JP2022061428A - Contactless self-service thermometry and face-authentication system - Google Patents

Contactless self-service thermometry and face-authentication system Download PDF

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JP2022061428A
JP2022061428A JP2020169427A JP2020169427A JP2022061428A JP 2022061428 A JP2022061428 A JP 2022061428A JP 2020169427 A JP2020169427 A JP 2020169427A JP 2020169427 A JP2020169427 A JP 2020169427A JP 2022061428 A JP2022061428 A JP 2022061428A
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光文 熊井
Mitsufumi Kumai
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Kanemitsu Solutions LLC
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Abstract

To provide a contactless self-service thermometry and face-authentication system that can perform contactless temperature examination of examinees using a dedicated, compact and lightweight thermometry terminal and face-authentication to identify the examinees, and effectively utilize temperature data of multiple examinees in a certain group.SOLUTION: A contactless self-service thermometry and face-authentication system in which a management computer and a contactless thermometry terminal are communicably connected to each other via a public communication line network, wherein the thermometry terminal includes imaging means, temperature monitoring means, display means, and authentication means, and reporting means for reporting abnormalities in the temperature of an examinee; and the management computer manages clock-in/out of the examinee belonging to a certain group identified by the thermometry terminal, stores and analyzes temperature fluctuations of each examinee, and detects group infections in the certain group based on the incidence of temperature abnormalities in the certain group.SELECTED DRAWING: Figure 5

Description

本発明は、非接触で被検温者の検温及び顔認証を行うことができる非接触式セルフ検温・顔認証システムに関する。 The present invention relates to a non-contact self-temperature measurement / face recognition system capable of performing temperature measurement and face recognition of a person to be inspected in a non-contact manner.

近年、インフルエンザや新型コロナウィルス(以下、感染症ともいう)の蔓延により、一定の集団(例えば、学校、会社、工場等)を構成する学生や従業員(以下、被検温者という)の体温を測定(以下、検温ともいう)し、異常(例えば、37.1℃以上の発熱)を検出して、速やかに被検温者に体調の変調(発熱)を報知するとともに、帰宅を促したり通院を促したりすることが行われている。 In recent years, due to the spread of influenza and the new coronavirus (hereinafter also referred to as infectious diseases), the body temperature of students and employees (hereinafter referred to as "heated persons") constituting a certain group (for example, schools, companies, factories, etc.) has been increased. It measures (hereinafter also referred to as temperature measurement), detects abnormalities (for example, fever of 37.1 ° C or higher), promptly notifies the person to be warmed of the change in physical condition (fever), and prompts them to return home or go to the hospital. Something is being done to encourage them.

また、被検温者の顔表面(例えば、おでこ)の温度を非接触で測定できる高機能(軽量小型、検温時間の短縮や精度の向上等)の非接触体温計が開発され、短時間で多数の被検温者の体温を測定するために好適に用いられる。しかしながら、被検温者の体温を精度よく測定するためには、被検温者とは別の検温者が被検温者の正確な測定位置に合わせて、非接触体温計で被検温者の体温を測定する必要がある。 In addition, a high-performance (lightweight and compact, shortened temperature measurement time, improved accuracy, etc.) non-contact thermometer that can measure the temperature of the face surface (forehead) of the person to be measured in a non-contact manner has been developed, and a large number of thermometers have been developed in a short time. It is preferably used to measure the body temperature of a person to be tested. However, in order to accurately measure the body temperature of the person to be inspected, a person who has a temperature other than the person to be inspected measures the body temperature of the person to be inspected with a non-contact thermometer according to the accurate measurement position of the person to be inspected. There is a need.

このように、被検温者の体温を測定するために第三者の検温者を必要とすると、検温者が被検温者に接近する必要があり、被検温者が感染症(インフルエンザや新型コロナウィルス等)に罹患していた場合に、検温者も罹患する可能性がある。このため、検温者を必要とせずに被検温者の体温を測定できる装置が必要とされている。 In this way, if a third-party thermometer is required to measure the body temperature of the subject, the thermometer must approach the subject, and the subject must have an infectious disease (influenza or new coronavirus). Etc.), the temperature-testing person may also be affected. Therefore, there is a need for a device that can measure the body temperature of a person to be measured without the need for a person to measure the temperature.

そこで、可視カメラ、温度カメラ、カードリーダ、スピーカ、モニタ等と備えた体温検査装置を用いて、被検温者が体温検査装置の前に立ち、可視カメラで撮像した自身の顔をモニタで確認し、モニタ内の所定の位置に自身の顔を収めることで、精度よく温度カメラで被検温者の体温を測定することで、被検温者自身で体温の測定ができるとともに、被検温者の体温の正常・異常を判定し、異常のある被検温者に対して、入場や出社を拒否する等の処置をする体温検査装置が開示されている(例えば、特許文献1を参照。)。 Therefore, using a body temperature test device equipped with a visible camera, temperature camera, card reader, speaker, monitor, etc., the person under test stands in front of the body temperature test device and checks his / her face imaged by the visible camera on the monitor. By putting your face in a predetermined position on the monitor, you can accurately measure the body temperature of the person under test with a temperature camera, and you can measure the body temperature by yourself, and at the same time, you can measure the body temperature of the person under test. A body temperature test device that determines normality / abnormality and takes measures such as refusing to enter or go to work for a temperature-tested person with an abnormality is disclosed (see, for example, Patent Document 1).

特開2011-67371号公報Japanese Unexamined Patent Publication No. 2011-67371

特許文献1に開示されている体温検査装置は、第三者の検温者を必要とせず、被検温者が自身の体温の測定を可能とし、被検温者の体温の正常・異常を判定し、異常のある被検温者に対して、入場や出社を拒否するだけのものである。そして、被検温者を特定するためのカードリーダ等も付設されており、装置が大型となりそれなりの設置スペースが必要となる。また、折角測定した被検温者の体温データの変化を有効に活用しているとは言えない。 The body temperature test device disclosed in Patent Document 1 does not require a third-party temperature meter, enables the test subject to measure his / her own body temperature, and determines whether the body temperature of the test subject is normal or abnormal. It only refuses admission or going to work for an abnormal temperature subject. A card reader or the like for identifying the person to be inspected is also attached, and the device becomes large and requires a certain amount of installation space. Moreover, it cannot be said that the change in the body temperature data of the subject to be measured is effectively utilized.

さらに、近年では、被検温者を撮像するカメラ(例えば、CMOS)の性能の向上や撮像した画像から被検温者を特定する顔認証の技術の精度が著しく向上し、小型の携帯端末(例えば、スマートフォン等)においても、上述した高性能なカメラや顔認証を行うことができる機能を備えたものが普及している。このため、被検温者を特定するための顔認証を行うとともに、設置スペースを必要としない小型軽量の非接触型の検温装置を用い、一定の集団における複数の被検温者の体温データを有効に活用(例えば、集団における感染症の拡大(所謂クラスター)の検出)することができる非接触式セルフ検温・顔認証システムの開発が望まれている。 Furthermore, in recent years, the performance of cameras that capture temperature subjects (for example, CMOS) has improved, and the accuracy of face recognition technology that identifies the temperature subject from captured images has improved significantly, resulting in small mobile terminals (eg, CMOS). Also in smartphones, etc.), those equipped with the above-mentioned high-performance cameras and functions capable of performing face recognition are widespread. For this reason, face recognition is performed to identify the person to be inspected, and a compact and lightweight non-contact temperature measuring device that does not require an installation space is used to effectively collect body temperature data of multiple people to be inspected in a certain group. It is desired to develop a non-contact self-temperature measurement / face recognition system that can be utilized (for example, detection of infectious disease spread (so-called cluster) in a population).

本発明は、上述した課題を解決するために、小型軽量の専用の検温端末により非接触で被検温者を検温するとともに、被検温者を特定する顔認証を行い、さらに、一定の集団における複数の被検温者の体温データを有効に活用することができる非接触式セルフ検温・顔認証システムを提供することを目的とする。 In order to solve the above-mentioned problems, the present invention measures the temperature of a person to be inspected in a non-contact manner by a small and lightweight dedicated temperature measuring terminal, performs face recognition to identify the person to be inspected, and further, a plurality of people in a certain group. It is an object of the present invention to provide a non-contact self-temperature measurement / face recognition system that can effectively utilize the body temperature data of a person to be inspected.

上記目的を達成するために、本発明は、システムを管理運用する管理コンピュータと、一定の集団に属する被検温者の体温を非接触で測定する検温端末と、が公衆通信回線網で相互に通信可能に接続された非接触式セルフ検温・顔認証システムであって、前記検温端末は、前記被検温者の顔を撮像する撮像手段と、前記被検温者の顔の表面の体温を測定する検温手段と、前記被検温者の顔を表示する表示手段と、前記被検温者の顔を顔認証して当該被検温者を特定する認証手段と、前記被検温者の体温の正常又は異常を報知する報知手段と、を備え、前記管理コンピュータは、前記検温端末で特定した一定の集団に属する前記被検温者の出退勤を管理するとともに、当該被検温者の体温の変動をそれぞれ記憶して分析し、一定の集団における体温の異常の発生率から一定の集団におけるクラスターの発生を検出することを特徴とする非接触式セルフ検温・顔認証システムとした。 In order to achieve the above object, in the present invention, a management computer that manages and operates the system and a temperature measuring terminal that non-contactly measures the body temperature of a person to be inspected belonging to a certain group communicate with each other via a public communication network. It is a non-contact self-temperature / face recognition system that can be connected, and the temperature measurement terminal is an imaging means for imaging the face of the person to be inspected and a temperature measurement for measuring the body temperature of the surface of the face of the person to be inspected. Means, a display means for displaying the face of the person to be warmed, an authentication means for identifying the person to be warmed by face-recognizing the face of the person to be warmed, and notifying the normality or abnormality of the body temperature of the person to be warmed. The management computer is provided with a notification means for managing the attendance and departure of the temperature-tested person belonging to a certain group specified by the temperature-measurement terminal, and also stores and analyzes changes in the body temperature of the temperature-tested person. , A non-contact self-temperature measurement / face recognition system characterized by detecting the occurrence of clusters in a certain group from the incidence of abnormal body temperature in a certain group.

また、前記検温端末は、前記表示手段における所定の範囲に前記被検温者の顔があるときに、前記撮像手段により前記被検温者の顔を撮像するとともに、前記検温手段により前記被検温者の顔の表面の体温を測定することを特徴とする。 Further, when the face of the person to be inspected is in a predetermined range in the display means, the temperature measuring terminal captures the face of the person to be inspected by the imaging means and the temperature measuring means of the person to be inspected. It is characterized by measuring the body temperature on the surface of the face.

また、前記検温端末は、所定の検温場所において、机上へ載置して設置、壁掛けによる設置、床面上に設置、セキュリティゲートに設置するという複数の設置手段を備えたことを特徴とする。 Further, the temperature measuring terminal is characterized by being provided with a plurality of installation means such as mounting it on a desk, installing it by hanging it on a wall, installing it on a floor surface, and installing it at a security gate at a predetermined temperature measuring place.

本発明によれば、被検温者の出退勤時に、検温端末により被検温者自身が非接触で精度よく被検温者の体温を測定することができ、さらに、検温端末が備える被検温者を特定する認証手段(顔認証機能)を精度良く行うことができる。そして、出退勤時に検温端末により被検温者の体温や測定日時を管理コンピュータで管理することで、測定日時から被検温者の出退勤を管理することができる。また、測定した被検温者の体温の変動をそれぞれ被検温者毎に記憶して分析することで、一定の集団における体温の異常の発生率から一定の集団におけるクラスターの発生を検知する非接触式セルフ検温・顔認証システムを提供することができる。 According to the present invention, when the temperature-tested person goes to and from work, the temperature-tested person can measure the body temperature of the temperature-tested person with high accuracy without contact by the temperature-measuring terminal, and further, the temperature-tested person included in the temperature-testing terminal is specified. The authentication means (face authentication function) can be performed with high accuracy. Then, by managing the body temperature and the measurement date and time of the temperature-tested person with the temperature measuring terminal at the time of going to and from work, the attendance and departure of the temperature-tested person can be managed from the measurement date and time. In addition, by storing and analyzing the measured changes in body temperature of the subject for each subject, a non-contact type that detects the occurrence of clusters in a certain group from the incidence of abnormal body temperature in a certain group. It is possible to provide a self-temperature measurement / face recognition system.

本実施形態の非接触式セルフ検温・顔認証システムの構成を示す図である。It is a figure which shows the structure of the non-contact type self-temperature measurement / face recognition system of this embodiment. 本実施形態の非接触式セルフ検温・顔認証システムの管理コンピュータの電気的構成を示すブロック図である。It is a block diagram which shows the electric structure of the management computer of the non-contact type self-temperature measurement / face recognition system of this embodiment. 本実施形態の非接触式セルフ検温・顔認証システムの検温端末の電気的構成を示すブロック図である。It is a block diagram which shows the electric structure of the temperature measurement terminal of the non-contact type self-temperature measurement / face recognition system of this embodiment. 本実施形態の非接触式セルフ検温・顔認証システムの検温端末の構成を説明する正面図である。It is a front view explaining the structure of the temperature measurement terminal of the non-contact type self-temperature measurement / face recognition system of this embodiment. 本実施形態の非接触式セルフ検温・顔認証システムの動作の概要を説明する図である。It is a figure explaining the outline of the operation of the non-contact type self-temperature measurement / face recognition system of this embodiment. 本実施形態の非接触式セルフ検温・顔認証システムの検温端末の設置状態を説明する図である。It is a figure explaining the installation state of the temperature measurement terminal of the non-contact type self-temperature measurement / face recognition system of this embodiment. 本実施形態の非接触式セルフ検温・顔認証システムの検温端末の設置状態を説明する図である。It is a figure explaining the installation state of the temperature measurement terminal of the non-contact type self-temperature measurement / face recognition system of this embodiment. 本実施形態の非接触式セルフ検温・顔認証システムの検温端末の設置状態を説明する図である。It is a figure explaining the installation state of the temperature measurement terminal of the non-contact type self-temperature measurement / face recognition system of this embodiment. 本実施形態の非接触式セルフ検温・顔認証システムの検温端末の表示手段における各種表示態様を説明する図である。It is a figure explaining various display modes in the display means of the temperature measurement terminal of the non-contact type self-temperature measurement / face recognition system of this embodiment. 本実施形態の非接触式セルフ検温・顔認証システムの検温端末の表示手段における測定結果を説明する図である。It is a figure explaining the measurement result in the display means of the temperature measurement terminal of the non-contact type self-temperature measurement / face recognition system of this embodiment.

本発明は、システムを管理運用する管理コンピュータと、一定の集団に属する被検温者の体温を非接触で測定する検温端末と、が公衆通信回線網で相互に通信可能に接続された非接触式セルフ検温・顔認証システムであって、前記検温端末は、前記被検温者の顔を撮像する撮像手段と、前記被検温者の顔の表面の体温を測定する検温手段と、前記被検温者の顔を表示する表示手段と、前記被検温者の顔を顔認証して当該被検温者を特定する認証手段と、前記被検温者の体温の正常又は異常を報知する報知手段と、を備え、前記管理コンピュータは、前記検温端末で特定した一定の集団に属する前記被検温者の出退勤を管理するとともに、当該被検温者の体温の変動をそれぞれ記憶して分析し、一定の集団における体温の異常の発生率から一定の集団におけるクラスターの発生を検出することを特徴とする非接触式セルフ検温・顔認証システムに関するものである。 The present invention is a non-contact type in which a management computer that manages and operates the system and a temperature measuring terminal that measures the body temperature of a person to be inspected belonging to a certain group in a non-contact manner are connected to each other so as to be able to communicate with each other via a public communication network. It is a self-temperature measurement / face recognition system, and the temperature measurement terminal includes an image pickup means for imaging the face of the person to be inspected, a temperature measurement means for measuring the body temperature of the surface of the face of the person to be inspected, and the temperature-inspector. It is provided with a display means for displaying a face, an authentication means for identifying the temperature-tested person by performing face recognition on the face of the temperature-tested person, and a notification means for notifying the normality or abnormality of the body temperature of the temperature-tested person. The management computer manages the attendance and departure of the warmed person belonging to a certain group specified by the temperature measuring terminal, and also stores and analyzes the fluctuation of the body temperature of the warmed person, and abnormalities in the body temperature in the certain group. It relates to a non-contact self-temperature measurement / face recognition system characterized by detecting the occurrence of clusters in a certain population from the incidence rate of.

以下、本実施形態に係る非接触式セルフ検温・顔認証システムの一例について、図面を参照して説明する。図1は、本実施形態の非接触式セルフ検温・顔認証システムの構成を示す図である。図2は、本実施形態の非接触式セルフ検温・顔認証システムの管理コンピュータの電気的構成を示すブロック図である。図3は、本実施形態の非接触式セルフ検温・顔認証システムの検温端末の電気的構成を示すブロック図である。図4は、本実施形態の非接触式セルフ検温・顔認証システムの検温端末の構成を説明する正面図である。図5は、本実施形態の非接触式セルフ検温・顔認証システムの動作の概要を説明する図である。図6~8は、本実施形態の非接触式セルフ検温・顔認証システムの検温端末の設置状態を説明する図である。図9は、本実施形態の非接触式セルフ検温・顔認証システムの検温端末の表示手段における各種表示態様を説明する図である。図10は、本実施形態の非接触式セルフ検温・顔認証システムの検温端末の表示手段における測定結果を説明する図である。 Hereinafter, an example of the non-contact self-temperature measurement / face recognition system according to the present embodiment will be described with reference to the drawings. FIG. 1 is a diagram showing a configuration of a non-contact self-temperature measurement / face recognition system of the present embodiment. FIG. 2 is a block diagram showing an electrical configuration of the management computer of the non-contact self-temperature measurement / face recognition system of the present embodiment. FIG. 3 is a block diagram showing an electrical configuration of a temperature measuring terminal of the non-contact self-temperature measuring / face recognition system of the present embodiment. FIG. 4 is a front view illustrating the configuration of the temperature measurement terminal of the non-contact self-temperature measurement / face recognition system of the present embodiment. FIG. 5 is a diagram illustrating an outline of the operation of the non-contact self-temperature measurement / face recognition system of the present embodiment. 6 to 8 are diagrams illustrating an installed state of a temperature measuring terminal of the non-contact self-temperature measuring / face recognition system of the present embodiment. FIG. 9 is a diagram illustrating various display modes in the display means of the temperature measurement terminal of the non-contact self-temperature measurement / face recognition system of the present embodiment. FIG. 10 is a diagram illustrating a measurement result in a display means of a temperature measuring terminal of the non-contact self-temperature measuring / face recognition system of the present embodiment.

なお、以下の説明では、複数の従業員(以下、被検温者という)で構成された事業所等において、複数の被検温者の出退勤時に被検温者を検温(体温の測定)する場合を一例として説明する。 In the following explanation, an example is a case where a temperature-tested person is measured (measurement of body temperature) when the temperature-tested person goes to work at a business establishment or the like composed of a plurality of employees (hereinafter referred to as a temperature-tested person). It is explained as.

[1.非接触式セルフ検温・顔認証システムの構成]
図1に示すように、非接触式セルフ検温・顔認証システム1は、この非接触式セルフ検温・顔認証システム1の管理者100が管理する管理コンピュータ10と、非接触式セルフ検温・顔認証システム1の複数の検温場所200にそれぞれ設置されている検温端末20とにより構成され、管理コンピュータ10と検温端末20は、公衆通信回線網60を介してそれぞれ相互に通信可能に接続されている。
[1. Non-contact self-temperature measurement / face recognition system configuration]
As shown in FIG. 1, the non-contact self-temperature / face recognition system 1 includes a management computer 10 managed by the administrator 100 of the non-contact self-temperature / face recognition system 1 and a non-contact self-temperature / face recognition system. It is composed of temperature measuring terminals 20 installed in a plurality of temperature measuring places 200 of the system 1, and the management computer 10 and the temperature measuring terminal 20 are connected to each other so as to be able to communicate with each other via a public communication line network 60.

管理コンピュータ10としては、周知のコンピュータが好適に用いられる。なお、周知のコンピュータとしては、据え置き型のデスクトップパソコン等が好適に用いられるが、公衆通信回線網60を介して相互に通信可能な機能を備えたものであればよい。また、検温端末20は、大きさはスマートフォンサイズの本実施形態における専用の端末である。公衆通信回線網60は、周知のインターネット回線、携帯電話通信回線、電話回線、通信衛星回線、近距離無線通信(Wi-Hi(登録商標)、Bluetooth(登録商標))等である。 As the management computer 10, a well-known computer is preferably used. As a well-known computer, a stationary desktop personal computer or the like is preferably used, but any computer having a function of being able to communicate with each other via a public communication network 60 may be used. Further, the temperature measuring terminal 20 is a dedicated terminal in the present embodiment in which the size is the size of a smartphone. The public communication line network 60 is a well-known Internet line, mobile phone communication line, telephone line, communication satellite line, short-range wireless communication (Wi-Hi (registered trademark), Bluetooth (registered trademark)) and the like.

管理者100は、一定の集団(以下、母集団)における非接触式セルフ検温・顔認証システム1の管理者(責任者)である。また、管理者100は、本実施形態における検温端末20の各種設定情報の変更や、顔認証を実行して被検温者を特定するための顔認証データの登録・削除等を管理する。 The manager 100 is a manager (responsible person) of the non-contact self-temperature measurement / face recognition system 1 in a certain group (hereinafter, population). In addition, the administrator 100 manages changes in various setting information of the temperature measurement terminal 20 in the present embodiment, registration / deletion of face authentication data for executing face authentication to identify the temperature-tested person, and the like.

検温場所200は、非接触式セルフ検温・顔認証システム1の検温端末20が設置されている場所であり、例えば、被検温者が出退勤するときに必ず通行する場所である。検温場所200としては、設置される検温端末20に雨風が直接当たらない室内が好適であり、近くに高温を発する熱干渉源が無く、直射やガラス越しの太陽光が照射しない場所が望ましい。また、近距離の光源から所定距離(例えば、2m)以上離れ、出入口や窓から一定距離(例えば、3m)以上離れた場所がさらに好適である。つまり、安定した温湿度の室内であり、なおかつ、設置される検温端末20により安定して被検温者の顔を撮像できるとともに、被検温者の顔の表面を検温(体温の測定)できる場所であればよい。 The temperature measuring place 200 is a place where the temperature measuring terminal 20 of the non-contact self-temperature measuring / face recognition system 1 is installed, and is, for example, a place where a person to be inspected always passes when going to and from work. The temperature measuring place 200 is preferably a room where the temperature measuring terminal 20 to be installed is not directly exposed to rain and wind, there is no heat interference source that emits a high temperature nearby, and a place where direct sunlight or sunlight through glass does not irradiate is desirable. Further, a place separated from a light source at a short distance by a predetermined distance (for example, 2 m) or more and a certain distance (for example, 3 m) or more from an entrance or a window is more preferable. That is, in a room with stable temperature and humidity, and in a place where the face of the person to be inspected can be stably imaged by the installed temperature measurement terminal 20 and the surface of the face of the person to be inspected can be measured in temperature (measurement of body temperature). All you need is.

上記構成において、本実施形態においては、被検温者は、出退勤時に検温場所200に設置された検温端末20に自身の顔を所定の位置(例えば、検温端末20の表示手段(例えば、液晶表示装置等)に表示された所定の範囲)に収めることで、自動的に非接触で被検温者の顔が撮像手段(例えば、CMOSカメラ)で撮像されるとともに、被検温者の顔の表面の体温が同時に検温手段(例えば、赤外線熱感知センサ)で測定される。 In the above configuration, in the present embodiment, the person to be inspected puts his / her face on the temperature measuring terminal 20 installed at the temperature measuring place 200 at the time of going to work at a predetermined position (for example, the display means of the temperature measuring terminal 20 (for example, a liquid crystal display device). By keeping it within the predetermined range displayed in (e.) Is simultaneously measured by a temperature measuring means (for example, an infrared heat sensing sensor).

検温端末20は、測定した被検温者の体温と測定日時を検温端末20の表示手段により被検温者に表示する。さらに、撮像した被検温者の顔の画像を顔認証して被検温者を特定する。ここで顔認証された被検温者の特定情報(社員ID,氏名、部署等)は、測定した被検温者の体温及び測定日時とともに、検温端末20から管理コンピュータ10に送信される。また、測定した被検温者の体温の正常(例えば、35度~37度)又は異常(例えば、37.1℃以上)であることを検温端末20の表示手段により被検温者に報知する。そして、体温が異常であることを報知した被検温者に対して帰宅や通院を促す。 The temperature measuring terminal 20 displays the measured body temperature of the person to be measured and the measurement date and time to the person to be measured by the display means of the temperature measuring terminal 20. Further, the image of the face of the person to be warmed up is face-authenticated to identify the person to be warmed up. The specific information (employee ID, name, department, etc.) of the temperature-tested person whose face is authenticated here is transmitted from the temperature-measuring terminal 20 to the management computer 10 together with the measured body temperature of the temperature-tested person and the measurement date and time. In addition, the display means of the temperature measuring terminal 20 notifies the temperature-tested person that the measured body temperature of the temperature-tested person is normal (for example, 35 ° C. to 37 ° C.) or abnormal (for example, 37.1 ° C. or higher). Then, the person to be warmed who has been notified that the body temperature is abnormal is urged to return home or go to the hospital.

管理コンピュータ10は、検温端末20から受信した被検温者の特定情報(社員ID,氏名、部署等)に紐づけて、測定した被検温者の体温の測定日時を記憶する。ここで記憶された被検温者の体温の測定日時は、被検温者の出退勤データとして管理される。具体的には、被検温者の体温の測定日時が始業時間前であれば出社時間として記憶し、終業時間後であれば退社時間として、複数の被検温者毎に管理する。この被検温者の出退勤データは、従来のタイムカード等の代わりに給与計算等に利用されることになる。 The management computer 10 stores the measured date and time of the body temperature of the person to be measured in association with the specific information (employee ID, name, department, etc.) of the person to be measured received from the temperature measurement terminal 20. The measurement date and time of the body temperature of the temperature-tested person stored here is managed as attendance / leaving data of the temperature-tested person. Specifically, if the measurement date and time of the body temperature of the person to be inspected is before the start time, it is stored as the time to go to work, and if it is after the end time, it is to be the time to leave the office, and it is managed for each of a plurality of people to be inspected. This attendance / leaving data of the person to be inspected will be used for payroll calculation, etc. instead of the conventional time card or the like.

管理コンピュータ10は、検温端末20から受信した測定した複数の被検温者の体温データを被検温者毎に記憶する。ここで記憶された被検温者の体温の変動は、上記出退勤データと併せて定期的に分析され、母集団における体温の異常の発生率から母集団における感染率等を演算して、母集団におけるクラスターの発生を検出する。例えば、被検温者がインフルエンザや新型コロナウィルス等の感染症に罹患していると認識され、感染率が所定の割合を超えた場合は、クラスターの発生と判断してそれに応じた対処(事業所の閉鎖や消毒、在宅勤務への移行)を行う。 The management computer 10 stores the measured body temperature data of the plurality of temperature-tested persons received from the temperature-measuring terminal 20 for each temperature-tested person. The fluctuations in the body temperature of the subject to be memorized here are periodically analyzed together with the above-mentioned attendance and departure data, and the infection rate in the population is calculated from the incidence of abnormal body temperature in the population to calculate the infection rate in the population. Detect the occurrence of a cluster. For example, if a person to be warmed is recognized as having an infectious disease such as influenza or a new type of coronavirus and the infection rate exceeds a predetermined rate, it is judged that a cluster has occurred and measures are taken accordingly (business establishment). Closing and disinfecting, shifting to working from home).

上述してきた非接触式セルフ検温・顔認証システム1によれば、検温端末20により被検温者の体温を被検温者自身が非接触で測定することができ、さらに、検温端末20が備える被検温者を特定する認証手段(顔認証機能)により被検温者を特定して、出社や退社時における被検温者の体温の測定日時を管理コンピュータ10で管理することで被検温者の出退勤を管理することができる。また、複数の被検温者の体温の変動をそれぞれ被検温者毎に記憶して分析することで、母集団における体温の異常の発生率から一定の集団における感染症等のクラスターの発生を検出することができ、それに迅速に対処することができる。 According to the non-contact self-temperature measurement / face recognition system 1 described above, the temperature-tested person can measure the body temperature of the person to be measured by the temperature-measurement terminal 20 in a non-contact manner, and further, the temperature-measured terminal 20 includes the temperature-tested person. The person to be inspected is identified by an authentication means (face recognition function) that identifies the person, and the date and time of measurement of the body temperature of the person to be inspected at the time of entering or leaving the office is managed by the management computer 10 to manage the attendance and departure of the person to be inspected. be able to. In addition, by memorizing and analyzing the fluctuations in body temperature of a plurality of subjects for each temperature subject, the occurrence of clusters such as infectious diseases in a certain population is detected from the incidence of abnormal body temperature in the population. You can and can deal with it quickly.

[2.管理コンピュータの電気的構成]
以下、図2を参照して、本実施形態の非接触式セルフ検温・顔認証システム1における管理コンピュータ10の電気的構成を説明する。図2に示すように、管理コンピュータ10は、記憶部11、入出力制御部12、制御部13、外部通信制御部14などから構成されている。
[2. Electrical configuration of management computer]
Hereinafter, the electrical configuration of the management computer 10 in the non-contact self-temperature measurement / face recognition system 1 of the present embodiment will be described with reference to FIG. 2. As shown in FIG. 2, the management computer 10 includes a storage unit 11, an input / output control unit 12, a control unit 13, an external communication control unit 14, and the like.

記憶部11は、HDD(Hard Disk Drive)やフラッシュメモリ等の大容量記憶装置により構成されている。この記憶部11には、上述した検温場所200で検温した被検温者毎の体温データや検温日時である出退勤データ等の各種情報が記憶されている。 The storage unit 11 is composed of a large-capacity storage device such as an HDD (Hard Disk Drive) or a flash memory. The storage unit 11 stores various information such as body temperature data for each temperature-tested person measured at the temperature-measured place 200 described above and attendance / leaving data which is the temperature-measured date and time.

入出力制御部12は、管理コンピュータ10に接続されている図示しない液晶表示装置、キーボード又はマウスなどの外部入出力装置との通信を制御する。 The input / output control unit 12 controls communication with an external input / output device such as a liquid crystal display device (not shown), a keyboard, or a mouse connected to the management computer 10.

制御部13は、図示しないCPU(中央演算装置)、ROM(Read Only Memory)、RAM(Random Access Memory)、フラッシュメモリなどで構成されている。また、この制御部13のCPUは、ROM又は記憶部11に予め記憶されている各種プログラムを実行することにより、本実施形態における各種手段(検温データ分析処理、出退勤時間管理処理)として機能することになる。 The control unit 13 includes a CPU (Central Processing Unit) (not shown), a ROM (Read Only Memory), a RAM (Random Access Memory), a flash memory, and the like. Further, the CPU of the control unit 13 functions as various means (temperature measurement data analysis processing, attendance / leaving time management processing) in the present embodiment by executing various programs stored in advance in the ROM or the storage unit 11. become.

外部通信制御部14は、外部の公衆通信回線網60と接続され、制御部13の指示に基づいて、非接触式セルフ検温・顔認証システム1における複数の検温端末20との通信を制御する。 The external communication control unit 14 is connected to the external public communication network 60, and controls communication with a plurality of temperature measurement terminals 20 in the non-contact self-temperature measurement / face recognition system 1 based on the instruction of the control unit 13.

[3.検温端末の電気的構成]
以下、図3を参照して、本実施形態の非接触式セルフ検温・顔認証システム1における検温端末20の電気的構成を説明する。図3に示すように、検温端末20は、記憶部21、入出力制御部22、制御部23、外部通信制御部24などから構成されている。
[3. Electrical configuration of temperature measurement terminal]
Hereinafter, the electrical configuration of the temperature measuring terminal 20 in the non-contact self-temperature measuring / face recognition system 1 of the present embodiment will be described with reference to FIG. As shown in FIG. 3, the temperature measuring terminal 20 includes a storage unit 21, an input / output control unit 22, a control unit 23, an external communication control unit 24, and the like.

記憶部21は、フラッシュメモリ等の大容量記憶装置により構成されている。この記憶部21には、検温端末20の各種設定情報や顔認証を実行して被検温者を特定するための顔認証データ等が記憶されている。 The storage unit 21 is composed of a large-capacity storage device such as a flash memory. The storage unit 21 stores various setting information of the temperature measuring terminal 20, face recognition data for executing face recognition to identify a person to be warmed, and the like.

入出力制御部22は、検温端末20に接続されている各種入出力装置との通信を制御する。検温端末20に接続されている各種入出力装置としては、撮像手段としてのカメラ201、検温手段としての赤外線熱感知センサ202、表示手段としての液晶ディスプレイ203、光補償ライト204、赤外線発光部205、スピーカ208、USBマウスMが接続されている。入出力制御部22は、これら検温端末20を構成する各種入出力装置を制御部23の指示に基づいて制御する。 The input / output control unit 22 controls communication with various input / output devices connected to the temperature measuring terminal 20. As various input / output devices connected to the temperature measuring terminal 20, a camera 201 as an image pickup means, an infrared heat sensing sensor 202 as a temperature measuring means, a liquid crystal display 203 as a display means, a light compensation light 204, an infrared light emitting unit 205, and the like. The speaker 208 and the USB mouse M are connected. The input / output control unit 22 controls various input / output devices constituting these temperature measurement terminals 20 based on the instructions of the control unit 23.

制御部23は、図示しないCPU(中央演算装置)、ROM(Read Only Memory)、RAM(Random Access Memory)、フラッシュメモリなどで構成されている。また、この制御部23のCPUは、ROM又は記憶部21に予め記憶されている各種プログラムを実行することにより、本実施形態における各種手段(顔認証処理)として機能することになる。 The control unit 23 includes a CPU (Central Processing Unit) (not shown), a ROM (Read Only Memory), a RAM (Random Access Memory), a flash memory, and the like. Further, the CPU of the control unit 23 functions as various means (face recognition processing) in the present embodiment by executing various programs stored in advance in the ROM or the storage unit 21.

外部通信制御部24は、外部の公衆通信回線網60と接続され、制御部23の指示に基づいて、非接触式セルフ検温・顔認証システム1における管理コンピュータ10との通信を制御する。 The external communication control unit 24 is connected to the external public communication network 60, and controls communication with the management computer 10 in the non-contact self-temperature measurement / face recognition system 1 based on the instruction of the control unit 23.

[4.検温端末の構成の概要]
以下、図4を参照して、本実施形態の検温端末20の構成の概要を説明する。図4に示すように、検温端末20の前面には、撮像手段としてのカメラ201、検温手段としての赤外線熱感知センサ202、表示手段としての液晶ディスプレイ203、光補償ライト204、赤外線発光部205、スピーカ208を備えて構成されている。検温端末20の一側面下部にはUSBポート206(図7(a)参照)が設けられておりUSBマウスMが接続される。検温端末20の他側面下部には電源入力端子207(図7(a)参照)が設けられておりAC電源アダブターAが接続される。検温端末20の下部中央には三脚に取付けるための所定径(例えば、6mm)の雌ネジ209(図7(a)参照)が形成されており、市販の三脚に着脱自在としている。
[4. Overview of temperature measurement terminal configuration]
Hereinafter, the outline of the configuration of the temperature measuring terminal 20 of the present embodiment will be described with reference to FIG. As shown in FIG. 4, on the front surface of the temperature measuring terminal 20, a camera 201 as an image pickup means, an infrared heat sensing sensor 202 as a temperature measuring means, a liquid crystal display 203 as a display means, a light compensation light 204, an infrared light emitting unit 205, and the like. It is configured to include a speaker 208. A USB port 206 (see FIG. 7A) is provided at the lower part of one side surface of the temperature measuring terminal 20, and a USB mouse M is connected to the USB port 206 (see FIG. 7A). A power input terminal 207 (see FIG. 7A) is provided at the lower portion of the other side surface of the temperature measuring terminal 20, and an AC power adapter A is connected to the power input terminal 207 (see FIG. 7A). A female screw 209 (see FIG. 7A) having a predetermined diameter (for example, 6 mm) for attaching to a tripod is formed in the center of the lower portion of the temperature measuring terminal 20, and is removable from a commercially available tripod.

カメラ201は、周知のCMOSカメラが好適に用いられ、被検温者の顔の画像を撮像する。カメラ201は、本実施形態の被検温者の顔の画像を撮像する撮像手段である。また、本実施形態においては、図4に示すように、高機能な撮像を実現可能とするために、水平に二つのカメラ201を配設(所謂、デュアルカメラ)としているが、カメラ201の数は限定されるものではなく、一つでも三つ以上でも構わない。 As the camera 201, a well-known CMOS camera is preferably used, and an image of the face of the person to be warmed is captured. The camera 201 is an imaging means for capturing an image of the face of the subject to be warmed according to the present embodiment. Further, in the present embodiment, as shown in FIG. 4, two cameras 201 are arranged horizontally (so-called dual cameras) in order to realize high-performance imaging, but the number of cameras 201 is provided. Is not limited, and may be one or three or more.

赤外線熱感知センサ202は、中央の赤外線受光部202aにより被検温者の顔の赤外線の量を感知して温度に変換して測定する。赤外線熱感知センサ202は、被検温者の顔の表面の体温を測定する検温手段である。 The infrared heat sensing sensor 202 senses the amount of infrared rays on the face of the person to be warmed by the central infrared light receiving unit 202a, converts the amount of infrared rays into temperature, and measures the temperature. The infrared heat sensing sensor 202 is a temperature measuring means for measuring the body temperature of the surface of the face of the subject to be warmed.

液晶ディスプレイ203は、7インチの液晶型のディスプレイが好適に用いられ、被検温者が検温端末20の前面に立つと、自動的にカメラ201を介して被検温者の顔を表示する。さらに、赤外線熱感知センサ202による測定結果(測定した体温及び測定日時)を被検温者に表示して報知する。液晶ディスプレイ203は、本実施形態の検温者の顔を表示する表示手段であるとともに、被検温者の体温の正常又は異常を報知する報知手段である。 As the liquid crystal display 203, a 7-inch liquid crystal display is preferably used, and when the person to be inspected stands in front of the temperature measuring terminal 20, the face of the person to be inspected is automatically displayed via the camera 201. Further, the measurement result (measured body temperature and measurement date and time) by the infrared heat sensing sensor 202 is displayed and notified to the person to be measured. The liquid crystal display 203 is a display means for displaying the face of the temperature-measuring person of the present embodiment, and is a notifying means for notifying the normality or abnormality of the body temperature of the temperature-tested person.

光補償ライト204は、カメラ201で撮像する際の被検温者の顔の明度が不足していた場合に、被検温者の顔に照射して明度を撮像に適した明るさにする。つまり、カメラ201で撮像する際の明度は、所定の明度(100ルクス以上)が望ましく、この所定の明度に達していないと検温端末20が判断すると、光補償ライト204を自動的に点灯して被検温者の顔に照射する。 When the brightness of the face of the person to be warmed up is insufficient when taking an image with the camera 201, the light compensation light 204 irradiates the face of the person to be warmed to make the brightness suitable for the image pickup. That is, it is desirable that the brightness when taking an image with the camera 201 is a predetermined brightness (100 lux or more), and when the temperature measuring terminal 20 determines that the predetermined brightness has not been reached, the light compensation light 204 is automatically turned on. Irradiate the face of the person to be warmed.

赤外線発光部205は、赤外線を被検温者の顔に照射するためのものであり、赤外線熱感知センサ202の中央の赤外線受光部202aは、この赤外線発光部205により被検温者の顔に照射された赤外線を感知して、自動的に温度に変換して被検温者の体温とする。 The infrared light emitting unit 205 is for irradiating the face of the person to be warmed with infrared rays, and the infrared light receiving part 202a in the center of the infrared heat sensing sensor 202 is irradiated to the face of the person to be warmed by the infrared light emitting unit 205. It senses infrared rays and automatically converts it to temperature to use it as the body temperature of the subject.

スピーカ208は、上述した赤外線熱感知センサ202による被検温者の体温の測定結果を被検温者に報知する場合に、例えば、正常時と異常時とでは異なる音量、パターンで、特に異常時には被検温者の注意を引くように所定の音を出音する。スピーカ208は、被検温者の体温の正常又は異常を報知する報知手段である。 When the speaker 208 notifies the test subject of the measurement result of the body temperature of the test subject by the infrared heat sensing sensor 202 described above, for example, the speaker 208 has a different volume and pattern between the normal time and the abnormal time, and particularly the temperature to be measured at the time of abnormality. Make a predetermined sound to attract the attention of the person. The speaker 208 is a notification means for notifying the normality or abnormality of the body temperature of the subject to be warmed.

USBマウスMは、市販の有線型のUSBマウスが好適に用いられる。本実施形態においては、検温端末20の記憶部21に記憶されている各種設定情報の変更や顔認証データの登録・削除を管理者100のみが行えるようにしている。管理者100は、USBマウスMを使用して管理者権限により所定の操作を行うことで、検温端末20の記憶部21に記憶されている各種設定情報の変更や顔認証データの登録・削除を行う。なお、この管理者100による検温端末20の記憶部21に記憶されている各種設定情報の変更や顔認証データの登録・削除は、管理者100が管理コンピュータ10を使用して管理者権限により所定の操作を行うことで、管理コンピュータ10と検温端末20との通信により行うこともできる。 As the USB mouse M, a commercially available wired USB mouse is preferably used. In the present embodiment, only the administrator 100 can change various setting information stored in the storage unit 21 of the temperature measuring terminal 20 and register / delete the face authentication data. The administrator 100 can change various setting information stored in the storage unit 21 of the temperature measuring terminal 20 and register / delete the face authentication data by performing a predetermined operation with the administrator authority using the USB mouse M. conduct. It should be noted that the administrator 100 determines the change of various setting information stored in the storage unit 21 of the temperature measuring terminal 20 and the registration / deletion of the face recognition data by the administrator 100 by the administrator authority using the management computer 10. By performing the operation of, it can also be performed by communication between the management computer 10 and the temperature measuring terminal 20.

AC電源アダブターAは、検温端末20が動作するのに必要な通電(例えば、12V、2A)を行うための周知の変換アダブターが好適に用いられる。本実施形態の検温端末20には、電源のON/OFFスイッチは設けられておらず、AC電源アダブターAによる通電が開始されるとシステムが自動的に立ち上がり被検温者の顔認証と温度を測定する温度測定モードに移行する。 As the AC power adapter A, a well-known conversion adapter for energizing (for example, 12V, 2A) necessary for the temperature measuring terminal 20 to operate is preferably used. The temperature measurement terminal 20 of the present embodiment is not provided with an ON / OFF switch for the power supply, and when the AC power adapter A starts energization, the system automatically starts up and measures the face recognition and temperature of the person to be inspected. Shift to the temperature measurement mode.

検温端末20は、検温場所200に複数の設置手段で設置することができる。以下、図6、図7、図8を参照して、検温端末20の検温場所200への設置を説明する。図6に示すように、検温端末20は、検温端末20の下部中央に設けられている雌ネジ209(図7(a)参照)に市販の三脚30の上部を取り付けて検温場所200に設置される。検温端末20の高さは、好適な高さ、例えば、床面から1.2m~1.5mになるように三脚30の高さを調節する。このとき、検温場所200にテーブルと椅子が配置されている場合は、図4に示すスマートフォン用の小型の三脚30を用いて、椅子に腰かけた被検温者の顔の高さに合わせた好適な高さにテーブル上に設置することもできる。 The temperature measuring terminal 20 can be installed in the temperature measuring place 200 by a plurality of installation means. Hereinafter, the installation of the temperature measuring terminal 20 in the temperature measuring place 200 will be described with reference to FIGS. 6, 7, and 8. As shown in FIG. 6, the temperature measuring terminal 20 is installed at the temperature measuring place 200 by attaching the upper part of a commercially available tripod 30 to the female screw 209 (see FIG. 7A) provided in the center of the lower part of the temperature measuring terminal 20. To. The height of the temperature measuring terminal 20 is adjusted to a suitable height, for example, the height of the tripod 30 so as to be 1.2 m to 1.5 m from the floor surface. At this time, when the table and the chair are arranged in the temperature measuring place 200, it is suitable to use the small tripod 30 for a smartphone shown in FIG. 4 to match the height of the face of the person to be warmed sitting on the chair. It can also be installed on a table at a height.

図7に示すように、検温端末20を壁面に掛ける壁掛け部40を検温端末20の背面に設けることもできる。そして、検温場所200の壁面Bにこの壁掛け部40を介して、好適な高さである床面から垂直上方情報1.2m~1.5mの高さに検温端末20を取付ける。このとき、検温端末20の横には、「検温してください。」等のメッセージM0を添付し、被検温者の出退勤時の検温及び顔認証を促す。 As shown in FIG. 7, a wall-mounted portion 40 for hanging the temperature measuring terminal 20 on the wall surface may be provided on the back surface of the temperature measuring terminal 20. Then, the temperature measuring terminal 20 is attached to the wall surface B of the temperature measuring place 200 via the wall hanging portion 40 at a height of 1.2 m to 1.5 m in vertical upward information from the floor surface, which is a suitable height. At this time, a message M0 such as "Please measure the temperature" is attached next to the temperature measuring terminal 20 to encourage the temperature measurement and face recognition of the person to be inspected when going to and from work.

図8に示すように、検温場所200として従来の事務所等の入退出時にIDカードを読み取らせるセキュリティゲートGの上面に、検温端末20を垂直に設置するための専用の取付金具50を立設して、床面から垂直上方情報1.2m~1.5mの高さに検温端末20を取付けることもできる。この場合も、検温端末20の背面の壁掛け部40を介して取付金具50を検温端末20の背面に取付ける。一般にセキュリティゲートGは被検温者の出退勤時の通過ゲートとして設置されているので、このセキュリティゲートGの上面に、検温端末20を設置することで、被検温者の検温及び顔認証をスムーズに行うことができる。 As shown in FIG. 8, a dedicated mounting bracket 50 for vertically installing the temperature measuring terminal 20 is erected on the upper surface of the security gate G that reads the ID card when entering and exiting a conventional office or the like as the temperature measuring place 200. Then, the temperature measuring terminal 20 can be attached at a height of 1.2 m to 1.5 m in the vertical upward information from the floor surface. Also in this case, the mounting bracket 50 is attached to the back surface of the temperature measuring terminal 20 via the wall-mounted portion 40 on the back surface of the temperature measuring terminal 20. Generally, the security gate G is installed as a passage gate when the person to be inspected goes to and from work. Therefore, by installing the temperature measuring terminal 20 on the upper surface of the security gate G, the temperature of the person to be inspected and face recognition can be smoothly performed. be able to.

[5.管理コンピュータと検温端末とによる被検温者の検温の概要]
以下、図5、図9及び図10を参照して、本実施形態の管理コンピュータ10と検温端末20による被検温者の検温及び顔認証の流れを説明する。この処理は、管理コンピュータ10の制御部13及び検温端末20の制御部23でそれぞれ実行される処理であるが、便宜上、管理コンピュータ10と検温端末20が行うことに表現を統一している。
[5. Outline of temperature measurement of the person to be inspected by the management computer and the temperature measurement terminal]
Hereinafter, the flow of temperature measurement and face recognition of the person to be inspected by the management computer 10 and the temperature measurement terminal 20 of the present embodiment will be described with reference to FIGS. 5, 9 and 10. This process is a process executed by the control unit 13 of the management computer 10 and the control unit 23 of the temperature measurement terminal 20, respectively, but for convenience, the expressions are unified to be performed by the management computer 10 and the temperature measurement terminal 20.

ここで、前提条件として、検温端末20は、被検温者が出退勤するときに必ず通行する場所である検温場所200に、予め管理者100により少なくとも検温開始の10分前に電源が投入された状態とする。また、検温端末20は、好適な高さ(床面から1.2m~1.5m)に設置されるとともに、身長の異なる被検温者の顔に所定範囲(20cm~70cmが好適)近づけるように所定角度(10度~20度)上向きに調整可能に設置されていることが望ましい。 Here, as a precondition, the temperature measuring terminal 20 is in a state where the power is turned on in advance by the administrator 100 at least 10 minutes before the start of temperature measuring at the temperature measuring place 200, which is a place where the person to be inspected always passes when going to and from work. And. Further, the temperature measuring terminal 20 is installed at a suitable height (1.2 m to 1.5 m from the floor surface), and is brought close to a predetermined range (preferably 20 cm to 70 cm) to the faces of the temperature-tested persons having different heights. It is desirable that it is installed so that it can be adjusted upward by a predetermined angle (10 to 20 degrees).

被検温者は、出退勤時に検温場所200に設置された検温端末20の前面に向かい合ように立つ(ステップS1)。検温端末20は、被検温者の検温を行っていない状態では、液晶ディスプレイ203の画像表示を節電のためOFFにしている。つまり、検温端末20の液晶ディスプレイ203には、図9(a)に示すように、被検温者の顔を収める位置を示す枠Wと「枠に顔を合わせて検温してください」というメッセージM1が表示されている。 The person to be inspected stands facing the front of the temperature measuring terminal 20 installed in the temperature measuring place 200 at the time of going to work (step S1). The temperature measuring terminal 20 turns off the image display of the liquid crystal display 203 in order to save power when the temperature of the person to be inspected is not measured. That is, as shown in FIG. 9A, the liquid crystal display 203 of the temperature measuring terminal 20 has a frame W indicating a position where the face of the person to be inspected is to be accommodated and a message M1 "Please face the frame and measure the temperature". Is displayed.

そして、被検温者が検温端末20の前面に立つと、検温端末20のカメラ201が起動して、液晶ディスプレイ203に被検温者の顔が表示される。このとき、図9(b)に示すように、液晶ディスプレイ203には、カメラ201で撮像した被検温者の顔Fと、被検温者の顔を収めるための枠Wが同時に表示されている。このとき、検温端末20は被検温者の顔が枠W内に収まっていない場合は、「もっと近づいて下さい!」等のメッセージM2を液晶ディスプレイ203に表示して、検温端末20と被検温者の顔との位置(つまり、立ち位置)の修正を促す。このメッセージM2は、スピーカ208から出音することで、被検温者の立ち位置の修正を促してもよい。 Then, when the person to be inspected stands in front of the temperature measuring terminal 20, the camera 201 of the temperature measuring terminal 20 is activated, and the face of the person to be inspected is displayed on the liquid crystal display 203. At this time, as shown in FIG. 9B, the liquid crystal display 203 simultaneously displays the face F of the person to be warmed imaged by the camera 201 and the frame W for accommodating the face of the person to be warmed. At this time, if the face of the person to be inspected does not fit in the frame W, the temperature measuring terminal 20 displays a message M2 such as "Please come closer!" On the liquid crystal display 203, and the temperature measuring terminal 20 and the person to be inspected are inspected. Prompt to correct the position with the face (that is, the standing position). This message M2 may be urged to correct the standing position of the person to be warmed by outputting sound from the speaker 208.

本実施形態においては、被検温者の顔と検温端末20との測定距離が所定距離(例えば、20cm~70cm)の収まっているときしか検温及び顔認証を行わない。つまり、被検温者の顔と検温端末20との測定距離が所定範囲よりも近くても遠くても、被検温者の検温及び顔認証は可能であるが測定値にばらつきが多く精度が安定しない。これでは、被検温者に測定した検温及び顔認証の精度に不安を与えることになる。これを解消するため、カメラ201で撮像した被検温者の顔Fを液晶ディスプレイ203に表示している枠Wに収めることで、被検温者の顔と検温端末20とが確実に所定距離となり、検温及び顔認証が精度よく確実に実施できるようにしている。 In the present embodiment, the temperature measurement and face recognition are performed only when the measurement distance between the face of the person to be inspected and the temperature measurement terminal 20 is within a predetermined distance (for example, 20 cm to 70 cm). That is, even if the measurement distance between the face of the person to be inspected and the temperature measurement terminal 20 is closer or farther than the predetermined range, the temperature of the person to be inspected and the face recognition can be performed, but the measured values vary and the accuracy is not stable. .. This causes anxiety about the accuracy of temperature measurement and face recognition measured by the person to be inspected. In order to solve this problem, by fitting the face F of the person to be warmed imaged by the camera 201 into the frame W displayed on the liquid crystal display 203, the face of the person to be warmed and the temperature measuring terminal 20 are surely kept at a predetermined distance. We ensure that temperature measurement and face recognition can be performed accurately and reliably.

液晶ディスプレイ203の枠W内に被検温者の顔が収まったことを所定時間(例えば、0.1秒)検出すると、検温端末20は自動的に被検温者の顔認証と検温を実行する。つまり、撮像した被検温者の顔の画像と記憶部21に予め記憶されている顔認証データを参照して認証手段としての顔認証処理をして被検温者を特定する特定情報(社員ID、氏名、部署等)を生成する(ステップS2)。ここで特定された被検温者の特定情報(社員ID、氏名、部署等)は、記憶部21に一時記憶される。 When it is detected for a predetermined time (for example, 0.1 second) that the face of the person to be warmed is within the frame W of the liquid crystal display 203, the temperature measuring terminal 20 automatically performs face recognition and temperature measurement of the person to be warmed. That is, specific information (employee ID, employee ID,) that identifies the person to be warmed by performing face recognition processing as an authentication means by referring to the image of the face of the person to be warmed and the face recognition data stored in advance in the storage unit 21. Generate a name, department, etc. (step S2). The specific information (employee ID, name, department, etc.) of the temperature-tested person specified here is temporarily stored in the storage unit 21.

検温端末20は被検温者の顔認証を行うと同時に、赤外線熱感知センサ202により被検温者の顔の表面の体温を測定する(ステップS3)。このとき、検温者の顔の表面の体温が均一でない場合は、最も高い体温を測定値として測定日時とともに記憶部21に一時記憶する。 The temperature measuring terminal 20 authenticates the face of the person to be warmed, and at the same time, measures the body temperature of the surface of the face of the person to be warmed by the infrared heat sensing sensor 202 (step S3). At this time, if the body temperature on the surface of the face of the temperature-testing person is not uniform, the highest body temperature is temporarily stored in the storage unit 21 together with the measurement date and time as the measured value.

上記ステップ2及びステップ3を実行中は、図9(c)に示すように、液晶ディスプレイ203には、カメラ201で撮像した被検温者の顔Fと枠Wが表示されるとともに、「測定中…」のメッセージM3が液晶ディスプレイ203に表示される。これは、検温及び顔認証を行う場合に被検温者の動き(顔の動き)により検温及び顔認証に時間がかかったり、測定値の誤差が大きくなったりする可能性を防ぐためである。つまり、本実施形態においては、検温端末20は、被検温者の顔を認識した時点で液晶ディスプレイ203に「測定中…」と表示する。これは、人間の心理を利用し、「測定中…」と表示することにより被検温者に検温及び顔認証中であることを認識させて動いては行けないと思わせる効果を狙ったものである。これにより、検温及び顔認証における被検温者の動作を規制することができ、検温及び顔認証の測定精度の向上と測定時間の短縮を図ることが可能となる。 While the steps 2 and 3 are being executed, as shown in FIG. 9 (c), the liquid crystal display 203 displays the face F and the frame W of the person to be warmed imaged by the camera 201, and "measurement is in progress." The message M3 of "..." is displayed on the liquid crystal display 203. This is to prevent the possibility that the temperature measurement and face recognition take time due to the movement of the person to be inspected (face movement) and the error of the measured value becomes large when the temperature measurement and face recognition are performed. That is, in the present embodiment, the temperature measuring terminal 20 displays "Measuring ..." on the liquid crystal display 203 when the face of the person to be measured is recognized. This is aimed at the effect of using human psychology and displaying "Measuring ..." to make the subject aware that the temperature is being measured and face recognition is being performed, and to make them think that they cannot move. be. As a result, it is possible to regulate the operation of the person to be inspected in temperature measurement and face recognition, and it is possible to improve the measurement accuracy of temperature measurement and face recognition and shorten the measurement time.

検温端末20は、測定した被検温者の顔の表面の体温が正常であるか否かを判断する(ステップS4)。この正常か否かの判断は、検温端末20の記憶部21に予め設定情報として設定されている体温を異常と判断する規定値(例えば、37.1℃)と被検温者の体温とを比較して判別されるものである。この規定値は、所定範囲(35℃~42℃)において0.1℃単位で、任意に管理者100により設定変更可能としている。 The temperature measuring terminal 20 determines whether or not the measured body temperature on the surface of the face of the subject to be measured is normal (step S4). To determine whether or not this is normal, a predetermined value (for example, 37.1 ° C.) for determining that the body temperature preset as setting information in the storage unit 21 of the temperature measuring terminal 20 is abnormal is compared with the body temperature of the person to be inspected. It is determined by This specified value can be arbitrarily changed by the administrator 100 in units of 0.1 ° C within a predetermined range (35 ° C to 42 ° C).

検温端末20は、測定した被検温者の顔の表面の体温が正常であると判別した場合(ステップS4:Yes)は、検温端末20の液晶ディスプレイ203に、測定した体温と測定日時を表示するとともに、スピーカ208から正常を示す効果音を出音して被検温者に報知する(ステップS5)。具体的には、図10(a)に示すように、液晶ディスプレイ203に、上から順にOKの文字、「体温正常です!」のメッセージM4、測定値T(36.3℃)、測定日時K(2020/07/16 AM7:50)が表示される。スピーカ208からは正常を報知するパターンの効果音(例えば、ピー)が出音される。 When the temperature measuring terminal 20 determines that the measured body temperature on the surface of the subject's face is normal (step S4: Yes), the measured body temperature and the measured date and time are displayed on the liquid crystal display 203 of the temperature measuring terminal 20. At the same time, a sound effect indicating normality is emitted from the speaker 208 to notify the person to be warmed (step S5). Specifically, as shown in FIG. 10A, on the liquid crystal display 203, in order from the top, the characters OK, the message M4 "body temperature is normal!", The measured value T (36.3 ° C.), and the measurement date and time K. (2020/07/16 AM7: 50) is displayed. A sound effect (for example, pee) having a pattern for notifying normality is output from the speaker 208.

一方、検温端末20は、測定した被検温者の顔の表面の体温が正常ではない(つまり、異常)と判別した場合(ステップS4:No)は、検温端末20の液晶ディスプレイ203に、測定した体温と測定日時を表示するとともに、スピーカ208から異常を示す効果音を出音して被検温者に報知する(ステップS6)。具体的には、図10(b)に示すように、液晶ディスプレイ203に、上から順に進入禁止の記号、「体温異常です!」のメッセージM4、測定値T(37.5℃)、測定日時K(2020/07/16 AM7:50)が表示される。スピーカ208からは異常を報知するパターンの効果音(例えば、ピッ、ピッ、ピッ)が出音される。この後、検温端末20の液晶ディスプレイ203には、被検温者の帰宅や通院を促すメッセージが表示され、スピーカ208からは同様なメッセ―ジを出音してもよい。 On the other hand, when the temperature measuring terminal 20 determines that the measured body temperature on the surface of the subject's face is not normal (that is, abnormal) (step S4: No), the temperature is measured on the liquid crystal display 203 of the temperature measuring terminal 20. The body temperature and the measurement date and time are displayed, and a sound effect indicating an abnormality is emitted from the speaker 208 to notify the person to be warmed (step S6). Specifically, as shown in FIG. 10 (b), the liquid crystal display 203 has a sign indicating that entry is prohibited, a message M4 of "body temperature is abnormal!", A measured value T (37.5 ° C.), and a measurement date and time. K (2020/07/16 AM7: 50) is displayed. A pattern sound effect (for example, beep, beep, beep) for notifying an abnormality is output from the speaker 208. After that, a message urging the person to be inspected to return home or go to the hospital is displayed on the liquid crystal display 203 of the temperature measuring terminal 20, and a similar message may be output from the speaker 208.

検温端末20は、被検温者の顔認証と検温が終了すると、記憶部21に一時記憶している被検温者の特定情報(社員ID、氏名、部署等)、体温及び測定日時を管理コンピュータ10に送信する(ステップS7)。 When the face recognition and temperature measurement of the temperature-tested person are completed, the temperature-measuring terminal 20 manages the specific information (employee ID, name, department, etc.), body temperature, and measurement date and time of the temperature-tested person temporarily stored in the storage unit 21. (Step S7).

検温端末20から被検温者の特定情報、体温及び測定日時を受信した管理コンピュータ10は、被検温者の特定情報に紐づけて、被験者毎に測定した体温と測定日時を出退勤データとして記憶部11に記憶する(ステップS8)。 The management computer 10 that receives the specific information of the temperature-tested person, the body temperature, and the measurement date and time from the temperature-measuring terminal 20 associates the specific information of the temperature-tested person with the body temperature measured for each subject and the measurement date and time as the attendance / leaving data in the storage unit 11. (Step S8).

管理コンピュータ10は、被験者毎の出退勤データを用いて出退勤時間管理処理を行う(ステップS9)。この出退勤時間管理処理においては、被検温者の体温の測定日時が始業時間前であれば出社時間として記憶し、終業時間後であれば退社時間として、複数の被検温者の特定情報(社員ID、氏名、部署等)に紐づけて管理する。そして、月締めの給与計算時に、出社時間及び退社時間、及び欠勤、遅刻、早退、残業時間の算出として利用されることになる。 The management computer 10 performs an attendance / leaving time management process using the attendance / leaving data for each subject (step S9). In this attendance / leaving time management process, if the measurement date and time of the body temperature of the person to be inspected is before the start time, it is stored as the time to go to work, and if it is after the end time, it is to be the time to leave the office. , Name, department, etc.). Then, at the time of payroll calculation at the end of the month, it will be used to calculate the time to enter and leave the office, and the absenteeism, late arrival, early departure, and overtime hours.

管理コンピュータ10は、検温端末20から受信した測定した複数の被検温者の体温データを複数の被検温者の特定情報(社員ID、氏名、部署等)に紐づけて検温データとして記憶部11に記憶している。管理コンピュータ10は、ここで記憶された被検温者毎の検温データの変動を、定期的に検温データ分析処理する(ステップS10)。この検温データ分析処理では、母集団における体温の異常の発生率から母集団における感染率等を演算して、母集団におけるクラスターの発生を検知する。例えば、被検温者がインフルエンザや新型コロナウィルス等の感染症に罹患していると認識された感染率が所定の割合(例えば、30%)を超えた場合は、クラスターの発生と判断してそれに応じた対処(事業所の閉鎖や消毒、在宅勤務への移行)が行われることになる。 The management computer 10 associates the measured body temperature data of the plurality of temperature-tested persons received from the temperature-measurement terminal 20 with the specific information (employee ID, name, department, etc.) of the plurality of temperature-tested persons, and stores the temperature data in the storage unit 11. I remember. The management computer 10 periodically analyzes and processes the fluctuation of the temperature measurement data for each temperature-tested person stored here (step S10). In this temperature measurement data analysis process, the outbreak of clusters in the population is detected by calculating the infection rate in the population from the incidence of abnormal body temperature in the population. For example, if the infection rate recognized as having an infectious disease such as influenza or a new type of coronavirus exceeds a predetermined rate (for example, 30%), it is judged that a cluster has occurred and it is determined as such. Corresponding measures (closed offices, disinfection, shift to telecommuting) will be taken.

また、管理コンピュータ10において、母集団の検温データの変化から感染症に罹患した可能性を分析することで、例えば、過去に感染症に罹患した人の検温データの変化と照合することで、罹患した感染症を特定することもできる。さらに、測定した被検温者の体温が異常(つまり、発熱)であった場合に、付随する症状(くしゃみ、せき、呼吸状態、嗅覚異常、味覚異常)を、管理者100が被検温者から聴取して、管理コンピュータ10で入力できるように構成し、この付随する症状と検温データの変化を併せて、一定期間毎に管理コンピュータ10の検温データ分析処理で分析することで、さらに、罹患した感染症がインフルエンザなのか新型のコロナウィルスなのかを高確率で特定できる可能性がある。 In addition, the management computer 10 analyzes the possibility of having an infectious disease from the change in the temperature measurement data of the population, for example, by collating with the change in the temperature measurement data of a person who has suffered an infectious disease in the past. It is also possible to identify the infectious disease that has occurred. Further, when the measured body temperature of the test subject is abnormal (that is, fever), the administrator 100 listens to the accompanying symptoms (sneezing, coughing, respiratory condition, olfactory abnormality, taste abnormality) from the subject. Then, it is configured so that it can be input by the management computer 10, and the accompanying symptom and the change of the temperature measurement data are combined and analyzed by the temperature measurement data analysis process of the management computer 10 at regular intervals, thereby further infectious disease. It may be possible to identify with high probability whether the disease is influenza or a new type of coronavirus.

さらに、新型コロナウィルスやインフルエンザ等の集団感染を検出した場合は、地図アプリ等と併せて、地域別に集団感染のマップ等を表示して警告できるようなシステムすることもできる。これにより、集団感染の拡大の防止にもつながり、例えば、近接した地域で集団感染が発生した場合に、速やかに対処(休業、通勤経路や出社時間の変更等)することができる。 Furthermore, when outbreaks such as new coronavirus and influenza are detected, a system that can display a map of outbreaks by region and warn them can be created together with a map application or the like. This also leads to prevention of the spread of outbreaks, and for example, when an outbreak occurs in a nearby area, it is possible to promptly deal with it (change of leave, commuting route, work time, etc.).

上述してきた実施形態では、複数の被検温者で母集団を構成した事業所等において、複数の被検温者の出退勤時に検温する構成を一例として説明したが、これに限らず、一定の母集団で構成される学校、幼稚園、保育園、工場、事務所等の様々な場所で、本実施形態の非接触式セルフ検温・顔認証システム1を用いることができる。 In the above-described embodiment, the configuration in which the temperature is measured at the time of attendance and departure of a plurality of temperature-tested persons at a business establishment or the like in which a population is composed of a plurality of temperature-tested persons has been described as an example, but the present invention is not limited to this, and a certain population is not limited to this. The non-contact self-temperature measurement / face recognition system 1 of the present embodiment can be used in various places such as a school, a kindergarten, a nursery school, a factory, and an office.

以上、上記実施形態を通して本発明を説明してきたが、本発明はこれらに限定されるものではない。また、上述した各効果は、本発明から生じる最も好適な効果を列挙したに過ぎず、本発明による効果は、本実施の形態に記載されたものに限定されるものではない。 Although the present invention has been described above through the above embodiments, the present invention is not limited thereto. Moreover, each of the above-mentioned effects is merely a list of the most suitable effects resulting from the present invention, and the effects according to the present invention are not limited to those described in the present embodiment.

1 非接触式セルフ検温・顔認証システム
10 管理コンピュータ
20 検温端末
60 公衆通信回線網
100 管理者
200 設置場所
201 カメラ
202 赤外線熱感知センサ
203 液晶ディスプレイ
204 光補償ライト
205 赤外線発光部
206 USBポート
207 電源入力端子
208 スピーカ
209 雌ネジ
A ACアダプタ
M USBマウス
1 Non-contact self-temperature measurement / face authentication system 10 Management computer 20 Temperature measurement terminal 60 Public communication network 100 Administrator 200 Installation location 201 Camera 202 Infrared heat sensing sensor 203 Liquid crystal display 204 Light compensation light 205 Infrared light emitting unit 206 USB port 207 Power supply Input terminal 208 Speaker 209 Female screw A AC adapter M USB mouse

Claims (3)

システムを管理運用する管理コンピュータと、
一定の集団に属する被検温者の体温を非接触で測定する検温端末と、
が公衆通信回線網で相互に通信可能に接続された非接触式セルフ検温・顔認証システムであって、
前記検温端末は、
前記被検温者の顔を撮像する撮像手段と、
前記被検温者の顔の表面の体温を測定する検温手段と、
前記被検温者の顔を表示する表示手段と、
前記被検温者の顔を顔認証して当該被検温者を特定する認証手段と、
前記被検温者の体温の正常又は異常を報知する報知手段と、
を備え、
前記管理コンピュータは、
前記検温端末で特定した一定の集団に属する前記被検温者の出退勤を管理するとともに、当該被検温者の体温の変動をそれぞれ記憶して分析し、一定の集団における体温の異常の発生率から一定の集団におけるクラスターの発生を検知することを特徴とする非接触式セルフ検温・顔認証システム。
A management computer that manages and operates the system,
A temperature measurement terminal that measures the body temperature of a person under test belonging to a certain group in a non-contact manner,
Is a non-contact self-temperature measurement / face recognition system that is connected to each other so that they can communicate with each other via a public communication network.
The temperature measuring terminal is
An imaging means for imaging the face of the person to be warmed, and
A temperature measuring means for measuring the body temperature of the surface of the face of the person to be warmed, and
The display means for displaying the face of the person to be warmed and
An authentication means for identifying the temperature-tested person by performing face recognition on the face of the temperature-tested person, and
A notification means for notifying the normality or abnormality of the body temperature of the person to be warmed, and
Equipped with
The management computer is
While managing the attendance and departure of the temperature-tested person belonging to the certain group specified by the temperature-measurement terminal, the fluctuation of the body temperature of the temperature-tested person is memorized and analyzed, and the rate of abnormal body temperature in the certain group is constant. A non-contact self-temperature and face recognition system characterized by detecting the occurrence of clusters in a population of.
前記検温端末は、前記表示手段における所定の範囲に前記被検温者の顔があるときに、前記撮像手段により前記被検温者の顔を撮像するとともに、前記検温手段により前記被検温者の顔の表面の体温を測定することを特徴とする請求項1に記載の非接触式セルフ検温・顔認証システム。 When the face of the person to be inspected is in a predetermined range in the display means, the temperature measuring terminal captures the face of the person to be inspected by the image pickup means and the face of the person to be inspected by the temperature measuring means. The non-contact self-temperature measurement / face recognition system according to claim 1, wherein the body temperature of the surface is measured. 前記検温端末は、所定の検温場所において、机上へ載置して設置、壁掛けによる設置、床面上に設置、セキュリティゲートに設置するという複数の設置手段を備えたことを特徴とする請求項1又は請求項2に記載の非接触式セルフ検温・顔認証システム。
Claim 1 is characterized in that the temperature measuring terminal is provided with a plurality of installation means of mounting on a desk, installing by hanging on a wall, installing on a floor surface, and installing at a security gate at a predetermined temperature measuring place. Alternatively, the non-contact self-temperature measurement / face recognition system according to claim 2.
JP2020169427A 2020-10-06 2020-10-06 Contactless self-service thermometry and face-authentication system Pending JP2022061428A (en)

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