is characterized by comprising: the front-end camera is used for acquiring gait video stream of a person; the server is used for analyzing the gait video stream of the personnel to obtain a first step state characteristic value, comparing the first step state characteristic value with a second step state characteristic value in the background database and sending a comparison result to the background server and the charging module; the background database is used for storing the second step characteristic value and the personnel information passing through the gate; the charging module is used for charging corresponding personnel according to the comparison result sent by the server; and the client is used for marking the personnel information and storing the marked personnel information in a background database.
2. The gait-based public transportation ticketing identity recognition system of claim 1, wherein the front-end camera is further configured to push a video stream to the client according to the client's requirements.
3. A gait-based public transportation ticketing identity recognition system according to claim 1, wherein the number of servers is several and an upper limit on the number of ways each server can operate is determined.
4. The gait-based public transportation ticketing identity recognition system of claim 1, wherein the charging module is linked to a plurality of charging modes for charging.
5. A gait-based public transportation ticketing identity recognition system according to claim 4, wherein said plurality of charging modes includes: payment treasures, WeChat and/or public transit payment platforms.
6. A gait-based public transportation ticketing identity recognition system according to claim 1, wherein said client is further configured to view a video stream of a front-end camera.
7. The gait-based public transportation ticketing identity recognition system of claim 1, wherein the client is further configured to query a travel record of a person, a travel trajectory of a real person, according to time and/or space.
8. An electronic device, comprising:
at least one processor, at least one memory, a communication interface, and a bus; wherein the content of the first and second substances,
the processor, the memory and the communication interface complete mutual communication through the bus;
the memory stores program instructions executable by the processor, which are invoked by the processor to implement the system of any one of claims 1 to 7.
9. A non-transitory computer-readable storage medium storing computer instructions that cause a computer to implement the system of any one of claims 1 to 7.
CN202011394128.2A 2020-12-02 2020-12-02 Public transport ticketing identity recognition system and equipment based on gait Pending CN112598838A (en)

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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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Application publication date: 20210402