KR102503014B1 - Artificial intelligence-based non-contact admission management system - Google Patents

Abstract

Artificial intelligence-based non-contact admission that performs non-contact face recognition and body temperature measurement at the same time when an unspecified number or registered members enter, and combines member information registered in the cloud system with the recognized face to enable artificial intelligence-based member management. It relates to a management system, which registers face data through an admission management application, receives an admission notification service after entering, and receives points for using a service mall according to entrance. An admission confirmation terminal that determines whether or not a user is wearing a mask through facial recognition from a user's video, generates admission record information and delivers it to the management PC and admission management server, and utilizes the admission record information transmitted from the admission confirmation terminal to detect the user's position. An artificial intelligence-based non-contact admission management system is implemented, including an admission management server that automatically performs an admission notification service and a point payment service to the user terminal based on the delivery of the limiting management PC and admission record.

Description

Artificial intelligence-based non-contact admission management system}

The present invention relates to an artificial intelligence-based non-contact admission management system, in particular, performing non-contact face recognition and temperature measurement at the same time when an unspecified number or registered members enter, and combining recognized faces with member information registered in a cloud system. It is about an artificial intelligence-based non-contact admission management system that enables member management based on artificial intelligence.

In general, a method of measuring the body temperature of customers who enter for daily quarantine, creating a list, and registering information by scanning a barcode or the like is mainly used.

It manages the information of entering customers while measuring body temperature, making a list, or scanning barcodes.

Infectious diseases such as COVID-19, which has recently become a global epidemic, are known to spread through droplets (saliva droplets) and contact.

In other words, transmission occurs through droplets (saliva droplets) when coughing or sneezing, and by touching objects contaminated with the Corona 19 virus and then touching the eyes, nose, or mouth.

Symptoms of COVID-19 infection include various respiratory infections ranging from mild to severe, such as fever, malaise, cough, shortness of breath, and pneumonia, as well as phlegm, sore throat, headache, hemoptysis, nausea, and diarrhea.

Therefore, it is basic to measure the body temperature of customers for quarantine when entering a specific building, and input information such as making a list or scanning barcodes for later tracking.

In order to measure the customer's body temperature, since the measurer measures the body temperature with a thermometer in a state in close proximity to the customer, there is a concern about contact with the customer, so countermeasures are needed.

The list writing method or the barcode scanning method is inconvenient in that the customer has to manually write the list or scan the barcode.

Therefore, there is a demand for a method capable of measuring the body temperature in a non-contact manner and managing customer information at the same time.

On the other hand, conventionally proposed methods for managing entrance customers are disclosed in <Patent Document 1> to <Patent Document 3> below.

In <Patent Document 1>, the feature of the face of the visitor photographed and the entry permission time information limiting the time allowed for entry are registered in correspondence, and the face of the visitor is photographed and the feature of the face registered in the register is combined. and control the admission based on the admission permission time information.

In addition, <Patent Document 2> collects customer's facial information in the store to create customer information, and uses this to utilize the customer information for store customer management when the customer visits the store later.

In addition, <Patent Document 3> recognizes the face of a user who visits a store, and provides various services for each user by using changes in emotion of the user who visits the store based on the recognition result.

In addition, in <Patent Document 4>, the face recognition robot recognizes the customer's face and outputs the customer's past purchase history in real time, so that the employee providing the service sees consumer information, identifies the customer's history, and responds. , customer care.

However, the prior art described in <Patent Document 1> to <Patent Document 4> is mainly to photograph a customer entering and recognize the customer's face from the photographed image, and to measure the customer's body temperature, a separate contact method is used. There is a disadvantage in that the customer's body temperature must be measured using a thermometer.

In addition, the prior art disclosed in <Patent Document 1> to <Patent Document 4> is limited to simple facial recognition, and thus has a disadvantage in that it cannot be used as a method for quarantine measures against infectious diseases.

In addition, the prior art disclosed in <Patent Document 1> to <Patent Document 4> has a disadvantage in that it is difficult to safely manage customers who enter in a non-contact manner, or to warn customers when they are subject to quarantine, and to restrict entry.

Korean Registered Patent No. 10-0439118 (registered on June 25, 2004) (entrance management device and admission management method) Republic of Korea Patent Publication No. 10-2013-0089007 (2013.08.09. Publication) (Face recognition customer management system and method) Republic of Korea Patent Publication 10-2019-0113245 (published on October 8, 2019) (service method using facial information) Korean Registered Patent No. 10-2117824 (registered on May 27, 2020) (customer management system using facial recognition robot)

Therefore, the present invention is proposed to solve various problems arising from the direct contact method and the prior art of directly measuring the customer's body temperature using a general thermometer as described above, and a non-contact facial The purpose is to provide an artificial intelligence-based non-contact admission management system that performs recognition and body temperature measurement at the same time, and combines member information registered in the recognized face and cloud system to perform member management based on artificial intelligence.

In order to achieve the above object, the "artificial intelligence-based non-contact admission management system" according to the present invention,

A user terminal that transmits face data for admission management when receiving usage guide information through an admission management application, receives an entrance notification service after admission, and receives points for using a service mall according to admission;

When a user enters, the user is photographed and the body temperature is measured in a non-contact manner, and whether or not a mask is worn is determined through facial recognition from the photographed user image, and the entry record is made by combining the body temperature measurement information with the facial recognition information and whether or not the mask is worn. an admission confirmation terminal that generates information and transmits admission record information to a management PC and an admission management server;

a management PC that compares the entrance record information transmitted from the entrance confirmation terminal with the stored face data to limit the user's entrance and controls an alarm when quarantine information occurs; and

An admission management server that provides usage guide information by linking the user terminal with the admission management application and automatically performs an admission notification service and a point payment service to the user terminal based on the transfer of the admission record from the admission confirmation terminal. characterized by

In addition, the "artificial intelligence-based non-contact admission management system" according to the present invention,

In conjunction with the management PC, it is characterized by including an alarm generator that generates an alarm when the body temperature of the entering user exceeds a preset value or the user is not wearing a mask to perform both entry restriction and quarantine.

In the above, the admission confirmation terminal includes a face recognition body temperature measuring camera that measures the user's body temperature in a non-contact manner while photographing the user who enters; It is characterized in that it comprises a mask wearing determination unit for determining whether or not to wear a mask based on facial information recognized from the image of the user photographed through the facial recognition body temperature measuring camera.

In the above, the management PC analyzes the entrance record information transmitted from the entrance confirmation terminal, and if the quarantine information is included in the entrance record information, it is characterized in that the control PC analyzes the quarantine information and controls the generation of an alarm if the requirements for generating an alarm are met.

In the above, the management PC is characterized in that security is improved by preventing actual personal information of the user from being exposed by storing entrance record information using only facial recognition when a user enters and restricting entry using this.

In the above, the management PC analyzes the entrance record information transmitted from the entrance confirmation terminal, and if the quarantine information is included, the alarm information analysis unit analyzes the quarantine information and confirms that it corresponds to the alarm generation requirement; It is characterized in that it includes an alarm generation unit that generates an alarm when an alarm generation request according to quarantine is requested in conjunction with the alarm information analysis unit.

In the above, the admission management server registers member information transmitted from the management PC, extracts face data included in the admission record information when receiving entry record information from the admission confirmation terminal, and members already registered based on the extracted face data. It is characterized in that member information is extracted by searching information, and admission information is created and managed by combining the extracted member information and admission record information.

In the above, the entrance management server automatically creates an entrance service point based on the entrance information generated at each user entrance, and provides the entrance service point and entrance notification information to the user terminal,

The admission service point is a point that can be used only in a service mall operated by an admission management server, and the admission service point can be directly used only in a downloaded user terminal or transferred to another person for use.

According to the present invention, by simultaneously performing non-contact facial recognition and body temperature measurement of a user with a single camera, it is an optimal way to respond to infectious diseases by preventing inconvenience and waste of manpower due to existing direct body temperature measurement and providing non-contact equipment. There is an effect that can provide quarantine equipment.

In addition, according to the present invention, by measuring the body temperature of the entering customer and determining whether or not the mask is worn, when the body temperature is higher than the set value or not wearing a mask, it is alarmed to restrict entry and at the same time to perform the quarantine function.

In addition, according to the present invention, when an unspecified number or registered members enter, face recognition and temperature measurement are simultaneously performed in a non-contact manner, and member management based on artificial intelligence is implemented by combining the recognized face and member information registered in the cloud server. It also has an effect.

In addition, according to the present invention, only facial recognition is performed when a user enters, and only facial recognition information and entry date and time information are transmitted to the admission management server, so even if information is stolen by hacking, the user's personal information can be protected. , it has the effect of promoting security improvement.

1 is a schematic configuration diagram of an artificial intelligence-based non-contact admission management system according to the present invention;
2 is a block diagram of an embodiment of the admission confirmation terminal of FIG. 1;
Figure 3 is a block configuration diagram of an embodiment of the management PC of Figure 1;
Figure 4 is a block diagram of an embodiment of the admission management server of Figure 1;

Hereinafter, an artificial intelligence-based non-contact admission management system according to a preferred embodiment of the present invention will be described in detail with reference to the accompanying drawings.

The terms or words used in the present invention described below should not be construed as being limited to a conventional or dictionary meaning, and the inventor may appropriately define the concept of the term in order to explain his/her invention in the best way. It should be interpreted as a meaning and concept consistent with the technical spirit of the present invention based on the principle that it can be.

Therefore, the embodiments described in this specification and the configurations shown in the drawings are only preferred embodiments of the present invention, and do not represent all of the technical spirit of the present invention, so various equivalents and equivalents that can replace them at the time of the present application It should be understood that variations may exist.

1 is a schematic configuration diagram of an artificial intelligence-based non-contact admission management system according to a preferred embodiment of the present invention, including a user terminal 100, an admission confirmation terminal 200, a management PC 300, and an admission management server 400. , A service mall 500 and an alarm generator 600 may be included.

When the user terminal 100 receives usage guide information through the admission management application (APP), it serves to transmit face data for admission management, receive an admission notification service after admission, and receive points for using the service mall according to admission.

The user terminal 100 may use a mobile device such as a smart phone used by the entrance user.

A user who has been given points for using the service mall according to the entrance of a specific place accesses the service mall 500 where points can be used using the user terminal 100 to purchase products, and uses the points for using the service mall when paying Proceed to payment

The admission confirmation terminal 200 measures the body temperature while photographing the user when entering the user, and determines whether or not the user is wearing a mask through facial recognition from the photographed user image, and the body temperature measurement information, facial recognition information, and mask wearing information Combines to generate admission record information and serves to deliver it to the management PC 300 and the admission management server 400.

This admission confirmation terminal 200 is installed at the entrance of the place where the user enters, photographs the user and measures the user's body temperature in a non-contact manner.

The admission confirmation terminal 200 as described above captures a user who enters and simultaneously measures the user's body temperature in a non-contact manner. Includes a face recognition information generation unit 202 that recognizes a face from an image using a face recognition algorithm and generates face recognition information, and a mask wear determination unit 203 that determines whether or not a mask is worn based on the recognized face information do.

In addition, the entrance confirmation terminal 200 includes a body temperature information generation unit 204 that extracts only body temperature information from information measured by the face recognition body temperature measurement camera 201, the face recognition information, mask action information, and body temperature information. It is characterized in that it includes an admission record generation unit 205 that generates access record information using the access record and transfers the generated admission record information to the management PC 300 and the admission management server 400.

The management PC (personal computer) 300 registers as a member in the admission management server 400, receives a code for use, and serves to utilize the admission record information transmitted from the admission confirmation terminal 200.

The management PC 300 analyzes the entrance record information transmitted from the admission confirmation terminal 200, and if the quarantine information is included in the entrance record information, analyzes the quarantine information and controls the occurrence of an alarm if it meets the requirements for generating an alarm.

In addition, the management PC 300 restricts the user's entry using only facial recognition when entering the user, so that the user's actual personal information is not exposed and security can be improved.

As shown in FIG. 3, the management PC 300 provides the admission management server 400 with predetermined information and registers as a member, the member registration unit 301, and the user's face transmitted from the admission management server 400. The face registration unit 302 registers information as admission management information, the admission record receiving unit 303 receives the admission record information transmitted from the admission confirmation terminal 200, and the admission record information transmitted from the admission confirmation terminal 200 If the quarantine information is included by analyzing the quarantine information, the alarm information analysis unit 304 analyzes the quarantine information to confirm that the alarm generation requirements are met. It includes an alarm generation unit 305 and an access record storage unit 306 that stores the received admission record information.

The admission management server 400 registers as a member based on the member information requested from the management PC 300, and when the admission record is transmitted, the admission notification service and the point payment service are automatically provided to the user terminal 100 based on this. role to play.

The admission management server 400 serves to store and manage member information in conjunction with a management PC installed in each place in a cloud concept. Therefore, an operator who wants to manage admission customers does not need to manage separate member information, and performs customer information and management using the admission management server 400, which is a cloud server.

The admission management server 400 registers the member information transmitted from the management PC 300 and extracts face data included in the admission record information when receiving entrance record information from the admission confirmation terminal 200, and extracts Registered member information is searched based on face data, member information is extracted, and entry information is created and managed by combining the extracted member information and entry record information.

Preferably, the admission management server 400 automatically creates an entrance service point based on entrance information generated whenever a user enters, and provides the entrance service point and entrance notification information to the user terminal 100 in real time. Here, the admission service point is a point that can be used only in the service mall 500 operated by the admission management server 400 .

As shown in FIG. 4, the admission management server 400 stores member registration request information transmitted from the management PC 300 in a database (DB) 406 and registers the member as a member. The admission record receiving unit 402 receives the admission record information transmitted from the admission confirmation terminal 200, and the database 406 is searched using the face data included in the admission record information received from the admission record receiver 402. An admission information generation unit 403 that extracts member information, generates admission information by combining the extracted member information and admission record information, and registers the generated admission information in the corresponding member information of the database 406; An admission service point payment unit 404 that provides points for using the service mall whenever admission information is generated by the unit 403, and an admission notice corresponding to the admission information generated by the entrance information generation unit 403. It includes an information transmission unit 405 that transmits information and access service points to the user terminal 100 .

The member registration unit 401 classifies the members by assigning different codes to each member.

The admission management server 400 is characterized in that when the admission information is generated, if the admission user is a minor, it performs an admission notification service with a phone number registered in advance (for example, a parent's phone number).

The user terminal 100 may transfer the paid admission service point to another person.

The alarm generator 600 works in conjunction with the management PC 300, and generates an alarm when the body temperature of a user entering the room exceeds a preset value or the user is not wearing a mask, thereby restricting entry and performing quarantine at the same time. do

The operation of the artificial intelligence-based non-contact admission management system according to the present invention configured as described above is described in detail as follows.

First, the user who has installed the admission management application on the user terminal 100 registers as a member in the admission management server 400 by providing member registration information. Here, when you register as a member, you are given a code as part of the user guide. The code given in this way becomes identification information for distinguishing users. When registering as a member, the user's face is registered. The registered face information can be used as information to check the user's position in a specific place and to restrict the position.

That is, a user who wants to enter a specific place accesses the admission management server 400 through an admission management application installed in the user terminal 100 .

When the user terminal 100 is accessed, the member registration unit 401 of the admission management server 400 generates a unique code for identifying the corresponding user and transmits it to the user terminal 100 . Here, the unique code becomes all different identification information for each user.

When the user receives the unique code from the admission management application installed in the user terminal 100, the user requests registration of pre-stored face data to be registered. At this time, the face data to be registered is matched with the received unique code and transmitted to the admission management server 400 as user face information.

The member registration unit 401 of the admission management server 400 stores the transmitted unique code and face data in the database (DB) as admission management information.

Here, if the user is a minor, a person to be protected (eg, a parent) is registered together.

If the user is a minor, when the minor user visits a specific place and entry record information is generated, the admission information generator 403 of the admission management server 400 automatically provides an admission notification service to the registered parent's phone number. to provide. This allows parents with minors to recognize the places their children have visited in real time. This admission notification service can be used as child management information when parents enroll their children in a private academy or center.

An operator of a business that wants to manage admission customers through the admission management server 400, which is a cloud server, provides member registration information to the admission management server 400 through the management PC 300 and registers as a member. Even when the operator of the company registers as a member, he or she is given a code to identify the member. When registered as a member, the operator can perform member management through the admission management server 400 as an agent without the need to individually perform a separate database or other complex member management.

On the other hand, when a user visits a place operated by the operator, the face recognition body temperature measurement camera 201 of the entrance confirmation terminal 200 installed at the entrance photographs the user and measures the user's body temperature in a non-contact manner. Here, the user may be a user who has registered a face or an unspecified user who has not registered a face.

Here, the face recognition body temperature measurement camera 201 is a system composed of a monitor and a camera integrated, and displays a captured user image on a screen. The user views the photographing position indicator and moves his or her photographed face to fall within the range of the photographing position indicator to take a picture.

The face recognition body temperature measuring camera 201 takes a picture when a specific object is located at the recording location indicator and simultaneously measures the body temperature in a non-contact manner. Here, the body temperature can be measured within a range of 0.5 to 2.5 m (±0.3).

The photographed image thus measured is transmitted to the facial recognition information generation unit 202, and the body temperature information is transmitted to the body temperature information generation unit 204.

The face recognition information generator 202 recognizes a face from photographed information using a generally known face recognition algorithm. Here, the face recognition algorithm includes eye and nose alignment matching, PCA (Principal Component Analysis) that recognizes faces by extracting only characteristic parts, LDA (Linear Discriminant Analysis) that recognizes faces by extracting and comparing similarities, and nonlinear elements. EBGM (Elastic Bunch Graph Matching), which recognizes faces by comparing them, ICA (Iddependent Component Analysis), which recognizes faces by extracting new features from specific area classification features in addition to previously given features, and detects faces using contrast You can use Haar Classifier, etc. that recognizes the face by doing so.

In addition, the mask wearing determination unit 203 determines whether a mask is worn by using the face recognition result information recognized from the face recognition information generation unit 202, and generates mask wearing information as a result. Using the face recognition result information, if the nose or mouth information is clear, it is determined that the mask is not worn, and if the nose or mouth information is not clear, it is determined that the mask is worn.

In addition, the body temperature information generation unit 204 compares the transmitted measured body temperature information with a preset value set for infectious disease prevention, and generates fever body temperature information indicating that fever has occurred when the measured body temperature exceeds the set value, and the measurement If the body temperature does not exceed the set value, non-fever body temperature information indicating that no fever has occurred is generated.

The entrance record generation unit 205 generates the face recognition information generated by the face recognition information generation unit 202, the mask wearing/absence information generated by the mask wearing determination unit 203, and the body temperature information generation unit 204. It generates admission record information including fever or non-fever body temperature information and shooting and measurement date and time information. Here, information on whether or not to wear a mask and information on body temperature are referred to as quarantine information. If a mask is normally worn and fever is not present, there is no quarantine information, and if a mask is not worn and/or fever is present, quarantine information is generated. The admission record information generated in this way is transmitted to the management PC 300 and the admission management server 400 .

The admission record receiving unit 303 of the management PC 300 receives the admission record information transmitted from the admission confirmation terminal 200 .

The alarm information analyzer 304 of the management PC 300 analyzes the admission record information received from the admission record receiver 303 . Here, if there is no quarantine information in the entry record information, it is determined that it is simple entry record information, and if the entry record information includes quarantine information, the quarantine information is analyzed.

Thereafter, a request is made to the alarm generating unit 305 to generate an alarm according to the existence of quarantine information.

The alarm generation unit 305 generates an alarm generation control signal and transmits it to the alarm generator 600 so as to generate an alarm according to mask not wearing and/or fever.

The alarm generator 600 interlocks with the management PC 300, and upon receiving an alarm generating control signal from the alarm generating unit 305, an alarm is generated to alert that a user entering is not wearing a mask or has a fever. and limit entry through these warnings. That is, the alarm generator 600 issues an alarm when the body temperature of the entering user exceeds a preset value or the user is not wearing a mask, thereby restricting admission and quarantine at the same time.

In addition, the admission record storage unit 306 stores the admission record information received from the admission record receiving unit 303 .

Here, the entrance record information does not include personal information of the user who has entered, but simply includes only facial recognition information and entry date and time information. Therefore, even if the admission record information is hacked, it is impossible to disclose personal information, so security can be improved. Encrypting the admission record information with an encryption algorithm and transmitting it may be one method to improve security.

In addition, since the management PC 300 simply stores only the admission record information and can check the admission record information later as needed from the admission management server 400, there is no need to separately manage user information, and there is no need to build a database for this purpose. Since there is no need to build other systems, it is possible to reduce system construction costs.

On the other hand, in order to confirm whether the operator is a registered user and restrict admission, the user's face information is received through the admission management server 400 and stored in the admission record storage unit 306 . Thereafter, when the admission record information is received, face information stored in the admission record storage unit 306 is compared with face recognition information included in the admission record information, and whether or not a registered user is confirmed by matching. As a result of this comparison, when the stored face information and the recognized face recognition information are different, an alarm may be generated, and entry of unregistered users may be restricted.

The entrance management server 400 extracts face data included in the entrance record information when receiving the entrance record information from the entrance confirmation terminal 200 in a state in which operator information and user information have been registered in advance. Then, based on the extracted face data, registered member information is searched for, member information is extracted, and admission information is created and managed by combining the extracted member information and admission record information.

Preferably, the admission record receiver 402 of the admission management server 400 receives the admission record information transmitted from the admission confirmation terminal 200 and stores it in the database 406 .

When new admission record information is received, the admission information generator 403 searches the database 406 using face data included in the received admission record information and extracts member information. Subsequently, admission information is generated by combining the extracted member information and admission record information, and the member admission information is updated by matching the generated admission information with corresponding member information in the database 406 . When the admission information is generated, the admission notification service information is generated through the admission notification service function and transmitted to the information transmission unit 405 .

In addition, the admission service point payment unit 404 generates points for using the service mall whenever admission information is newly generated by the admission information generation unit 403 and transmits the points to the information transmission unit 405 . Here, the admission service point is a point that can be used only in the service mall (eg, SD Mall) 500 operated by the admission management server 400 .

The information transmission unit 405 transmits admission notification information and admission service points corresponding to the entrance information generated by the entrance information generation unit 403 to the user terminal 100 in real time.

Therefore, a user entering a specific place can receive a real-time entry record and entry notification service.

On the other hand, as another feature of the present invention, when the user is a minor, the information transmission unit 405 of the admission management server 400 performs an admission notification service with a pre-registered phone number (eg, parent's phone number). do.

As a result, parents with minor children can check the places their children have visited in real time, increasing efficiency in child education or child management.

On the other hand, as another feature of the present invention, the user can directly use the admission service points received through the user terminal 100 in the service mall 500 or transfer them to others. Since admission service points are generated simply by entering a designated place, a user using the admission management application has the advantage of being able to purchase various products for free with service points. The operator of the admission management server can receive management costs from the operator registered through the management PC, thereby generating profits. The access service point is provided only when a user visits a designated place for a certain period of time, thereby preventing the user from acquiring service points that can be obtained when the user repeatedly enters the same place in a short period of time.

As described in detail above, the present invention can simultaneously perform facial recognition and body temperature measurement in a non-contact manner when an unspecified number or registered members enter, so there is an effect that quarantine and member management can be performed at the same time. In addition, by combining the recognized face and member information registered in the cloud server to perform member management based on artificial intelligence, the operator of a member management company can conveniently manage members without having to have a separate member management system. In addition, parents with minors can know the places their children have visited in real time through the admission management application, thereby increasing the efficiency of their children's education.

Although the invention made by the present inventors has been specifically described according to the above embodiments, the present invention is not limited to the above embodiments, and it is common knowledge in the art that various changes can be made without departing from the gist of the present invention. It is self-evident to those who have

100: user terminal
200: admission confirmation terminal
201: Face recognition body temperature camera
202: face recognition information generation unit
203: mask wearing determination unit
204: body temperature information generating unit
205: admission record generation unit
300: management PC
301: member register
302: face register
303: admission record receiver
304: alarm information analysis unit
305: alarm generating unit
306: admission record storage unit
400: Admission management server
401: member register
402: admission record receiver
403: admission information generation unit
404: Admission service point payment unit
405: information transmission unit
406: database
500: service mall
600: alarm generator

Claims (9)

As an artificial intelligence-based non-contact system for managing admission,
A user terminal that transmits face data for admission management when receiving usage guide information through an admission management application, receives an entrance notification service after admission, and receives points for using a service mall according to admission;
When a user enters, the user is photographed and the body temperature is measured in a non-contact manner, and whether or not a mask is worn is determined through facial recognition from the photographed user image, and the entry record is made by combining the body temperature measurement information with the facial recognition information and whether or not the mask is worn. an admission confirmation terminal that generates information and transmits admission record information to a management PC and an admission management server;
Register as a member in the admission management server, receive a code for use, compare entrance record information transmitted from the admission confirmation terminal with stored face data to limit the user's entry, and control alarm generation when quarantine information occurs management PC; and
An admission management server that provides usage guide information by linking the user terminal with an admission management application and automatically performs an admission notification service and a point payment service to the user terminal based on the admission record transmitted from the admission confirmation terminal, ,
The management PC does not manage separate member information, and performs customer information and management using the admission management server, which is a cloud server.
The entrance management server automatically creates an entrance service point based on entrance information generated whenever a user enters, and provides an entrance service point and entrance notification information to a user terminal, and the entrance service point is a service operated by the entrance management server. Points that can only be used at the mall,
The admission management server performs an admission notification service with a pre-registered phone number when the admission user is a minor when the admission information is generated,
The admission management server extracts member information by searching a database using an admission record receiver that receives access record information transmitted from the admission confirmation terminal and face data included in the admission record information received from the admission record receiver, An admission information generator that generates admission information by combining the extracted member information with admission record information and registers the generated admission information in the corresponding member information in the database. Points for using the service mall are given whenever the admission information is generated An artificial intelligence-based non-contact admission management system comprising an entrance service point payment unit.
In claim 1, including an alarm generator that interlocks with the management PC and generates an alarm when the body temperature of a user entering the room exceeds a preset value or the user is not wearing a mask to simultaneously perform entry restriction and quarantine. Characterized by artificial intelligence-based non-contact admission management system.
In claim 1, the entrance confirmation terminal includes a facial recognition body temperature measuring camera that measures the user's body temperature in a non-contact manner while taking a picture of the user who enters; An artificial intelligence-based non-contact admission management system comprising a mask wearing determination unit for determining whether or not to wear a mask based on facial information recognized from the user's image taken through the facial recognition body temperature measurement camera.
The method of claim 1, wherein the management PC analyzes the entrance record information transmitted from the entrance confirmation terminal, and if the quarantine information is included in the entrance record information, the management PC analyzes the quarantine information and controls the occurrence of an alarm if the alert generation requirement is met. Artificial intelligence-based non-contact admission management system.
The artificial intelligence system of claim 1, wherein the management PC stores entrance record information using only facial recognition when a user enters, and restricts entry using this information, thereby preventing actual personal information of the user from being exposed and improving security. Intelligence-based non-contact admission management system.
The system of claim 1, wherein the management PC includes an alarm information analysis unit that analyzes the entrance record information transmitted from the admission confirmation terminal and, if the quarantine information is included, analyzes the quarantine information and confirms that the alarm generation requirements are met; An artificial intelligence-based non-contact admission management system comprising an alarm generating unit that generates an alarm when an alarm is requested according to quarantine in conjunction with the alarm information analysis unit.
The method of claim 1, wherein the admission management server registers member information transmitted from the management PC, extracts face data included in the admission record information when receiving entry record information from the admission confirmation terminal, and based on the extracted face data An artificial intelligence-based non-contact admission management system characterized by searching for pre-registered member information, extracting member information, and combining the extracted member information with entry record information to create and manage entry information.
delete The artificial intelligence-based non-contact admission management system of claim 1, wherein the admission service point can be used directly only in the downloaded user terminal or transferred to another person.

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