WO2022169055A1 - Kiosk system having face recognition and thermal image detection functions, and access control method using same - Google Patents
Kiosk system having face recognition and thermal image detection functions, and access control method using same Download PDFInfo
- Publication number
- WO2022169055A1 WO2022169055A1 PCT/KR2021/012608 KR2021012608W WO2022169055A1 WO 2022169055 A1 WO2022169055 A1 WO 2022169055A1 KR 2021012608 W KR2021012608 W KR 2021012608W WO 2022169055 A1 WO2022169055 A1 WO 2022169055A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- kiosk
- store
- terminal
- information
- user terminal
- Prior art date
Links
- 238000001514 detection method Methods 0.000 title claims abstract description 44
- 230000006870 function Effects 0.000 title claims abstract description 42
- 238000000034 method Methods 0.000 title claims description 30
- 230000005540 biological transmission Effects 0.000 claims abstract description 4
- 238000012544 monitoring process Methods 0.000 claims abstract description 4
- 230000001815 facial effect Effects 0.000 claims description 47
- 206010037660 Pyrexia Diseases 0.000 claims description 18
- 230000036760 body temperature Effects 0.000 claims description 17
- 230000010365 information processing Effects 0.000 claims description 13
- 238000010438 heat treatment Methods 0.000 claims description 6
- 238000001931 thermography Methods 0.000 claims description 6
- 238000005259 measurement Methods 0.000 claims description 3
- 238000004891 communication Methods 0.000 description 12
- 238000012545 processing Methods 0.000 description 10
- 238000010586 diagram Methods 0.000 description 7
- 230000008569 process Effects 0.000 description 7
- 208000001528 Coronaviridae Infections Diseases 0.000 description 5
- 208000025370 Middle East respiratory syndrome Diseases 0.000 description 5
- 238000006467 substitution reaction Methods 0.000 description 5
- 230000008901 benefit Effects 0.000 description 4
- 238000005065 mining Methods 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 3
- VYZAMTAEIAYCRO-UHFFFAOYSA-N Chromium Chemical compound [Cr] VYZAMTAEIAYCRO-UHFFFAOYSA-N 0.000 description 2
- 201000003176 Severe Acute Respiratory Syndrome Diseases 0.000 description 2
- 238000013528 artificial neural network Methods 0.000 description 2
- 238000013527 convolutional neural network Methods 0.000 description 2
- 238000007418 data mining Methods 0.000 description 2
- 239000000284 extract Substances 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 238000005192 partition Methods 0.000 description 2
- 208000024891 symptom Diseases 0.000 description 2
- 238000012549 training Methods 0.000 description 2
- 208000035473 Communicable disease Diseases 0.000 description 1
- 241001465754 Metazoa Species 0.000 description 1
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000009471 action Effects 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 238000003491 array Methods 0.000 description 1
- 230000000903 blocking effect Effects 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 238000013135 deep learning Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 230000036737 immune function Effects 0.000 description 1
- 208000015181 infectious disease Diseases 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
- 238000003058 natural language processing Methods 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 238000007781 pre-processing Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F17/00—Coin-freed apparatus for hiring articles; Coin-freed facilities or services
- G07F17/40—Coin-freed apparatus for hiring articles; Coin-freed facilities or services for devices for accepting orders, advertisements, or the like
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/01—Measuring temperature of body parts ; Diagnostic temperature sensing, e.g. for malignant or inflamed tissue
-
- 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
-
- 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
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
- G07C9/00563—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys using personal physical data of the operator, e.g. finger prints, retinal images, voicepatterns
-
- 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
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F17/00—Coin-freed apparatus for hiring articles; Coin-freed facilities or services
- G07F17/04—Coin-freed apparatus for hiring articles; Coin-freed facilities or services for anthropometrical measurements, such as weight, height, strength
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F9/00—Details other than those peculiar to special kinds or types of apparatus
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F9/00—Details other than those peculiar to special kinds or types of apparatus
- G07F9/006—Details of the software used for the vending machines
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/45—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from two or more image sensors being of different type or operating in different modes, e.g. with a CMOS sensor for moving images in combination with a charge-coupled device [CCD] for still images
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/57—Mechanical or electrical details of cameras or camera modules specially adapted for being embedded in other devices
Definitions
- the present invention relates to a kiosk system having facial recognition and thermal image detection functions and an access control method using the same.
- MERS Middle East Respiratory Syndrome
- SARS Severe Acute Respiratory Syndrome
- Korean Patent No. 10-1912390 uses a thermal imaging sensor to measure skin temperature, but there is a disadvantage in that it is impossible to determine the skin temperature change due to the external air temperature.
- An object of the present invention is to provide a kiosk system having facial recognition and thermal image detection functions that can solve the problems of the prior art, and an access control method using the same.
- a kiosk system having a facial recognition and thermal image detection function for solving the above problems includes: a user terminal that registers facial information on a platform and is issued an access waiting list for a store to be visited; When a customer with the customer terminal is located within the preset distance, after detecting the customer's face recognition and body temperature fever, the detection result is provided to the store terminal, and the customer's body temperature exceeds the preset temperature.
- a kiosk that requests a GPS positioning unit to transmit location information to a store terminal; and a store terminal for monitoring whether a customer whose body temperature and fever temperature exceeds a preset value based on the transmission value of the kiosk and the GSP positioning unit enters the room.
- the kiosk is a video camera for taking a face image of the entrant; a thermal imaging camera that detects the face heat temperature of the entrant; an information processing unit that confirms the identity of the person entering and exits based on the facial image, and determines whether access is possible based on the facial fever temperature; and an access number issuing unit that issues an access number when receiving an identification check and an access permission instruction from the information processing unit.
- the information processing unit is characterized in that, when the facial fever temperature exceeds a preset heating temperature, the location tracking of the user terminal of the corresponding person is requested to the GPS positioning unit.
- a platform management server that issues an encryption token obtained by encrypting user information input in the platform to the user terminal, wherein the platform management server is the time, date, and heat of contacting the kiosk in the encryption token. It is characterized in that at least one or more of temperature and in-store location information are recorded and stored as encrypted text.
- the access control method using a kiosk system having a facial recognition and thermal image detection function for solving the above problems is a step of issuing an access waiting number table for a store to be visited using a platform in a user terminal ; when the user carrying the user terminal is located in a preset area of the store, the kiosk detects the user's face recognition and body temperature fever, and then displays the detection result; Among the detection results, if the identification of the user is impossible or the facial body temperature exceeds the preset temperature, the GPS measurement unit requests indoor location tracking of the user terminal, and requests to transmit the tracked indoor location information of the user terminal to the store terminal. step; and monitoring whether the user terminal for which the location tracking is requested from the store terminal enters the room.
- the platform management server prior to the step of receiving the access waiting number table, further comprises issuing an encryption token obtained by encrypting user information input into the platform to the user terminal, the encryption token is It is characterized in that it is a program that records and stores at least one of the contact time, date, temperature of the kiosk, and location information in the store as encrypted text.
- the user can check the order information and make a reservation, so that it is possible to suppress the crowding phenomenon in which a large number of people are crowded due to waiting in a narrow place at a certain time.
- identification information is registered in the platform before visiting the store, it provides the advantage of being able to easily enter the store through a simple temperature check process after confirming the location information of the user terminal in which the identification information is registered.
- FIG. 1 is a network configuration diagram of a kiosk system having facial recognition and thermal image detection functions according to an embodiment of the present invention.
- FIG. 2 is a device block diagram of the kiosk shown in FIG. 1 .
- FIG. 3 is a block diagram showing a detailed configuration of the platform management server shown in FIG.
- 4 to 6 are flowcharts for explaining various examples of an access control method using a kiosk system having facial recognition and thermal image detection functions according to an embodiment of the present invention.
- FIG 7 illustrates an example computing environment in which one or more embodiments disclosed herein may be implemented.
- FIG. 1 is a network configuration diagram of a kiosk system having facial recognition and thermal image detection functions according to an embodiment of the present invention
- FIG. 2 is a device block diagram of the kiosk shown in FIG. 1
- FIG. 3 is shown in FIG. It is a block diagram showing the detailed configuration of the platform management server.
- the kiosk system 100 having a facial recognition and thermal image detection function includes a user terminal 200 , a kiosk 300 , a store terminal 400 and It includes a platform management server (500).
- Each component shown in FIG. 1 is connected to a network.
- the network refers to a connection structure in which information exchange is possible between each node, such as a plurality of terminals and servers.
- Examples of such networks include RF, 3rd Generation Partnership Project (3GPP) network, Long Term Evolution (LTE).
- 5GPP 5th Generation Partnership Project
- WIMAX World Interoperability for Microwave Access
- Internet LAN (Local Area Network), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network), PAN (Personal Area Network), Bluetooth (Bluetooth) network
- NFC satellite broadcasting network
- analog broadcasting network DMB (Digital Multimedia Broadcasting) network, and the like are included, but are not limited thereto.
- the user terminal 200 may be a terminal running the kiosk interworking platform 10 capable of interworking with the kiosk 300 having the facial recognition and thermal image detection functions presented herein.
- the user terminal 200 accesses the platform management server 400 to be described later through the kiosk interworking platform 10, and requests and receives the access number required for entering the store where the kiosk having facial recognition and thermal image detection functions is located.
- the kiosk interworking platform 10 requests and receives the access number required for entering the store where the kiosk having facial recognition and thermal image detection functions is located.
- the user terminal 200 may be a terminal that receives an encryption token obtained by encrypting personal identification information (facial information, etc.) registered in the kiosk interworking platform 10, and a kiosk 300 having facial recognition and thermal image detection functions. When close to , it may be a terminal that provides the corresponding encryption token to the kiosk 300 .
- the encryption token is a program that records and stores at least one information among the time, date, temperature of contact with the kiosk having facial recognition and thermal image detection functions, and information on the movement of the kiosk in the store where the kiosk is located.
- the information stored in the encryption token may be information processed using an encryption program in a platform management server to be described later.
- the user terminal 200 may be a terminal that can search for a store or a place in which a kiosk having a facial recognition and thermal image detection function is located using the kiosk interworking platform 10 , and also stores from the kiosk located in the store. It may be a terminal capable of receiving the information in it.
- the stores and places mentioned herein may be any place where electronic commerce is possible, such as a bank, a shopping mall, and a hospital.
- the user terminal 200 may be implemented as a computer that can access a remote server or terminal through a network.
- the computer may include, for example, navigation, a laptop equipped with a web browser, a desktop, and a laptop.
- At least one customer terminal 200 may be implemented as a terminal capable of accessing a remote server or terminal through a network.
- At least one customer terminal 200 for example, as a wireless communication device that guarantees portability and mobility, navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), PHS(Personal Handyphone System), PDA(Personal Digital Assistant), IMT(International Mobile Telecommunication)-2000, CDMA(Code Division Multiple Access)-2000, W-CDMA(W-Code Division Multiple Access), Wibro(Wireless Broadband Internet) ) terminal, a smart phone, a smart pad, a tablet PC, etc. may include all kinds of handheld-based wireless communication devices.
- the user terminal 200 may be a terminal capable of installing or opening a kiosk interworking platform (application, program, app page, web page, etc.).
- a kiosk interworking platform application, program, app page, web page, etc.
- the web browser is a program that enables the use of a web (world wide web) service, and refers to a program that receives and displays hypertext written in HTML (hyper text mark-up language), for example, Netscape , Explorer, and Chrome.
- the application means an application on the terminal, for example, includes an app (app) executed in a mobile terminal (smartphone).
- the kiosk 300 detects the customer's face recognition and body temperature fever when a customer holding the user terminal 200 on which the kiosk interworking platform is executed is located within a preset distance, and then sends the detection result to the store terminal. and may be a device that requests the GPS positioning unit to transmit the indoor location information of the customer whose body temperature exceeds a preset temperature to the store terminal.
- the kiosk 300 referred to in the present invention is connected to the Internet and a computer with the support of a wired or wireless Internet function, and can also perform functions such as e-mail, web browsing, banking or games, and is a general purpose standardized for these various functions.
- An OS may be used.
- various applications can be freely added or deleted on the general-purpose OS kernel, various user-friendly functions can be performed.
- the kiosk 300 may be combined with digital signage, and the above-described digital signage is a communication tool that can induce marketing, advertising, training effects and customer experience of companies, such as airports or hotels. It is a digital imaging device that provides specific information in public places such as hospitals and hospitals.
- the kiosk introduced herein may include various functions such as a previously known store search, a function to display product search results, a product payment function, a reservation function, a parking processing function, etc. Specifies that it is a device that stores and registers.
- the kiosk 300 having a face recognition and thermal image detection function includes a touch display 310 , an image camera 320 , a thermal image camera 330 , a memory 340 , a user interface unit 350 , and a network. It may include an interface unit 360 and an access number issuing unit 370, and may further include a configuration for performing and processing payment, information search, and the like.
- the kiosk 300 having a face recognition and thermal image detection function may further include an object detector for detecting an object of a preset radius using near-infrared or ultrasonic waves. Thermal imaging and facial recognition are performed automatically. Meanwhile, detailed descriptions of the above-described configuration for payment and information retrieval are omitted as they are the same as those previously known in various documents.
- the touch display 310 may be configured to display preset content information and graphic information corresponding to a user's touch input value (location information).
- the touch display 310 may generate a driving signal by converting an image signal processed by an information processing unit to be described later, a data signal, or an image signal, a data signal received from an external device interface, into R, G, and B signals, respectively.
- PDP PDP, LCD, OLED, flexible display (flexible display), three-dimensional display (3D display), etc. may be possible.
- the touch display 310 may include a GUI for displaying at least one content, for example, an object.
- the video camera 320 may be configured to take a body image of a target located in a preset area based on the above-described object detection signal, and then extract and provide a facial image from the body image.
- the thermal imaging camera 330 provides a thermal image of the heat state of the body of a subject located in a preset region based on the above-described object detection signal, and extracts and provides a thermal image of the facial region from among the thermal image. can be configuration.
- the video camera and the thermal imaging camera may be located at the same point, and the photographing angle may also be the same.
- the information processing unit 340 may be configured to confirm the identity of the entrant based on the facial image transmitted from the image capturing unit, and to determine whether the user is allowed to enter or not based on the thermal image of the facial region.
- the information processing unit 340 may be configured to only determine whether the user can enter or not based on the thermal image of the facial region. have.
- the information processing unit 340 may provide the access information (time, date) and heat temperature of the entered user to the platform management server 400 to be described later through the network interface unit 360 .
- the information processing unit 340 may be configured to request tracking of the location of the user terminal possessed by the user when the user's facial heating temperature exceeds a preset heating temperature.
- the memory 350 may be implemented by an EEPROM (Electrically Erasable Programmable Read-Only Memory) or the like, and stores a program for each signal processing and control in the information processing unit 340 , or a signal-processed image, audio, or It is also possible to store data signals. Also, the memory 350 may perform a function for temporarily storing an image, audio, or data signal input from the user interface unit 360 or the network interface unit 370 .
- EEPROM Electrical Erasable Programmable Read-Only Memory
- the memory 350 may be configured to store a reference of the identity information of the entrant and the face temperature information that can be accessed.
- the memory 340 stores information necessary for manipulation of the touch panel, preset content information corresponding to the touch information, and graphic information.
- the preset content information may include product information, advertisement information, manual information, and the like.
- the user interface unit 360 may be configured to provide an application program interface for executing and manipulating contents displayed on the kiosk.
- the network interface unit 370 may be configured to provide a communication interface for a wired or wireless network connection with an external device (not shown), the user terminal 200 and the platform management server 300 .
- an Ethernet terminal or the like may be provided for connection with a wired network.
- a wireless network for example, WLAN (Wireless LAN) (Wi-Fi), Wibro (Wireless broadband), Wimax (World Interoperability for Microwave Access), HSDPA (High Speed Downlink Packet Access) communication standards, etc. is available.
- WLAN Wireless LAN
- Wibro Wireless broadband
- Wimax Worldwide Interoperability for Microwave Access
- HSDPA High Speed Downlink Packet Access
- the network interface unit 370 performs a communication input/output function for exchanging data with external components, and can request and receive an encryption token through short-distance communication with a user terminal, and is described above with the platform management server 400 . It is possible to transmit identity confirmation information, facial fever temperature, exit information, and operation state information of the kiosk through one network, and receive operation setting information of the kiosk, information on waiting people for access, and the like from the platform management server 400 .
- the access (standby) number issuing unit 380 may be configured to issue an access (standby) number to the user based on the determination result value determined as the identification and/or normal heating temperature from the information processing unit.
- the access (standby) number issuing unit 380 may output the issued access (standby) number on paper or transmit it to the touch display panel of the kiosk.
- the GPS positioning unit may be configured to track location information of a user who has entered a store or a designated indoor place, and provides the tracked location information to a store terminal.
- the GPS positioning unit uses a plurality of positioning terminals to position the user's location information using a triangulation technique, a fingerprinting technique, and the like.
- Indoor positioning result information may be provided as a 3D map in the store terminal in conjunction with the LBS service system.
- a received signal strength indicator (RSSI) value received from at least three APs (Access Points) is converted into a distance, and a simple equation is applied to calculate the location.
- RSSI received signal strength indicator
- each of the positioning terminals is a terminal equipped with a beacon, a geomagnetic sensor, a gyro sensor, an accelerometer sensor, and a communication module (not shown), and periodically transmits a beacon signal and transmits data It may be a terminal with a function.
- the store terminal 500 may be configured to monitor whether or not a customer enters the room whose body temperature and fever temperature exceeds a preset value based on the transmission value of the kiosk and the GSP positioning unit.
- the store terminal 500 may be a terminal in which a program for displaying location information of a user moving in an indoor space as a 3D map is installed.
- the platform management server 400 may be configured to issue an encryption token obtained by encrypting user information input into the kiosk interworking platform 10 to the user terminal.
- the platform management server 400 converts at least one or more of the time, date, heat temperature, and location information (moving line) in the indoor store to the encrypted text when the kiosk having a facial recognition and thermal image detection function is touched in the issued encryption token. It may be configured to process and record storage.
- the platform management server 400 may include a platform providing unit 410 , an encryption token generation unit 420 , a kiosk management unit 430 , and an AI search unit 440 .
- the platform providing unit 410 functions to provide a kiost interworking platform (app).
- the kiosk interworking platform 10 may include applications, programs, web pages, etc. installed or driven in a user terminal through a network.
- the web browser is a program that enables the use of a web (World Wide Web) service, and refers to a program that receives and displays hyper text described in HTML (hyper text mark-up languge), for example, Netscape (Netscape). ), Explorer, and Chrome.
- HTML hyper text mark-up languge
- the application means an application on the terminal, for example, includes an app (app) executed in a mobile terminal (smartphone). Apps can be downloaded and installed from the application market, a virtual marketplace where mobile content can be freely bought and sold.
- the encryption token issuance unit 420 is the identity information of the user terminal 10, scissor encryption, single substitution encryption, multiple substitution encryption, stream encryption, block encryption (ECB encryption, CBC encryption, CFB encryption, OFB encryption, CTR) Encryption)) may be a configuration for issuing an encryption token to which one of the encryption structures is applied.
- Caesar encryption is an encryption method that moves and maps a specific location. If the encryption key is z, it maps to C that has moved from A to Z. When AB is encrypted, it is encrypted with a CD moved by Z.
- the single substitution cipher has a structure in which characters are mapped and encrypted using a substitution table
- the multiple substitution cipher is encryption in which N characters are substituted by assigning integer values to plaintext characters
- stream encryption is in bits and bytes. It is an in-key stream XOR encryption structure
- block encryption is a structure in which an input block of a fixed length is converted into an output block, and plaintext is encrypted for each fixed block.
- ECB plaintext block encryption
- DES Block 64-bit partition encryption
- AES block 128-bit partition encryption
- CBC in the same way as ECB, plaintext is encrypted by blocking and XOR-encrypted using a specific key value
- CFB padding
- OFB encryption used for video, audio data and analog signals
- CTR plaintext block and keystream XOR operation encryption
- the encryption token issuance unit 420 is provided by the kiosk in the encryption token issued to the user terminal, at least one or more of the time, date, heat temperature, and location information (moving line) in the indoor store when the user touched the kiosk.
- the kiosk may be of a configuration for recording and storing by encrypting in any one of the above-described encryption types.
- the encryption token issued by the encryption token issuing unit 420 may be decrypted in the kiosk interworking platform 10 executed in the user terminal.
- the encryption token issuing unit 420 may execute various encryption algorithms (RSA encryption algorithm, HASH encryption algorithm, DES encryption algorithm, AES encryption algorithm, SPEED encryption algorithm, etc.).
- the kiosk management unit 430 may be configured to manage location information and operation state (including normal and abnormal states) information of the kiosk having a facial recognition and thermal image detection function.
- the AI search unit 440 may be configured to search the kiosk location information input from the user terminal 200 and store information in which the corresponding kiosk is located through the AI algorithm.
- the AI search unit 224 refines unstructured data, structured data, and semi-structured data included in the stored raw data in order to build big data, and uses it as metadata. Preprocessing including classification may be performed, and analysis including data mining may be performed on the preprocessed data.
- data mining is a classification that predicts a class of new data by learning a training data set with a known class by exploring the inherent relationship between preprocessed data, or grouping data based on similarity without class information. clustering) can be performed.
- mining may be performed differently depending on the type of big data to be collected and stored or the type of query to be requested later.
- Big data constructed in this way can be verified through artificial neural network deep learning or machine learning.
- the artificial neural network can use a convolutional neural network (CNN) structure, which is a network structure using a convolutional layer and is suitable for image processing.
- CNN convolutional neural network
- text mining is a technology for the purpose of extracting and processing useful information from non/semi-structured text data based on natural language processing technology. Through text mining technology, it is possible to extract meaningful information from a large collection of texts, identify links with other information, find categories of texts, or obtain results beyond simple information search.
- 4 to 6 are flowcharts for explaining various examples of an access control method using a kiosk system having facial recognition and thermal image detection functions according to an embodiment of the present invention.
- the platform 10 in the user terminal 200 is By using the issuance of an access waiting number table for the store to be visited (S710).
- the kiosk 300 detects the user's face recognition and body temperature fever, and then outputs the detection result as a screen or voice (S720) and , If it is impossible to verify the user's identity among the detection results or if the facial body temperature exceeds the preset temperature, the GPS measurement unit requests indoor location tracking of the user terminal and transmits the tracked indoor location information of the user terminal to the store terminal. Request (S730).
- the store terminal 500 monitors whether the user terminal 200 for which the location tracking is requested enters the room (S740).
- the access control method ( S700 ) using a kiosk system having a facial recognition and thermal image detection function is performed before the step of receiving the access waiting number ticket, which is before the S710 process, in the platform management server.
- the method may further include issuing (S701) an encryption token obtained by encrypting user information input into the platform to the user terminal.
- the encryption token may be a program that records and stores at least one of the contact time, date, heat temperature, and location information in the store as encrypted text.
- the access control method ( S700 ) using a kiosk system having a facial recognition and thermal image detection function recognizes a user of a user terminal issued an encryption token from the platform management server 400 .
- the method may further include the process of recording and storing the time, date, fever temperature, and entry into the store (including indoor movement information) in the encryption token from the temperature-checked kiosk when the user touched the kiosk.
- the user can check the order information and make a reservation, so that it is possible to suppress the crowding phenomenon in which a large number of people are crowded due to waiting in a narrow place at a certain time.
- identification information is registered in the platform before visiting the store, it provides the advantage of being able to easily enter the store through a simple temperature check process after confirming the location information of the user terminal in which the identification information is registered.
- computing device 1100 may be a personal computer, server computer, handheld or laptop device, mobile device (mobile phone, PDA, media player, etc.), multiprocessor system, consumer electronics, minicomputer, mainframe computer, distributed computing environments including any of the aforementioned systems or devices, and the like.
- the computing device 1100 may include at least one processing unit 1110 and a memory 1120 .
- the processing unit 1110 may include, for example, a central processing unit (CPU), a graphic processing unit (GPU), a microprocessor, an Application Specific Integrated Circuit (ASIC), Field Programmable Gate Arrays (FPGA), and the like. and may have a plurality of cores.
- the memory 1120 may be a volatile memory (eg, RAM, etc.), a non-volatile memory (eg, ROM, flash memory, etc.), or a combination thereof.
- computing device 1100 may include additional storage 1130 .
- Storage 1130 includes, but is not limited to, magnetic storage, optical storage, and the like.
- the storage 1130 may store computer readable instructions for implementing one or more embodiments disclosed herein, and other computer readable instructions for implementing an operating system, an application program, and the like. Computer readable instructions stored in storage 1130 may be loaded into memory 1120 for execution by processing unit 1110 . Computing device 1100 may also include input device(s) 1140 and output device(s) 1150 .
- the input device(s) 1140 may include, for example, a keyboard, mouse, pen, voice input device, touch input device, infrared camera, video input device, or any other input device, or the like.
- the output device(s) 1150 may include, for example, one or more displays, speakers, printers, or any other output device, or the like.
- the computing device 1100 may use an input device or an output device included in another computing device as the input device(s) 1140 or the output device(s) 1150 .
- Computing device 1100 may also include communication connection(s) 1160 that enable computing device 1100 to communicate with other devices (eg, computing device 1300 ).
- communication connection(s) 1160 may be a modem, network interface card (NIC), integrated network interface, radio frequency transmitter/receiver, infrared port, USB connection, or other for connecting computing device 1100 to another computing device. It may include interfaces. Further, the communication connection(s) 1160 may include a wired connection or a wireless connection. Each component of the aforementioned computing device 1100 may be connected by various interconnections such as a bus (eg, peripheral component interconnection (PCI), USB, firmware (IEEE 1394), optical bus structure, etc.) and may be interconnected by a network 1200 .
- PCI peripheral component interconnection
- IEEE 1394 firmware
- optical bus structure etc.
- a component can be, but is not limited to being, a process running on a processor, a processor, an object, an executable, a thread of execution, a program, and/or a computer.
- the application running on the controller and the controller may be a component.
- One or more components may reside within a process and/or thread of execution, and components may be localized on one computer or distributed between two or more computers.
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Human Computer Interaction (AREA)
- Medical Informatics (AREA)
- Animal Behavior & Ethology (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Biophysics (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Pathology (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
A kiosk system having face recognition and thermal image detection functions, according to one embodiment of the present invention comprises: a customer terminal for registering face information in a platform and receiving an entrance waiting number ticket for a store to be visited; a kiosk, which recognizes the face of the customer, detects a febrile state, and then provides the detection result to a store terminal, and requests that the GPS positioning unit transmits, to the store terminal, indoor position information of a customer whose temperature is greater than a preset temperature, if a customer carrying the customer terminal is positioned within a preset distance; and the store terminal for monitoring, on the basis of transmission values of the kiosk and the GPS positioning unit, whether a customer, whose temperature is greater than a preset value, goes indoors.
Description
본 발명은 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템 및 이를 이용한 출입통제방법에 관한 것이다.The present invention relates to a kiosk system having facial recognition and thermal image detection functions and an access control method using the same.
사람은 항온동물로 분류되며 발병이 되는 경우 내부의 면역기능의 작용으로 체온의 변화가 발생한다.Humans are classified as warm-blooded animals, and when an outbreak occurs, changes in body temperature occur due to the action of internal immune functions.
메르스(Middle East Respiratory Syndrome, MERS) 또는 사스(Severe Acute Respiratory Syndrome, SARS)와 같은 심각한 전염병으로부터 흔히 나타나는 현상일 수 있다. It may be a common occurrence from serious infectious diseases such as Middle East Respiratory Syndrome (MERS) or Severe Acute Respiratory Syndrome (SARS).
2015년 메르스의 경우 메르스에 감염된 환자 관리의 실패로 많은 사람들이 메르스 감염 공포에 시달리고 이에 따른 많은 사회적인 비용이 발생되었다.In the case of MERS in 2015, failure to manage patients infected with MERS caused many people to suffer from the fear of MERS infection, which incurs many social costs.
이후, 각급 병원 및 의원, 산후조리원 등에서는 외래환자 및 방문객들에 대한 통제를 수행하고 있다. 그러나, 이러한 통제는 단순히 면회 시간을 제한하는 것으로, 통제된 면회 시간 내에 감염자가 출입하는 경우, 대비할 수 없다는 문제점이 존재한다. 따라서, 출입을 제한하는 방법으로 출입자의 체온을 측정하는 방안이 대두되었다.Since then, hospitals, clinics, and postpartum care centers at various levels have been controlling outpatients and visitors. However, this control simply limits the visit time, and there is a problem in that if an infected person enters and exits within the controlled visit time, it cannot be prepared. Therefore, a method of measuring the body temperature of an entrant has emerged as a method of restricting access.
특히, 한국등록특허 제10-1912390호는 열영상 센서를 이용하여 피부온도를 측정하나, 외부 대기온도에 의한 피부 온도 변화를 판단 불가능하다는 단점이 존재한다.In particular, Korean Patent No. 10-1912390 uses a thermal imaging sensor to measure skin temperature, but there is a disadvantage in that it is impossible to determine the skin temperature change due to the external air temperature.
이외에 본 발명과 관련된 선행문헌으로는 한국공개특허공보 제10-2003-0011582호가 있다.In addition, as a prior document related to the present invention, there is Korean Patent Application Laid-Open No. 10-2003-0011582.
본 발명이 해결하고자 하는 과제는 종래의 문제점을 해결할 수 있는 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템 및 이를 이용한 출입통제방법을 제공하는 데 그 목적이 있다.An object of the present invention is to provide a kiosk system having facial recognition and thermal image detection functions that can solve the problems of the prior art, and an access control method using the same.
상기 과제를 해결하기 위한 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템은 플랫폼 상에 안면정보를 등록하고, 방문할 매장에 대한 출입 대기번호표를 발급받는 사용자 단말; 상기 기 설정된 거리 내에 상기 고객단말을 소지한 고객이 위치하면, 해당 고객의 안면인식 및 체온발열 상태를 감지한 후, 감지결과를 매장단말로 제공하고, 체온이 기 설정 온도를 초과하는 고객의 실내위치정보를 매장단말로 전송하도록 GPS 측위부에 요청하는 키오스크; 및 상기 키오스크 및 상기 GSP 측위부의 전송값을 기초로 체온발열온도가 기 설정된 값을 초과하는 고객의 실내유입여부를 모니터링하는 매장단말을 포함한다. A kiosk system having a facial recognition and thermal image detection function according to an embodiment of the present invention for solving the above problems includes: a user terminal that registers facial information on a platform and is issued an access waiting list for a store to be visited; When a customer with the customer terminal is located within the preset distance, after detecting the customer's face recognition and body temperature fever, the detection result is provided to the store terminal, and the customer's body temperature exceeds the preset temperature. a kiosk that requests a GPS positioning unit to transmit location information to a store terminal; and a store terminal for monitoring whether a customer whose body temperature and fever temperature exceeds a preset value based on the transmission value of the kiosk and the GSP positioning unit enters the room.
일 실시예에서, 상기 키오스크는 출입자의 안면영상을 촬영하는 영상카메라; 상기 출입자의 안면발열온도를 감지하는 열화상 카메라; 상기 안면영상을 기초로 출입자의 신원을 확인하고, 상기 안면발열온도를 기초로 출입가능 여부를 판단하는 정보처리부; 및 상기 정보처리부로부터 신원확인 및 출입가능지시를 수신하면, 출입번호를 발급하는 출입번호 발급부를 포함한다.In one embodiment, the kiosk is a video camera for taking a face image of the entrant; a thermal imaging camera that detects the face heat temperature of the entrant; an information processing unit that confirms the identity of the person entering and exits based on the facial image, and determines whether access is possible based on the facial fever temperature; and an access number issuing unit that issues an access number when receiving an identification check and an access permission instruction from the information processing unit.
일 실시예에서, 상기 정보처리부는 상기 안면발열온도가 기 설정된 발열온도를 초과할 경우, 해당 출입자의 사용자 단말의 위치추적을 상기 GPS 측위부로 요청하는 것을 특징으로 한다.In an embodiment, the information processing unit is characterized in that, when the facial fever temperature exceeds a preset heating temperature, the location tracking of the user terminal of the corresponding person is requested to the GPS positioning unit.
일 실시예에서, 플랫폼 내에 입력된 사용자 정보를 암호화한 암호화 토큰을 상기 사용자 단말로 발급하는 플랫폼 관리서버를 더 포함하고, 상기 플랫폼 관리서버는 상기 암호화 토큰 내에 상기 키오스크를 접촉한 시간, 날짜, 발열온도, 매장 내 위치정보 중 적어도 하나 이상을 암호화문으로 기록저장하는 것을 특징으로 한다.In one embodiment, further comprising a platform management server that issues an encryption token obtained by encrypting user information input in the platform to the user terminal, wherein the platform management server is the time, date, and heat of contacting the kiosk in the encryption token. It is characterized in that at least one or more of temperature and in-store location information are recorded and stored as encrypted text.
상기 과제를 해결하기 위한 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템을 이용한 출입통제방법은 사용자 단말에서 플랫폼을 이용하여 방문할 매장에 대한 출입 대기번호표를 발급받는 단계; 상기 사용자 단말을 소지한 사용자가 해당 매장의 기 설정된 영역에 위치하면, 키오스크에서 해당 사용자의 안면인식 및 체온발열 상태를 감지한 후, 감지결과를 표시하는 단계; 감지결과 중 사용자의 신원확인이 불가하거나 또는 안면체온이 기 설정 온도를 초과하면, GPS 측정부로 사용자 단말의 실내위치추적을 요청하고, 추적한 사용자 단말의 실내위치정보를 매장단말로 전송하도록 요청하는 단계; 및 매장단말에서 위치추적이 요청된 사용자 단말의 실내유입여부를 모니터링하는 단계를 포함한다.The access control method using a kiosk system having a facial recognition and thermal image detection function according to an embodiment of the present invention for solving the above problems is a step of issuing an access waiting number table for a store to be visited using a platform in a user terminal ; when the user carrying the user terminal is located in a preset area of the store, the kiosk detects the user's face recognition and body temperature fever, and then displays the detection result; Among the detection results, if the identification of the user is impossible or the facial body temperature exceeds the preset temperature, the GPS measurement unit requests indoor location tracking of the user terminal, and requests to transmit the tracked indoor location information of the user terminal to the store terminal. step; and monitoring whether the user terminal for which the location tracking is requested from the store terminal enters the room.
일 실시예에서, 상기 출입 대기번호표를 발급받는 단계 이전에, 상기 플랫폼 관리서버에서 상기 플랫폼 내에 입력된 사용자 정보를 암호화한 암호화 토큰을 상기 사용자 단말로 발급하는 단계를 더 포함하고, 상기 암호화 토큰은 상기 키오스크를 접촉한 시간, 날짜, 발열온도, 매장 내 위치정보 중 적어도 하나 이상을 암호화문으로 기록 저장하는 프로그램인 것을 특징으로 한다.In one embodiment, prior to the step of receiving the access waiting number table, the platform management server further comprises issuing an encryption token obtained by encrypting user information input into the platform to the user terminal, the encryption token is It is characterized in that it is a program that records and stores at least one of the contact time, date, temperature of the kiosk, and location information in the store as encrypted text.
본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기반으로 동작하는 키오스크 시스템 및 이를 이용한 출입통제방법을 활용하면, 발열을 동반하는 감염자가 좁은 공간의 매장에 진입하는 것을 차단할 수 있고, 발열이 감지된 사람의 단말위치를 추적하여 실내 매장 내에 몰래들어오더라도 손쉽게 발열증상을 갖는 사람을 찾아낼 수 있다는 이점이 있다.By utilizing the kiosk system operating based on facial recognition and thermal image detection and the access control method using the same according to an embodiment of the present invention, it is possible to block an infected person with fever from entering a store in a narrow space, There is an advantage of being able to easily find a person with fever symptoms even if they sneak into an indoor store by tracking the location of the detected person's terminal.
또한, 온라인으로 예약 및 대기현황을 제공함으로써, 사용자가 순번 정보를 확인하고 예약할 수 있도록 해 일정 시간대에 좁은 장소에 대기로 인해 많은 사람들이 밀집하는 밀집현상을 억제할 수 있다는 이점이 있다.In addition, by providing reservation and waiting status online, the user can check the order information and make a reservation, so that it is possible to suppress the crowding phenomenon in which a large number of people are crowded due to waiting in a narrow place at a certain time.
또한, 매장 방문 전에 플랫폼 내에 신원확인정보를 등록하면, 신원정보가 등록된 사용자 단말의 위치정보 확인 후, 간단한 발열 체크 과정만을 통해 매장 진입을 간편하게 할 수 있다는 이점을 제공한다.In addition, if identification information is registered in the platform before visiting the store, it provides the advantage of being able to easily enter the store through a simple temperature check process after confirming the location information of the user terminal in which the identification information is registered.
도 1은 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템의 네트워크 구성도이다.1 is a network configuration diagram of a kiosk system having facial recognition and thermal image detection functions according to an embodiment of the present invention.
도 2는 도 1에 도시된 키오스크의 장치 블록도이다.FIG. 2 is a device block diagram of the kiosk shown in FIG. 1 .
도 3은 도 1에 도시된 플랫폼 관리서버의 세부구성을 나타낸 블록도이다.3 is a block diagram showing a detailed configuration of the platform management server shown in FIG.
도 4 내지 도 6은 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템을 이용한 출입통제방법의 다양한 예시를 설명하기 위한 흐름도이다.4 to 6 are flowcharts for explaining various examples of an access control method using a kiosk system having facial recognition and thermal image detection functions according to an embodiment of the present invention.
도 7은 본 명세서에 개진된 하나 이상의 실시예가 구현될 수 있는 예시적인 컴퓨팅 환경을 도시한 도이다.7 illustrates an example computing environment in which one or more embodiments disclosed herein may be implemented.
이하, 첨부된 도면들에 기초하여 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기반으로 동작하는 키오스크 및 이와 연동하는 O2O 플랫폼을 보다 상세하게 설명하도록 한다.Hereinafter, based on the accompanying drawings, a kiosk operating based on facial recognition and thermal image detection according to an embodiment of the present invention and an O2O platform interworking therewith will be described in more detail.
도 1은 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템의 네트워크 구성도이고, 도 2는 도 1에 도시된 키오스크의 장치 블록도이고, 도 3은 도 1에 도시된 플랫폼 관리서버의 세부구성을 나타낸 블록도이다.1 is a network configuration diagram of a kiosk system having facial recognition and thermal image detection functions according to an embodiment of the present invention, FIG. 2 is a device block diagram of the kiosk shown in FIG. 1, and FIG. 3 is shown in FIG. It is a block diagram showing the detailed configuration of the platform management server.
먼저, 도 1에 도시된 바와 같이, 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템(100)는 사용자 단말(200), 키오스크(300), 매장단말(400) 및 플랫폼 관리서버(500)를 포함한다.First, as shown in FIG. 1 , the kiosk system 100 having a facial recognition and thermal image detection function according to an embodiment of the present invention includes a user terminal 200 , a kiosk 300 , a store terminal 400 and It includes a platform management server (500).
도 1에 도시된 각 구성요소들은 네트워크로 연결된다. 여기서 네트워크는 복수의 단말 및 서버들과 같은 각각의 노드 상호 간에 정보 교환이 가능한 연결 구조를 의 미하는 것으로, 이러한 네트워크의 일 예에는 RF, 3GPP(3rd Generation Partnership Project) 네트워크, LTE(Long Term Evolution) 네트워크, 5GPP(5th Generation Partnership Project) 네트워크, WIMAX(World Interoperability for Microwave Access) 네트워크, 인터넷(Internet), LAN(Local Area Network), Wireless LAN(Wireless Local Area Network), WAN(Wide Area Network), PAN(Personal Area Network), 블루투스 (Bluetooth) 네트워크, NFC 네트워크, 위성 방송 네트워크, 아날로그 방송 네트워크, DMB(Digital Multimedia Broadcasting) 네트워크 등이 포함되나 이에 한정되지는 않는다.Each component shown in FIG. 1 is connected to a network. Here, the network refers to a connection structure in which information exchange is possible between each node, such as a plurality of terminals and servers. Examples of such networks include RF, 3rd Generation Partnership Project (3GPP) network, Long Term Evolution (LTE). ) network, 5th Generation Partnership Project (5GPP) network, WIMAX (World Interoperability for Microwave Access) network, Internet, LAN (Local Area Network), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network), PAN (Personal Area Network), Bluetooth (Bluetooth) network, NFC network, satellite broadcasting network, analog broadcasting network, DMB (Digital Multimedia Broadcasting) network, and the like are included, but are not limited thereto.
하기에서, 적어도 하나의 라는 용어는 단수 및 복수를 포함하는 용어로 정의되고, 적어도 하나의 라는 용어가 존재하지 않더라도 각 구성요소가 단수 또는 복수로 존재할 수 있고, 단수 또는 복수를 의미할 수 있음은 자명하다 할 것이다. 또한 각 구성요소가 단수 또는 복수로 구비되는 것은 실시예에 따라 변경가능하다 할 것이다.In the following, the term at least one is defined as a term including the singular and the plural, and even if at least one term does not exist, each component may exist in the singular or plural, and may mean the singular or plural. it will be self-evident In addition, it will be said that each component is provided in singular or plural depending on the embodiment.
먼저, 사용자 단말(200)은 본원에서 제시하는 안면인식 및 열화상 검출 기능을 갖는 키오스크(300)와 연동가능한 키오스크 연동 플랫폼(10)을 실행하는 단말일 수 있다.First, the user terminal 200 may be a terminal running the kiosk interworking platform 10 capable of interworking with the kiosk 300 having the facial recognition and thermal image detection functions presented herein.
사용자 단말(200)은 키오스크 연동 플랫폼(10)을 통해 후술하는 플랫폼 관리서버(400)에 접속하여 안면인식 및 열화상 검출 기능을 갖는 키오스크가 위치한 매장입장에 필요한 출입번호를 발급요청 및 발급받는 단말일 수 있다.The user terminal 200 accesses the platform management server 400 to be described later through the kiosk interworking platform 10, and requests and receives the access number required for entering the store where the kiosk having facial recognition and thermal image detection functions is located. can be
사용자 단말(200)은 키오스크 연동 플랫폼(10) 내에 등록된 개인 신원확인정보(안면정보 등)을 암호화한 암호화 토큰을 발급받는 단말일 수 있고, 안면인식 및 열화상 검출 기능을 갖는 키오스크(300)에 근접하면 해당 암호화 토큰을 키오스크(300)로 제공하는 단말일 수 있다.The user terminal 200 may be a terminal that receives an encryption token obtained by encrypting personal identification information (facial information, etc.) registered in the kiosk interworking platform 10, and a kiosk 300 having facial recognition and thermal image detection functions. When close to , it may be a terminal that provides the corresponding encryption token to the kiosk 300 .
여기서, 암호화 토큰은 안면인식 및 열화상 검출 기능을 갖는 키오스크와 접촉한 시간, 날짜, 발열온도, 해당 키오스크가 위치한 매장 내를 이동한 동선정보 중 적어도 하나 이상의 정보를 암호화문으로 기록저장한 프로그램일 수 있다.Here, the encryption token is a program that records and stores at least one information among the time, date, temperature of contact with the kiosk having facial recognition and thermal image detection functions, and information on the movement of the kiosk in the store where the kiosk is located. can
상기 암호화 토큰 내에 저장된 정보들은 후술하는 플랫폼 관리서버에서 암호화 프로그램을 이용하여 가공한 정보들일 수 있다.The information stored in the encryption token may be information processed using an encryption program in a platform management server to be described later.
또한, 사용자 단말(200)은 키오스크 연동 플랫폼(10)을 이용하여 안면인식 및 열화상 검출 기능을 갖는 키오스크가 위치하는 매장 또는 장소를 검색가능한 단말일 수 있고, 또한, 해당 매장에 위치한 키오스크로부터 매장 내의 정보를 제공받을 수 있는 단말일 수 있다.In addition, the user terminal 200 may be a terminal that can search for a store or a place in which a kiosk having a facial recognition and thermal image detection function is located using the kiosk interworking platform 10 , and also stores from the kiosk located in the store. It may be a terminal capable of receiving the information in it.
본원에서 언급하는 매장 및 장소는 은행, 쇼핑몰, 병원 등 전자상거래가 가능한 모든 곳일 수 있다.The stores and places mentioned herein may be any place where electronic commerce is possible, such as a bank, a shopping mall, and a hospital.
상기 사용자 단말(200)은 네트워크를 통하여 원격지의 서버나 단말에 접속할 수 있는 컴퓨터로 구현될 수 있다. 여기서, 컴퓨터는 예를 들어, 네비게이션, 웹 브라우저(WEB Browser)가 탑재된 노트북, 데 스크톱(Desktop), 랩톱(Laptop) 등을 포함할 수 있다. The user terminal 200 may be implemented as a computer that can access a remote server or terminal through a network. Here, the computer may include, for example, navigation, a laptop equipped with a web browser, a desktop, and a laptop.
또한, 네트워크를 통해 원격지의 서버나 단말에 접속할 수 있는 단말로 구현될 수 있다. 적어도 하나의 고객단말(200)은, 예를 들어, 휴대성과 이동성이 보장되는 무선 통신 장치로서, 네비게이션, PCS(Personal Communication System), GSM(Global System for Mobile communications), PDC(Personal Digital Cellular), PHS(Personal Handyphone System), PDA(Personal Digital Assistant), IMT(International Mobile Telecommunication)-2000, CDMA(Code Division Multiple Access)-2000, W-CDMA(W-Code Division Multiple Access), Wibro(Wireless Broadband Internet) 단말, 스마트폰(smartphone), 스마트 패드(smartpad), 타블렛 PC(Tablet PC) 등과 같은 모든 종류의 핸드헬드(Handheld) 기반의 무선 통신 장치를 포함할 수 있다.In addition, it may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one customer terminal 200, for example, as a wireless communication device that guarantees portability and mobility, navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), PHS(Personal Handyphone System), PDA(Personal Digital Assistant), IMT(International Mobile Telecommunication)-2000, CDMA(Code Division Multiple Access)-2000, W-CDMA(W-Code Division Multiple Access), Wibro(Wireless Broadband Internet) ) terminal, a smart phone, a smart pad, a tablet PC, etc. may include all kinds of handheld-based wireless communication devices.
또한, 사용자 단말(200)은 키오스크 연동 플랫폼(애플리케이션, 프로그램, 앱 페이지, 웹 페이지 등)을 설치하거나 또는 열 수 있는 단말일 수 있다.In addition, the user terminal 200 may be a terminal capable of installing or opening a kiosk interworking platform (application, program, app page, web page, etc.).
여기서, 웹 브라우저는 웹(WWW: world wide web) 서비스를 이용할 수 있게 하는 프로그램으로 HTML(hyper text mark-up language)로 서술된 하이퍼 텍스트를 받아서 보여주는 프로그램을 의미하며, 예를 들어 넷스케이프(Netscape), 익스플로러(Explorer), 크롬(chrome) 등을 포함한다. 또한, 애플리케이션은 단말 상의 응용 프로그램(application)을 의미하며, 예를 들어, 모바일 단말(스마트폰)에서 실행되는 앱(app)을 포함한다.Here, the web browser is a program that enables the use of a web (world wide web) service, and refers to a program that receives and displays hypertext written in HTML (hyper text mark-up language), for example, Netscape , Explorer, and Chrome. In addition, the application means an application on the terminal, for example, includes an app (app) executed in a mobile terminal (smartphone).
다음으로, 키오스크(300)은 기 설정된 거리 내에 키오스크 연동 플랫폼이 실행된 사용자 단말(200)을 소지한 고객이 위치하면, 해당 고객의 안면인식 및 체온발열 상태를 감지한 후, 감지결과를 매장단말로 제공하고, 체온이 기 설정 온도를 초과하는 고객의 실내위치정보를 매장단말로 전송하도록 GPS 측위부에 요청하는 장치일 수 있다.Next, the kiosk 300 detects the customer's face recognition and body temperature fever when a customer holding the user terminal 200 on which the kiosk interworking platform is executed is located within a preset distance, and then sends the detection result to the store terminal. and may be a device that requests the GPS positioning unit to transmit the indoor location information of the customer whose body temperature exceeds a preset temperature to the store terminal.
본 발명에서 언급하는 키오스크(300)는 유선 또는 무선 인터넷 기능의 지원으로 인터넷 및 컴퓨터에 접속되어, 이메일, 웹 브라우징, 뱅킹 또는 게임 등의 기능도 수행할 수 있으며, 이러한 다양한 기능을 위해 표준화된 범용 OS가 사용될 수도 있다. 또한 범용의 OS 커널 상에, 다양한 애플리케이션이 자유롭게 추가되거나 삭제될 수 있으므로, 사용자 친화적인 다양한 기능이 수행될 수 있다.The kiosk 300 referred to in the present invention is connected to the Internet and a computer with the support of a wired or wireless Internet function, and can also perform functions such as e-mail, web browsing, banking or games, and is a general purpose standardized for these various functions. An OS may be used. In addition, since various applications can be freely added or deleted on the general-purpose OS kernel, various user-friendly functions can be performed.
또한, 키오스크(300)는 디지털 사이니지와 결합이 가능할 수 있고, 상술한 디지털 사이니지는 기업들의 마케팅, 광고, 트레이닝 효과 및 고객 경험을 유도할 수 있는 커뮤니케이션 툴(tool)로서, 공항이나, 호텔, 병원 등 공공장소에서 특정한 정보를 제공하는 디지털 영상장치이다.In addition, the kiosk 300 may be combined with digital signage, and the above-described digital signage is a communication tool that can induce marketing, advertising, training effects and customer experience of companies, such as airports or hotels. It is a digital imaging device that provides specific information in public places such as hospitals and hospitals.
또한, 본원에서 소개하는 키오스크는 종래에 공지된 매장검색, 상품검색결과를 표시하는 기능, 상품결제기능, 예약기능, 주차처리기능 등 다양한 기능을 포함할 수 있으며, 위치한 매장 또는 장소와 관련된 정보를 저장 및 등록하는 장치임을 명시한다.In addition, the kiosk introduced herein may include various functions such as a previously known store search, a function to display product search results, a product payment function, a reservation function, a parking processing function, etc. Specifies that it is a device that stores and registers.
보다 구체적으로, 안면인식 및 열화상 검출 기능을 갖는 키오스크(300)는 터치디스플레이(310), 영상 카메라(320), 열화상 카메라(330), 메모리(340), 사용자 인터페이스부(350), 네트워크 인터페이스부(360) 및 출입번호 발급부(370)를 포함할 수 있고, 결제, 정보검색 등을 수행 및 처리하는 구성을 더 포함할 수 있다. More specifically, the kiosk 300 having a face recognition and thermal image detection function includes a touch display 310 , an image camera 320 , a thermal image camera 330 , a memory 340 , a user interface unit 350 , and a network. It may include an interface unit 360 and an access number issuing unit 370, and may further include a configuration for performing and processing payment, information search, and the like.
또한, 안면인식 및 열화상 검출 기능을 갖는 키오스크(300)는 근적외선 또는 초음파를 이용하여 기 설정된 반경의 객체를 감지하는 객체 감지부를 더 포함할 수 있어, 기 설정된 거리에 객체가 감지되면, 후술하는 열화상 및 안면인식 동작을 자동수행한다. 한편, 상술한 결제 및 정보검색 등에 대한 구성에 대한 상세한 설명은 종래에 다양한 문헌에서 공지된 내용들과 동일함으로 생략한다.In addition, the kiosk 300 having a face recognition and thermal image detection function may further include an object detector for detecting an object of a preset radius using near-infrared or ultrasonic waves. Thermal imaging and facial recognition are performed automatically. Meanwhile, detailed descriptions of the above-described configuration for payment and information retrieval are omitted as they are the same as those previously known in various documents.
상기 터치디스플레이(310)는 사용자의 터치 입력값(위치정보)에 상응하는 기 설정된 컨텐츠 정보 및 그래픽 정보를 디스플레이하는 구성일 수 있다.The touch display 310 may be configured to display preset content information and graphic information corresponding to a user's touch input value (location information).
상기 터치디스플레이(310)는 후술하는 정보처리부에서 처리된 영상 신호, 데이터 신호, 또는 외부장치 인터페이스에서 수신되는 영상신호, 데이터 신호 등을 각각 R, G, B 신호로 변환하여 구동 신호를 생성할 수 있고, PDP, LCD, OLED, 플렉시블 디스플레이(flexible display), 3차원 디스플레이(3D display) 등이 가능할 수 있다.The touch display 310 may generate a driving signal by converting an image signal processed by an information processing unit to be described later, a data signal, or an image signal, a data signal received from an external device interface, into R, G, and B signals, respectively. And, PDP, LCD, OLED, flexible display (flexible display), three-dimensional display (3D display), etc. may be possible.
또한, 터치디스플레이(310)는 적어도 하나 이상의 컨텐츠 예컨대, 오브젝트를 디스플레이하기 위한 GUI를 포함할 수 있다.Also, the touch display 310 may include a GUI for displaying at least one content, for example, an object.
영상 카메라(320)는 상술한 객체감지신호를 기초로 기 설정된 영역에 위치하는 대상의 신체영상을 촬영한 후, 신체영상 중 안면영상을 추출하여 제공하는 구성일 수 있다.The video camera 320 may be configured to take a body image of a target located in a preset area based on the above-described object detection signal, and then extract and provide a facial image from the body image.
열화상 카메라(330)는 상술한 객체감지신호를 기초로 기 설정된 영역에 위치하는 대상의 신체의 발열상태를 열화상 이미지로 제공하고, 열화상 이미지 중 안면영역의 열화상 이미지를 추출하여 제공하는 구성일 수 있다.The thermal imaging camera 330 provides a thermal image of the heat state of the body of a subject located in a preset region based on the above-described object detection signal, and extracts and provides a thermal image of the facial region from among the thermal image. can be configuration.
상기 영상 카메라 및 열화상 카메라는 동일지점에 위치할 수 있고, 촬영각도 또한 동일할 수 있다.The video camera and the thermal imaging camera may be located at the same point, and the photographing angle may also be the same.
다음으로, 정보처리부(340)는 영상촬영부에서 전송한 안면영상을 기초로 출입자의 신원을 확인하고, 상기 안면영역의 열화상 이미지를 기초로 사용자의 출입가능 여부를 판단하는 구성일 수 있다.Next, the information processing unit 340 may be configured to confirm the identity of the entrant based on the facial image transmitted from the image capturing unit, and to determine whether the user is allowed to enter or not based on the thermal image of the facial region.
또한, 상기 정보처리부(340)는 후술하는 네트워크 인터페이스부(360)를 통해 사용자 단말로부터 암호화 토큰을 수신할 경우, 상기 안면영역의 열화상 이미지를 기초로 사용자의 출입가능 여부만을 판단하는 구성일 수 있다.In addition, when receiving the encryption token from the user terminal through the network interface unit 360 to be described later, the information processing unit 340 may be configured to only determine whether the user can enter or not based on the thermal image of the facial region. have.
상기 정보처리부(340)는 출입된 사용자의 출입정보(시간, 날짜), 발열온도에 대한 정보를 네트워크 인터페이스부(360)를 통해 후술하는 플랫폼 관리서버(400)로 제공할 수 있다.The information processing unit 340 may provide the access information (time, date) and heat temperature of the entered user to the platform management server 400 to be described later through the network interface unit 360 .
상기 정보처리부(340)는 사용자의 안면발열 온도가 기 설정된 발열온도를 초과할 경우, 해당 사용자가 소지한 사용자 단말의 위치를 추적요청하는 구성일 수 있다.The information processing unit 340 may be configured to request tracking of the location of the user terminal possessed by the user when the user's facial heating temperature exceeds a preset heating temperature.
다음으로, 메모리(350)는 EEPROM(Electrically Erasable Programmable Read-Only Memory) 등에 의해 구현될 수 있으며, 정보처리부(340) 내의 각 신호 처리 및 제어를 위한 프로그램을 저장하거나, 신호 처리된 영상, 음성 또는 데이터 신호를 저장할 수도 있다. 또한, 메모리(350)는 사용자 인터페이스부(360) 또는 네트워크 인터페이스부(370)로부터 입력되는 영상, 음성, 또는 데이터 신호의 임시 저장을 위한 기능을 수행할 수도 있다.Next, the memory 350 may be implemented by an EEPROM (Electrically Erasable Programmable Read-Only Memory) or the like, and stores a program for each signal processing and control in the information processing unit 340 , or a signal-processed image, audio, or It is also possible to store data signals. Also, the memory 350 may perform a function for temporarily storing an image, audio, or data signal input from the user interface unit 360 or the network interface unit 370 .
또한, 상기 메모리(350)는 출입자의 신원정보 및 출입가능한 안면온도정보의 레퍼런스를 저장하는 구성일 수 있다.In addition, the memory 350 may be configured to store a reference of the identity information of the entrant and the face temperature information that can be accessed.
또한, 상기 메모리(340)는 터치패널의 조작에 필요한 정보들, 터치정보에 상응하는 기 설정된 컨텐츠 정보 및 그래픽 정보를 저장한다. 상기 기 설정된 컨텐츠 정보는 상품정보, 광고정보, 매뉴얼 정보 등을 포함할 수 있다.In addition, the memory 340 stores information necessary for manipulation of the touch panel, preset content information corresponding to the touch information, and graphic information. The preset content information may include product information, advertisement information, manual information, and the like.
다음으로, 사용자 인터페이스부(360)는 키오스크에 표시되는 컨텐츠들을 실행 및 조작하기 위한 응용프로그램 인터페이스를 제공하는 구성일 수 있다.Next, the user interface unit 360 may be configured to provide an application program interface for executing and manipulating contents displayed on the kiosk.
다음으로, 네트워크 인터페이스부(370)는 외부기기(미도시), 사용자 단말(200) 및 플랫폼 관리서버(300)와 유선 또는 무선 네트워크 접속을 위한 통신 인터페이스를 제공하는 구성일 수 있다. Next, the network interface unit 370 may be configured to provide a communication interface for a wired or wireless network connection with an external device (not shown), the user terminal 200 and the platform management server 300 .
예컨대, 유선 네트워크와의 접속을 위해, 이더넷(Ethernet) 단자 등을 구비할 수 있다. 또한, 무선 네트워크와의 접속을 위해, 예를 들어 WLAN(Wireless LAN)(Wi-Fi), Wibro(Wireless broadband), Wimax(World Interoperability for Microwave Access), HSDPA(High Speed Downlink Packet Access) 통신 규격 등을 이용할 수 있다.For example, for connection with a wired network, an Ethernet terminal or the like may be provided. In addition, for connection with a wireless network, for example, WLAN (Wireless LAN) (Wi-Fi), Wibro (Wireless broadband), Wimax (World Interoperability for Microwave Access), HSDPA (High Speed Downlink Packet Access) communication standards, etc. is available.
상기 네트워크 인터페이스부(370)는 외부구성들과의 데이터를 주고받기 위한 통신 입출력 기능을 수행하며, 사용자 단말과 근거리 통신을 통해 암호화 토큰을 요청 및 수신할 수 있고, 플랫폼 관리서버(400)로 상술한 네트워크를 통해 출입자의 신원확인정보, 안면발열온도, 출인정보, 키오스크의 동작상태정보등을 전송하고, 플랫폼 관리서버(400)로부터 키오스크의 동작설정정보, 출입대기자 정보 등을 제공받을 수 있다.The network interface unit 370 performs a communication input/output function for exchanging data with external components, and can request and receive an encryption token through short-distance communication with a user terminal, and is described above with the platform management server 400 . It is possible to transmit identity confirmation information, facial fever temperature, exit information, and operation state information of the kiosk through one network, and receive operation setting information of the kiosk, information on waiting people for access, and the like from the platform management server 400 .
다음으로, 출입(대기)번호 발급부(380)는 정보처리부로부터 신원확인 및/또는 정상발열온도로 판단된 판단결과값을 기초로 사용자에게 출인(대기)번호를 발급하는 구성일 수 있다.Next, the access (standby) number issuing unit 380 may be configured to issue an access (standby) number to the user based on the determination result value determined as the identification and/or normal heating temperature from the information processing unit.
상기 출입(대기)번호 발급부(380)는 발급된 출입(대기)번호를 종이로 출력할 수도 있고, 키오스크의 터치디스플레이 패널로 전송할 수도 있다.The access (standby) number issuing unit 380 may output the issued access (standby) number on paper or transmit it to the touch display panel of the kiosk.
다음으로, GPS 측위부는 매장 또는 지정된 실내장소에 출입한 사용자의 위치정보를 추적하고, 추적한 위치정보를 매장단말로 제공하는 구성일 수 있다.Next, the GPS positioning unit may be configured to track location information of a user who has entered a store or a designated indoor place, and provides the tracked location information to a store terminal.
상기 GPS 측위부는 복수 개의 측위 단말을 이용하여, 삼각측량(Triangulation) 기법, 핑거프린팅(Fingerprinting) 기법 등으로 사용자의 위치정보를 측위한다.The GPS positioning unit uses a plurality of positioning terminals to position the user's location information using a triangulation technique, a fingerprinting technique, and the like.
실내 측위 결과 정보는 LBS 서비스 시스템과 연동하여 매장단말에서 3D 맵으로 제공될 수 있다. 삼각측량 기법의 경우 적어도 3개의 AP(Access Point)로부터 수신된 RSSI(Received Signal Strength Indicator) 값을 거리로 환산하고 간단한 방정식을 적용하여 위치를 계산한다.Indoor positioning result information may be provided as a 3D map in the store terminal in conjunction with the LBS service system. In the case of the triangulation technique, a received signal strength indicator (RSSI) value received from at least three APs (Access Points) is converted into a distance, and a simple equation is applied to calculate the location.
여기서, 측위단말 각각은 비콘(beacon), 지자기(geomagnetic)센서, 자이로(Giro) 센서, 가속도(accelerometer) 센서 및 통신모듈(미도시)이 구비된 단말기로서, 주기적으로 비콘 신호를 송출 및 데이터전송기능을 갖춘 단말일 수 있다.Here, each of the positioning terminals is a terminal equipped with a beacon, a geomagnetic sensor, a gyro sensor, an accelerometer sensor, and a communication module (not shown), and periodically transmits a beacon signal and transmits data It may be a terminal with a function.
다음으로, 매장단말(500)는 상기 키오스크 및 상기 GSP 측위부의 전송값을 기초로 체온발열온도가 기 설정된 값을 초과하는 고객의 실내유입여부를 모니터링하는 구성일 수 있다.Next, the store terminal 500 may be configured to monitor whether or not a customer enters the room whose body temperature and fever temperature exceeds a preset value based on the transmission value of the kiosk and the GSP positioning unit.
상기 매장단말(500)는 실내공간을 이동하는 사용자의 위치정보를 3D 맵으로 표시하기 위한 프로그램이 설치된 단말일 수 있다.The store terminal 500 may be a terminal in which a program for displaying location information of a user moving in an indoor space as a 3D map is installed.
다음으로, 플랫폼 관리서버(400)는 키오스크 연동 플랫폼(10) 내에 입력된 사용자 정보를 암호화한 암호화 토큰을 상기 사용자 단말로 발급하는 구성일 수 있다.Next, the platform management server 400 may be configured to issue an encryption token obtained by encrypting user information input into the kiosk interworking platform 10 to the user terminal.
또한, 플랫폼 관리서버(400)는 발급한 암호화 토큰 내에 안면인식 및 열화상 검출기능을 갖는 키오스크를 접촉한 시간, 날짜, 발열온도, 실내매장 내 위치정보(동선) 중 적어도 하나 이상을 암호화문으로 가공하여 기록저장하는 구성일 수 있다.In addition, the platform management server 400 converts at least one or more of the time, date, heat temperature, and location information (moving line) in the indoor store to the encrypted text when the kiosk having a facial recognition and thermal image detection function is touched in the issued encryption token. It may be configured to process and record storage.
보다 구체적으로, 플랫폼 관리서버(400)는 플랫폼 제공부(410), 암호화 토큰 발생부(420), 키오스크 관리부(430) 및 AI 검색부(440)를 포함할 수 있다.More specifically, the platform management server 400 may include a platform providing unit 410 , an encryption token generation unit 420 , a kiosk management unit 430 , and an AI search unit 440 .
상기 플랫폼 제공부(410)는 키오스트 연동 플랫폼(앱)을 제공하는 기능을 한다.The platform providing unit 410 functions to provide a kiost interworking platform (app).
상기 키오스크 연동 플랫폼(10)은 네트워크를 통하여 사용자 단말에 설치 또는 구동되는 애플리케이션, 프로그램, 웹 페이지 등을 포함할 수 있다.The kiosk interworking platform 10 may include applications, programs, web pages, etc. installed or driven in a user terminal through a network.
여기서, 상기 웹 브라우저는 웹(WWW: World Wide Web) 서비스를 이용할 수 있게 하는 프로그램으로 HTML(hyper text mark-up languge)로 서술된 하이퍼 텍스트를 받아서 보여주는 프로그램을 의미하며, 예를 들어 넷스케이프(Netscape), 익스플로러(Explorer), 크롬(chrome) 등을 포함한다.Here, the web browser is a program that enables the use of a web (World Wide Web) service, and refers to a program that receives and displays hyper text described in HTML (hyper text mark-up languge), for example, Netscape (Netscape). ), Explorer, and Chrome.
또한, 애플리케이션은 단말 상의 응용프로그램(application)을 의미하며, 예를 들어, 모바일 단말(스마트폰)에서 실행되는 앱(app)을 포함한다. 앱(app)은 모바일 콘텐츠를 자유롭게 사고 파는 가상의 장터인 애플리케이션 마켓에서 다운로드 받아서 설치할 수 있다.In addition, the application means an application on the terminal, for example, includes an app (app) executed in a mobile terminal (smartphone). Apps can be downloaded and installed from the application market, a virtual marketplace where mobile content can be freely bought and sold.
다음으로, 암호화 토큰 발행부(420)는 사용자 단말(10)의 신원정보를 시저 암호화, 단일 치환암호화, 다중 치환 암호화, 스트림 암호화, 블록 암호화(ECB 암호화, CBC 암호화, CFB 암호화, OFB 암호화, CTR 암호화)) 중 어느 하나의 암호화 구조가 적용한 암호화 토큰을 발행하는 구성일 수 있다.Next, the encryption token issuance unit 420 is the identity information of the user terminal 10, scissor encryption, single substitution encryption, multiple substitution encryption, stream encryption, block encryption (ECB encryption, CBC encryption, CFB encryption, OFB encryption, CTR) Encryption)) may be a configuration for issuing an encryption token to which one of the encryption structures is applied.
참고로, 시저 암호화는 특정 위치를 이동하여 매핑시키는 암호화 방식으로, 암호화키를 z라고 하면 A에서 Z만큰 이동한 C에 맴핑하는 방법을 AB를 암호화하면 Z씩 이동시킨 CD로 암호화하는 구조을 갖는다. 다음으로, 단일 치환암호는 치환표를 이용하여 문자 매핑하여 암호화하는 구조이고, 다중 치환암호는 평문의 문자에 정수 값을 부여하여, N개 문자를 치환한 암호화이고, 스트림 암호화는 비트, 바이트 단위인 키 스크림(Stream) XOR 암호화 구조이고, 블록 암호화는 고정된 길이의 입력 블록을 출력 블록으로 변환하고, 평문을 고정된 블록 별로 암호화처리하는 구조로서, ECB(평문을 블록화한 암호화), DES(블록을 64비트 분할한 암호화), AES(블록을 128 비트 분할한 암호화), CBC(ECB와 동일하게 평문을 블록화하여 암호화한 형태에 처음에 특정 키값을 사용하여 XOR 암호화한 암호화), CFB(패딩없이 블록단위 암호화를 스트림 암호화(bit 단위)로 수행한 형태), OFB(영상, 음성 데이터 및 아날로그 신호에 사용하는 암호화), CTR(평문 블록과 키스트림 XOR 연산 암호화) 중 어느 하나의 방식으로 암호화하는 형태이다.For reference, Caesar encryption is an encryption method that moves and maps a specific location. If the encryption key is z, it maps to C that has moved from A to Z. When AB is encrypted, it is encrypted with a CD moved by Z. Next, the single substitution cipher has a structure in which characters are mapped and encrypted using a substitution table, the multiple substitution cipher is encryption in which N characters are substituted by assigning integer values to plaintext characters, and stream encryption is in bits and bytes. It is an in-key stream XOR encryption structure, and block encryption is a structure in which an input block of a fixed length is converted into an output block, and plaintext is encrypted for each fixed block. ECB (plaintext block encryption), DES ( Block 64-bit partition encryption), AES (block 128-bit partition encryption), CBC (in the same way as ECB, plaintext is encrypted by blocking and XOR-encrypted using a specific key value), CFB (padding) Encryption in any one of block-level encryption without stream encryption (bit unit), OFB (encryption used for video, audio data and analog signals), and CTR (plaintext block and keystream XOR operation encryption) is a form of
또한, 상기 암호화 토큰 발행부(420)는 사용자 단말로 발행된 암호화 토큰 내에 키오스크에서 제공한 사용자가 해당 키오스크를 접촉한 시간, 날짜, 발열온도, 실내매장 내 위치정보(동선) 중 적어도 하나 이상의 정보를 상술한 암호화 형태 중 어느 하나로 암호화하여 기록 및 저장하는 구성일 수 있다.In addition, the encryption token issuance unit 420 is provided by the kiosk in the encryption token issued to the user terminal, at least one or more of the time, date, heat temperature, and location information (moving line) in the indoor store when the user touched the kiosk. may be of a configuration for recording and storing by encrypting in any one of the above-described encryption types.
상기 암호화 토큰 발행부(420)에서 발행된 암호화 토큰은 사용자 단말에서 실행하는 키오스크 연동 플랫폼(10)에서 복호화될 수 있다.The encryption token issued by the encryption token issuing unit 420 may be decrypted in the kiosk interworking platform 10 executed in the user terminal.
한편, 암호화 토큰 발행부(420)는 다양한 암호화 알고리즘(RSA 암호화 알고리즘, HASH 암호화 알고리즘, DES 암호화 알고리즘, AES 암호화 알고리즘, SPEED 암호화 알고리즘 등)을 실행시킬 수 있다.Meanwhile, the encryption token issuing unit 420 may execute various encryption algorithms (RSA encryption algorithm, HASH encryption algorithm, DES encryption algorithm, AES encryption algorithm, SPEED encryption algorithm, etc.).
다음으로, 키오스크 관리부(430)는 안면인식 및 열화상 검출 기능을 갖는 키오스크의 위치정보, 동작상태(정상 및 이상상태 포함)정보 등을 관리하는 구성일 수 있다.Next, the kiosk management unit 430 may be configured to manage location information and operation state (including normal and abnormal states) information of the kiosk having a facial recognition and thermal image detection function.
다음으로 AI 검색부(440)는 사용자 단말(200)에서 입력된 키오스크 위치정보, 해당 키오스크가 위치한 매장정보를 AI 알고리즘을 통해 검색하는 구성일 수 있다.Next, the AI search unit 440 may be configured to search the kiosk location information input from the user terminal 200 and store information in which the corresponding kiosk is located through the AI algorithm.
참고로, AI 검색부(224)는 빅데이터를 구축하기 위하여, 저장된 로우 데이터 내에 포함된 비정형(Unstructed) 데이터, 정형(Structured) 데이터 및 반정형 데이터(Semi-structured)를 정제하고, 메타 데이터로 분류를 포함 한 전처리를 실시할 수 있고, 전처리된 데이터를 데이터 마이닝(Data Mining)을 포함하는 분석을 실시할 수 있다.For reference, the AI search unit 224 refines unstructured data, structured data, and semi-structured data included in the stored raw data in order to build big data, and uses it as metadata. Preprocessing including classification may be performed, and analysis including data mining may be performed on the preprocessed data.
그리고, 분석된 데이터를 시각화한 정보를 제공할 수 있다. 이때, 데이터 마이닝은, 전처리된 데이터 간의 내재된 관계를 탐색하여 클래스가 알려진 훈련 데이터 셋을 학습시켜 새로운 데이터의 클래스를 예측하는 분류(Classification) 또는 클래스 정보 없이 유사성을 기준으로 데이터를 그룹짓는 군집화(Clustering)를 수행할 수 있다. 물론, 이외에도 다양한 마이닝 방법이 존재할 수 있으며, 수집 및 저장되는 빅데이터의 종류나 이후에 요청될 질의(Query)의 종류에 따라 다르게 마이닝될 수도 있다. 이렇게 구축된 빅데이터는, 인공신경망 딥러닝이나 기계학습 등으로 검증과정을 거칠수도 있다. 이때, 인공 신경망은 CNN(Convolutional neural network) 구조가 이용될 수 있는데, CNN은 컨볼루션 층을 이용한 네트워크 구조로 이미지 처리에 적합하며, 이미지 데이터를 입력으로 하여 이미지 내의 특징을 기반으로 이미지를 분류할 수 있기 때문이다. 또한, 텍스트 마이닝(Text Mining)은 비/반정형 텍스트 데이터에서 자연어처리 기술에 기반하여 유용한 정보를 추출, 가공하는 것을 목적으로 하는 기술이다. 텍스트 마이닝 기술을 통해 방대한 텍스트 뭉치에서 의미 있는 정보를 추출해 내고, 다른 정보와의 연계성을 파악하며, 텍스트가 가진 카테고리를 찾아내거나 단순한 정보 검색 그 이상의 결과를 얻어낼 수 있다. In addition, it is possible to provide information that visualizes the analyzed data. At this time, data mining is a classification that predicts a class of new data by learning a training data set with a known class by exploring the inherent relationship between preprocessed data, or grouping data based on similarity without class information. clustering) can be performed. Of course, there may be various other mining methods, and mining may be performed differently depending on the type of big data to be collected and stored or the type of query to be requested later. Big data constructed in this way can be verified through artificial neural network deep learning or machine learning. At this time, the artificial neural network can use a convolutional neural network (CNN) structure, which is a network structure using a convolutional layer and is suitable for image processing. because it can In addition, text mining is a technology for the purpose of extracting and processing useful information from non/semi-structured text data based on natural language processing technology. Through text mining technology, it is possible to extract meaningful information from a large collection of texts, identify links with other information, find categories of texts, or obtain results beyond simple information search.
도 4 내지 6은 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템을 이용한 출입통제방법의 다양한 일 예를 설명하기 위한 흐름도이다.4 to 6 are flowcharts for explaining various examples of an access control method using a kiosk system having facial recognition and thermal image detection functions according to an embodiment of the present invention.
도 4 내지 도 6을 참조하면, 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템을 이용한 출입통제방법(S700)은 먼저, 사용자 단말(200)에서 플랫폼(10)을 이용하여 방문할 매장에 대한 출입 대기번호표를 발급(S710)받는다.4 to 6 , in the access control method ( S700 ) using the kiosk system having a facial recognition and thermal image detection function according to an embodiment of the present invention, first, the platform 10 in the user terminal 200 is By using the issuance of an access waiting number table for the store to be visited (S710).
이후, 사용자 단말을 소지한 사용자가 해당 매장의 기 설정된 영역에 위치하면, 키오스크(300)에서 해당 사용자의 안면인식 및 체온발열 상태를 감지한 후, 감지결과를 화면 또 음성으로 출력(S720)하고, 만약 감지결과 중 사용자의 신원확인이 불가하거나 또는 안면체온이 기 설정 온도를 초과하면, GPS 측정부로 사용자 단말의 실내위치추적을 요청하고, 추적한 사용자 단말의 실내위치정보를 매장단말로 전송하도록 요청(S730)한다.After that, when the user with the user terminal is located in a preset area of the store, the kiosk 300 detects the user's face recognition and body temperature fever, and then outputs the detection result as a screen or voice (S720) and , If it is impossible to verify the user's identity among the detection results or if the facial body temperature exceeds the preset temperature, the GPS measurement unit requests indoor location tracking of the user terminal and transmits the tracked indoor location information of the user terminal to the store terminal. Request (S730).
이후, 매장단말(500)에서 위치추적이 요청된 사용자 단말(200)의 실내유입여부를 모니터링(S740)한다.Thereafter, the store terminal 500 monitors whether the user terminal 200 for which the location tracking is requested enters the room (S740).
한편, 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템을 이용한 출입통제방법(S700)은 S710 과정 이전인 상기 출입 대기번호표를 발급받는 단계 이전에, 상기 플랫폼 관리서버에서 상기 플랫폼 내에 입력된 사용자 정보를 암호화한 암호화 토큰을 상기 사용자 단말로 발급(S701)하는 과정을 더 포함할 수 있다.On the other hand, the access control method ( S700 ) using a kiosk system having a facial recognition and thermal image detection function according to an embodiment of the present invention is performed before the step of receiving the access waiting number ticket, which is before the S710 process, in the platform management server. The method may further include issuing (S701) an encryption token obtained by encrypting user information input into the platform to the user terminal.
여기서, 상기 암호화 토큰은 상기 키오스크를 접촉한 시간, 날짜, 발열온도, 매장 내 위치정보 중 적어도 하나 이상을 암호화문으로 기록 저장하는 프로그램일 수 있다.Here, the encryption token may be a program that records and stores at least one of the contact time, date, heat temperature, and location information in the store as encrypted text.
또한, 본 발명의 일 실시예에 따른 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템을 이용한 출입통제방법(S700)은 플랫폼 관리서버(400)에서 암호화 토큰을 발급받은 사용자 단말의 사용자를 안면인식 및 발열체크한 키오스크로부터 해당 사용자가 키오스크를 접촉한 시간, 날짜, 발열온도 및 매장 내의 입장여부(실내동선정보 포함)를 암호화 토큰 내에 기록 저장하는 과정을 더 포함할 수 있다.In addition, the access control method ( S700 ) using a kiosk system having a facial recognition and thermal image detection function according to an embodiment of the present invention recognizes a user of a user terminal issued an encryption token from the platform management server 400 . The method may further include the process of recording and storing the time, date, fever temperature, and entry into the store (including indoor movement information) in the encryption token from the temperature-checked kiosk when the user touched the kiosk.
본 발명의 일 실시예에 따른 열화상 검출기반으로 동작하는 키오스크 및 이와 연동하는 O2O 플랫폼을 이용하면, 발열을 동반하는 감염자가 좁은 공간의 매장에 진입하는 것을 차단할 수 있고, 발열이 감지된 사람의 단말위치를 추적하여 실내 매장 내에 몰래 들어오더라도 손쉽게 발열증상을 갖는 사람을 찾아낼 수 있다는 이점이 있다.By using a kiosk operating based on thermal image detection according to an embodiment of the present invention and an O2O platform interworking therewith, it is possible to block an infected person with fever from entering a store in a narrow space, and It has the advantage of being able to easily find people with fever symptoms even if they sneak into an indoor store by tracking the location of the terminal.
또한, 온라인으로 예약 및 대기현황을 제공함으로써, 사용자가 순번 정보를 확인하고 예약할 수 있도록 해 일정 시간대에 좁은 장소에 대기로 인해 많은 사람들이 밀집하는 밀집현상을 억제할 수 있다는 이점이 있다.In addition, by providing reservation and waiting status online, the user can check the order information and make a reservation, so that it is possible to suppress the crowding phenomenon in which a large number of people are crowded due to waiting in a narrow place at a certain time.
또한, 매장 방문 전에 플랫폼 내에 신원확인정보를 등록하면, 신원정보가 등록된 사용자 단말의 위치정보 확인 후, 간단한 발열 체크 과정만을 통해 매장 진입을 간편하게 할 수 있다는 이점을 제공한다.In addition, if identification information is registered in the platform before visiting the store, it provides the advantage of being able to easily enter the store through a simple temperature check process after confirming the location information of the user terminal in which the identification information is registered.
도 7은 본 명세서에 개진된 하나 이상의 실시예가 구현될 수 있는 예시적인 컴퓨팅 환경을 도시하는 도면으로, 상술한 하나 이상의 실시예를 구현하도록 구성된 컴퓨팅 디바이스(1100)를 포함하는 시스템(1000)의 예시를 도시한다. 예를 들어, 컴퓨팅 디바이스(1100)는 개인 컴퓨터, 서버 컴퓨터, 핸드헬드 또는 랩탑 디바이스, 모바일 디바이스(모바일폰, PDA, 미디어 플레이어 등), 멀티프로세서 시스템, 소비자 전자기기, 미니 컴퓨터, 메인프레임 컴퓨터, 임의의 전술된 시스템 또는 디바이스를 포함하는 분산 컴퓨팅 환경 등을 포함하지만, 이것으로 한정되는 것은 아니다.7 is a diagram illustrating an example computing environment in which one or more embodiments disclosed herein may be implemented, and is an illustration of a system 1000 including a computing device 1100 configured to implement one or more embodiments described above. shows For example, computing device 1100 may be a personal computer, server computer, handheld or laptop device, mobile device (mobile phone, PDA, media player, etc.), multiprocessor system, consumer electronics, minicomputer, mainframe computer, distributed computing environments including any of the aforementioned systems or devices, and the like.
컴퓨팅 디바이스(1100)는 적어도 하나의 프로세싱 유닛(1110) 및 메모리(1120)를 포함할 수 있다. 여기서, 프로세싱 유닛(1110)은 예를 들어 중앙처리장치(CPU), 그래픽처리장치(GPU), 마이크로프로세서, 주문형 반도체(Application Specific Integrated Circuit, ASIC), Field Programmable Gate Arrays(FPGA) 등을 포함할 수 있으며, 복수의 코어를 가질 수 있다. 메모리(1120)는 휘발성 메모리(예를 들어, RAM 등), 비휘발성 메모리(예를 들어, ROM, 플래시 메모리 등) 또는 이들의 조합일 수 있다. 또한, 컴퓨팅 디바이스(1100)는 추가적인 스토리지(1130)를 포함할 수 있다. 스토리지(1130)는 자기 스토리지, 광학 스토리지 등을 포함하지만 이것으로 한정되지 않는다. The computing device 1100 may include at least one processing unit 1110 and a memory 1120 . Here, the processing unit 1110 may include, for example, a central processing unit (CPU), a graphic processing unit (GPU), a microprocessor, an Application Specific Integrated Circuit (ASIC), Field Programmable Gate Arrays (FPGA), and the like. and may have a plurality of cores. The memory 1120 may be a volatile memory (eg, RAM, etc.), a non-volatile memory (eg, ROM, flash memory, etc.), or a combination thereof. Additionally, computing device 1100 may include additional storage 1130 . Storage 1130 includes, but is not limited to, magnetic storage, optical storage, and the like.
스토리지(1130)에는 본 명세서에 개진된 하나 이상의 실시예를 구현하기 위한 컴퓨터 판독 가능한 명령이 저장될 수 있고, 운영 시스템, 애플리케이션 프로그램 등을 구현하기 위한 다른 컴퓨터 판독 가능한 명령도 저장될 수 있다. 스토리지(1130)에 저장된 컴퓨터 판독 가능한 명령은 프로세싱 유닛(1110)에 의해 실행되기 위해 메모리(1120)에 로딩될 수 있다. 또한, 컴퓨팅 디바이스(1100)는 입력 디바이스(들)(1140) 및 출력 디바이스(들)(1150)을 포함할 수 있다. The storage 1130 may store computer readable instructions for implementing one or more embodiments disclosed herein, and other computer readable instructions for implementing an operating system, an application program, and the like. Computer readable instructions stored in storage 1130 may be loaded into memory 1120 for execution by processing unit 1110 . Computing device 1100 may also include input device(s) 1140 and output device(s) 1150 .
여기서, 입력 디바이스(들)(1140)은 예를 들어 키보드, 마우스, 펜, 음성 입력 디바이스, 터치 입력 디바이스, 적외선 카메라, 비디오 입력 디바이스 또는 임의의 다른 입력 디바이스 등을 포함할 수 있다. 또한, 출력 디바이스(들)(1150)은 예를 들어 하나 이상의 디스플레이, 스피커, 프린터 또는 임의의 다른 출력 디바이스 등을 포함할 수 있다. 또한, 컴퓨팅 디바이스(1100)는 다른 컴퓨팅 디바이스에 구비된 입력 디바이스 또는 출력 디바이스를 입력 디바이스(들)(1140) 또는 출력 디바이스(들)(1150)로서 사용할 수도 있다. 또한, 컴퓨팅 디바이스(1100)는 컴퓨팅 디바이스(1100)가 다른 디바이스(예를 들어, 컴퓨팅 디바이스(1300))와 통신할 수 있게 하는 통신접속(들)(1160)을 포함할 수 있다. Here, the input device(s) 1140 may include, for example, a keyboard, mouse, pen, voice input device, touch input device, infrared camera, video input device, or any other input device, or the like. Further, the output device(s) 1150 may include, for example, one or more displays, speakers, printers, or any other output device, or the like. Also, the computing device 1100 may use an input device or an output device included in another computing device as the input device(s) 1140 or the output device(s) 1150 . Computing device 1100 may also include communication connection(s) 1160 that enable computing device 1100 to communicate with other devices (eg, computing device 1300 ).
여기서, 통신 접속(들)(1160)은 모뎀, 네트워크 인터페이스 카드(NIC), 통합 네트워크 인터페이스, 무선 주파수 송신기/수신기, 적외선 포트, USB 접속 또는 컴퓨팅 디바이스(1100)를 다른 컴퓨팅 디바이스에 접속시키기 위한 다른 인터페이스를 포함할 수 있다. 또한, 통신 접속(들)(1160)은 유선 접속 또는 무선 접속을 포함할 수 있다. 상술한 컴퓨팅 디바이스(1100)의 각 구성요소는 버스 등의 다양한 상호접속(예를 들어, 주변 구성요소 상호접속(PCI), USB, 펌웨어(IEEE 1394), 광학적 버스 구조 등)에 의해 접속될 수도 있고, 네트워크(1200)에 의해 상호접속될 수도 있다. 본 명세서에서 사용되는 "구성요소", "시스템" 등과 같은 용어들은 일반적으로 하드웨어, 하드웨어와 소프트웨어의 조합, 소프트웨어, 또는 실행중인 소프트웨어인 컴퓨터 관련 엔티티를 지칭하는 것이다. Here, communication connection(s) 1160 may be a modem, network interface card (NIC), integrated network interface, radio frequency transmitter/receiver, infrared port, USB connection, or other for connecting computing device 1100 to another computing device. It may include interfaces. Further, the communication connection(s) 1160 may include a wired connection or a wireless connection. Each component of the aforementioned computing device 1100 may be connected by various interconnections such as a bus (eg, peripheral component interconnection (PCI), USB, firmware (IEEE 1394), optical bus structure, etc.) and may be interconnected by a network 1200 . As used herein, terms such as "component," "system," and the like, generally refer to a computer-related entity that is hardware, a combination of hardware and software, software, or software in execution.
예를 들어, 구성요소는 프로세서 상에서 실행중인 프로세스, 프로세서, 객체, 실행 가능물(executable), 실행 스레드, 프로그램 및/또는 컴퓨터일 수 있지만, 이것으로 한정되는 것은 아니다. 예를 들어, 컨트롤러 상에서 구동중인 애플리케이션 및 컨트롤러 모두가 구성요소일 수 있다. 하나 이상의 구성요소는 프로세스 및/또는 실행의 스레드 내에 존재할 수 있으며, 구성요소는 하나의 컴퓨터 상에서 로컬화될 수 있고, 둘 이상의 컴퓨터 사이에서 분산될 수도 있다.For example, a component can be, but is not limited to being, a process running on a processor, a processor, an object, an executable, a thread of execution, a program, and/or a computer. For example, both the application running on the controller and the controller may be a component. One or more components may reside within a process and/or thread of execution, and components may be localized on one computer or distributed between two or more computers.
Claims (6)
- 플랫폼 상에 안면정보를 등록하고, 방문할 매장에 대한 출입 대기번호표를 발급받는 사용자 단말;a user terminal that registers facial information on the platform and receives an access waiting number ticket for a store to be visited;상기 기 설정된 거리 내에 상기 고객단말을 소지한 고객이 위치하면, 해당 고객의 안면인식 및 체온발열 상태를 감지한 후, 감지결과를 매장단말로 제공하고, 체온이 기 설정 온도를 초과하는 고객의 실내위치정보를 매장단말로 전송하도록 GPS 측위부에 요청하는 키오스크; 및When a customer with the customer terminal is located within the preset distance, after detecting the customer's face recognition and body temperature fever, the detection result is provided to the store terminal, and the customer's body temperature exceeds the preset temperature. a kiosk that requests a GPS positioning unit to transmit location information to a store terminal; and상기 키오스크 및 상기 GSP 측위부의 전송값을 기초로 체온발열온도가 기 설정된 값을 초과하는 고객의 실내유입여부를 모니터링하는 매장단말을 포함하는 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템. A kiosk system having a facial recognition and thermal image detection function, comprising a store terminal that monitors whether a customer enters the room with a body temperature and fever temperature exceeding a preset value based on the transmission value of the kiosk and the GSP positioning unit.
- 제1항에 있어서,According to claim 1,상기 키오스크는The kiosk is출입자의 안면영상을 촬영하는 영상카메라;a video camera that takes a face image of the person entering;상기 출입자의 안면발열온도를 감지하는 열화상 카메라;a thermal imaging camera that detects the face heat temperature of the entrant;상기 안면영상을 기초로 출입자의 신원을 확인하고, 상기 안면발열온도를 기초로 출입가능 여부를 판단하는 정보처리부; 및an information processing unit that confirms the identity of the person entering and exits based on the facial image, and determines whether access is possible based on the facial fever temperature; and상기 정보처리부로부터 신원확인 및 출입가능지시를 수신하면, 출입번호를 발급하는 출입번호 발급부를 포함하는 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템.A kiosk system having a facial recognition and thermal image detection function, including an access number issuing unit that issues an access number when an identification check and access permission instruction are received from the information processing unit.
- 제2항에 있어서,3. The method of claim 2,상기 정보처리부는The information processing unit상기 안면발열온도가 기 설정된 발열온도를 초과할 경우, 해당 출입자의 사용자 단말의 위치추적을 상기 GPS 측위부로 요청하는 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템. A kiosk system having a facial recognition and thermal image detection function for requesting the GPS positioning unit to track the location of the user terminal of the corresponding person when the facial heating temperature exceeds a preset heating temperature.
- 제1항에 있어서,According to claim 1,플랫폼 내에 입력된 사용자 정보를 암호화한 암호화 토큰을 상기 사용자 단말로 발급하는 플랫폼 관리서버를 더 포함하고,Further comprising a platform management server that issues an encryption token obtained by encrypting user information input into the platform to the user terminal,상기 플랫폼 관리서버는The platform management server상기 암호화 토큰 내에 상기 키오스크를 접촉한 시간, 날짜, 발열온도, 매장 내 위치정보 중 적어도 하나 이상을 암호화문으로 기록저장하는 것을 특징으로 하는 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템.A kiosk system having a facial recognition and thermal image detection function, characterized in that in the encryption token, at least one of the contact time, date, heat temperature, and location information in the store is recorded and stored in encrypted text.
- 사용자 단말에서 플랫폼을 이용하여 방문할 매장에 대한 출입 대기번호표를 발급받는 단계;Receiving an access waiting number ticket for a store to be visited by using the platform in the user terminal;상기 사용자 단말을 소지한 사용자가 해당 매장의 기 설정된 영역에 위치하면, 키오스크에서 해당 사용자의 안면인식 및 체온발열 상태를 감지한 후, 감지결과를 표시하는 단계;when the user carrying the user terminal is located in a preset area of the store, the kiosk detects the user's face recognition and body temperature fever, and then displays the detection result;감지결과 중 사용자의 신원확인이 불가하거나 또는 안면체온이 기 설정 온도를 초과하면, GPS 측정부로 사용자 단말의 실내위치추적을 요청하고, 추적한 사용자 단말의 실내위치정보를 매장단말로 전송하도록 요청하는 단계; 및Among the detection results, if the identification of the user is impossible or the facial body temperature exceeds the preset temperature, the GPS measurement unit requests indoor location tracking of the user terminal, and requests to transmit the tracked indoor location information of the user terminal to the store terminal. step; and매장단말에서 위치추적이 요청된 사용자 단말의 실내유입여부를 모니터링하는 단계를 포함하는 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템을 이용한 출입통제방법.An access control method using a kiosk system having facial recognition and thermal image detection functions, comprising the step of monitoring whether a user terminal for which location tracking is requested from a store terminal enters the room.
- 제5항에 있어서,6. The method of claim 5,상기 출입 대기번호표를 발급받는 단계 이전에, Before the step of being issued the access waiting number table,상기 플랫폼 관리서버에서 상기 플랫폼 내에 입력된 사용자 정보를 암호화한 암호화 토큰을 상기 사용자 단말로 발급하는 단계를 더 포함하고,Further comprising the step of issuing an encryption token obtained by encrypting user information input into the platform by the platform management server to the user terminal,상기 암호화 토큰은 상기 키오스크를 접촉한 시간, 날짜, 발열온도, 매장 내 위치정보 중 적어도 하나 이상을 암호화문으로 기록 저장하는 프로그램인 것을 특징으로 하는 안면인식 및 열화상 검출기능을 갖는 키오스크 시스템을 이용한 출입통제방법.The encryption token is a kiosk system having a facial recognition and thermal image detection function, characterized in that it is a program that records and stores at least one of the contact time, date, heat temperature, and location information in the store as an encrypted text. Access control method.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
KR1020210017836A KR102464186B1 (en) | 2021-02-08 | 2021-02-08 | Kiosk with the function of detecting facial recognition and thermal imaging, and an access control method using it |
KR10-2021-0017836 | 2021-02-08 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2022169055A1 true WO2022169055A1 (en) | 2022-08-11 |
Family
ID=82741300
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/KR2021/012608 WO2022169055A1 (en) | 2021-02-08 | 2021-09-15 | Kiosk system having face recognition and thermal image detection functions, and access control method using same |
Country Status (2)
Country | Link |
---|---|
KR (1) | KR102464186B1 (en) |
WO (1) | WO2022169055A1 (en) |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR20230086632A (en) | 2021-12-08 | 2023-06-15 | 주식회사 큐브릭디지털 | A standalone Covid-19 digital signage system that supports body temperature measurement, mask wearing detection, and QR code on check the electronic access list |
KR20240055562A (en) | 2022-10-20 | 2024-04-29 | 임현근 | A device for measuring a mask wearer's fever using a tiny machine-learning model and a method for measuring a fever using the same |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2018183564A (en) * | 2017-04-26 | 2018-11-22 | パナソニックIpマネジメント株式会社 | Deep body temperature measuring apparatus, deep body temperature measuring system, and deep body temperature measuring method |
KR20180136150A (en) * | 2017-06-14 | 2018-12-24 | 주식회사 씨에이치솔루션 | Temp Tracking Device and Method that uses Dual Camera |
KR102134903B1 (en) * | 2020-06-08 | 2020-07-17 | 주식회사 유니온씨티 | kiosk of certification for prevention of infection |
KR102139341B1 (en) * | 2020-04-14 | 2020-07-30 | 주식회사 중원인더스트리 | An access inspection system for prevention of spread out plague |
KR102143231B1 (en) * | 2020-03-26 | 2020-08-10 | 주식회사 동진에스앤디 | Health abnormality detection method using face monitoring and thermal image monitoring, health abnormality detection device and computer program for the same |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2003108984A (en) | 2001-07-27 | 2003-04-11 | Toshiba Corp | Facial image authentication device, passage controller, facial image authentication method, and passage control method |
KR101772864B1 (en) * | 2016-11-18 | 2017-08-30 | 차경진 | Vending machine payment system using smart device |
KR20190141410A (en) * | 2018-06-14 | 2019-12-24 | (주)이지위드 | System and method for providing service using kiosk |
KR102141172B1 (en) | 2020-02-10 | 2020-08-04 | 주식회사 드림아이티솔루션 | System for managing kiosk order applying Artificial Intelligence and Internet of Things and method thereof |
-
2021
- 2021-02-08 KR KR1020210017836A patent/KR102464186B1/en active IP Right Grant
- 2021-09-15 WO PCT/KR2021/012608 patent/WO2022169055A1/en active Application Filing
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2018183564A (en) * | 2017-04-26 | 2018-11-22 | パナソニックIpマネジメント株式会社 | Deep body temperature measuring apparatus, deep body temperature measuring system, and deep body temperature measuring method |
KR20180136150A (en) * | 2017-06-14 | 2018-12-24 | 주식회사 씨에이치솔루션 | Temp Tracking Device and Method that uses Dual Camera |
KR102143231B1 (en) * | 2020-03-26 | 2020-08-10 | 주식회사 동진에스앤디 | Health abnormality detection method using face monitoring and thermal image monitoring, health abnormality detection device and computer program for the same |
KR102139341B1 (en) * | 2020-04-14 | 2020-07-30 | 주식회사 중원인더스트리 | An access inspection system for prevention of spread out plague |
KR102134903B1 (en) * | 2020-06-08 | 2020-07-17 | 주식회사 유니온씨티 | kiosk of certification for prevention of infection |
Also Published As
Publication number | Publication date |
---|---|
KR20220114389A (en) | 2022-08-17 |
KR102464186B1 (en) | 2022-11-09 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
WO2022169055A1 (en) | Kiosk system having face recognition and thermal image detection functions, and access control method using same | |
Namasudra et al. | Blockchain-based medical certificate generation and verification for IoT-based healthcare systems | |
US20210365445A1 (en) | Technologies for collecting, managing, and providing contact tracing information for infectious disease response and mitigation | |
CN104321666B (en) | For the technology that trustworthy location application communicates with location provider | |
US20030065626A1 (en) | User verification for conducting health-related transactions | |
US20050223222A1 (en) | Systems and methods for preserving confidentiality of sensitive information in a point-of-care communications environment | |
CN101937496A (en) | Human presence detection techniques | |
JP2004145483A (en) | System and method for sharing information | |
CN112257108B (en) | Data desensitization method and device, medium and electronic equipment | |
Al-Otaibi | K-nearest neighbour-based smart contract for internet of medical things security using blockchain | |
Sattler et al. | Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements | |
Ullah et al. | FoG assisted secure De-duplicated data dissemination in smart healthcare IoT | |
KR20200056604A (en) | System for managing entrance and exit and thereof method | |
WO2012023654A1 (en) | System and method for providing region-based epidemic disease information | |
WO2014035212A1 (en) | Apparatus and method for managing health data | |
Sung et al. | Internet of Things–based smart home system using a virtualized cloud server and mobile phone app | |
US20030065740A1 (en) | Real-time access to health-related information across a network | |
Mishra et al. | Trade-offs involved in the choice of cloud service configurations when building secure, scalable, and efficient Internet-of-Things networks | |
Saif et al. | Secure data transmission beyond tier 1 of medical body sensor network | |
KR102409666B1 (en) | Method of tracing suspected infectee based on card payment data without privacy breaches using functional encryption techniques | |
JP6942837B1 (en) | Admission management system | |
Raposo | Big Brother knows that you are infected: wearable devices to track potential COVID-19 infections | |
KR102459002B1 (en) | Body temperature monitoring system and device based on wideband communication network | |
Murthy et al. | A smart and secure framework for IoT device based multimedia medical data | |
CN109543391B (en) | Biological characteristic information dynamic matching method and device and biological characteristic identification system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 21924953 Country of ref document: EP Kind code of ref document: A1 |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 21924953 Country of ref document: EP Kind code of ref document: A1 |