JP5013984B2 - Facial finger combined authentication system - Google Patents

Facial finger combined authentication system Download PDF

Info

Publication number
JP5013984B2
JP5013984B2 JP2007160241A JP2007160241A JP5013984B2 JP 5013984 B2 JP5013984 B2 JP 5013984B2 JP 2007160241 A JP2007160241 A JP 2007160241A JP 2007160241 A JP2007160241 A JP 2007160241A JP 5013984 B2 JP5013984 B2 JP 5013984B2
Authority
JP
Japan
Prior art keywords
face
data
authentication
finger
registered
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
JP2007160241A
Other languages
Japanese (ja)
Other versions
JP2008310743A (en
Inventor
一徳 村上
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Mitsubishi Electric Corp
Original Assignee
Mitsubishi Electric Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Mitsubishi Electric Corp filed Critical Mitsubishi Electric Corp
Priority to JP2007160241A priority Critical patent/JP5013984B2/en
Publication of JP2008310743A publication Critical patent/JP2008310743A/en
Application granted granted Critical
Publication of JP5013984B2 publication Critical patent/JP5013984B2/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Collating Specific Patterns (AREA)

Description

この発明は、生体認証として顔認証と指認証を組み合わせたもので、入退室管理システム等に適用される顔指複合認証システムに関する。   The present invention is a combination of face authentication and finger authentication as biometric authentication, and relates to a face / finger combined authentication system applied to an entrance / exit management system or the like.

通常の生体認証の場合、照合時に事前に登録しておいたデータと認証装置にて取得したデータとの類似性を判定し、認証閾値を超えた場合に本人と認証する。特に、顔認証においては、登録時照合時ともにカメラで撮影した画像データをもとに顔データを抽出し照合を行うため、周囲の環境よる変化の影響が大きい。   In the case of normal biometric authentication, the similarity between the data registered in advance at the time of verification and the data acquired by the authentication device is determined, and if the authentication threshold is exceeded, the user is authenticated. In particular, in face authentication, since face data is extracted and collated based on image data taken by a camera at the time of collation at the time of registration, the influence of changes due to the surrounding environment is large.

そのため、登録時と照合時の環境の違いによって認証閾値以上のデータを得ることが困難な場合が生じる。設置環境にて登録作業を行うことで登録時との環境の違いによる影響を回避できるが、複数の装置を利用している時にそれぞれに登録を行うことは手間がかかる。   For this reason, it may be difficult to obtain data exceeding the authentication threshold due to the difference in environment between registration and verification. By performing the registration work in the installation environment, it is possible to avoid the influence due to the difference in environment from the time of registration, but it is troublesome to register each when using a plurality of devices.

このような認証装置として、認証毎に入力された複数の生体情報の信頼度を決定し、その信頼度に応じた閾値の設定を行うことにより、個人の体調変化や経年変化、使用環境の相違を考慮して高い認証精度と信頼性を実現するものがある(例えば、特許文献1参照)。   As such an authentication device, by determining the reliability of a plurality of biometric information input for each authentication and setting a threshold according to the reliability, individual physical condition change, secular change, use environment difference There are some that realize high authentication accuracy and reliability in consideration of the above (for example, see Patent Document 1).

特許文献1に記載の認証装置を用いれば、登録の負荷は軽減できるが、各装置の更新は各装置でしかできない。また、登録データを複数の装置で共有した時、更新は一度で可能になるが、それぞれの装置の環境に応じたデータにはならない。   If the authentication device described in Patent Document 1 is used, the load of registration can be reduced, but each device can be updated only by each device. In addition, when registration data is shared by a plurality of devices, it can be updated at a time, but the data does not correspond to the environment of each device.

また、特許文献1に記載の認証装置では、更新によって登録データを置き換えるため同じ装置で同じ日の昼と夜のように短い時間で環境が変化する場合では、時間経過は小さく、照明(明るさ)の影響が大きいため、昼に更新すると夜のデータで更新するのが難しくなり、夜において適正なデータで認証を行うことができない。この特許文献1に記載の認証装置では、認証時に更新条件に適合すると必ず更新が行われるため上記のような状態を回避できない。   Further, in the authentication device described in Patent Document 1, since the registration data is replaced by update, when the environment changes in a short time such as day and night on the same device, the time lapse is small and the illumination (brightness) ) Is large, it becomes difficult to update with night data when updated in the daytime, and authentication cannot be performed with appropriate data at night. In the authentication device described in Patent Document 1, since the update is always performed when the update condition is met at the time of authentication, the above-described state cannot be avoided.

特開2003−44858号公報JP 2003-44858 A

上述したように、事前に登録された顔のデータを利用し、認証を行うシステムでは、顔を撮影し認証を行うため、登録時の環境と実際に認証装置の置かれている環境の違いや変化により認証の精度が落ちてしまう。   As described above, in a system that uses face data registered in advance and performs authentication, the face is photographed and authenticated, so the difference between the environment at the time of registration and the environment where the authentication device is actually installed The accuracy of authentication falls due to the change.

また、複数の装置を利用する際に、すべて個別に装置のデータを更新しなければならなく、複数の装置が同一の登録データを持つと環境に応じたデータに更新されない。さらに、1つの装置において、昼と夜のように短期間に環境の変化を繰り返すことで精度を落ちてしまうという問題点がある。   Further, when using a plurality of devices, all of the device data must be individually updated. If a plurality of devices have the same registration data, the data is not updated according to the environment. Furthermore, in one apparatus, there is a problem that accuracy is lowered by repeating environmental changes in a short time such as day and night.

この発明はかかる問題点を解決するためになされたもので、認証精度が低下する環境に認証装置が置かれている場合においても、設置環境に応じたデータを白動的に登録することができ、登録の際の手間を軽減し、環境に適したデータで認証を行うことができる顔指複合認証システムを得ることを目的とする。   The present invention has been made to solve such a problem, and even when an authentication device is placed in an environment where authentication accuracy is lowered, data according to the installation environment can be dynamically registered. An object of the present invention is to obtain a face / finger combined authentication system that can reduce the time and effort required for registration and perform authentication with data suitable for the environment.

この発明に係る顔指複合認証システムは、顔データと指データを取り込み、登録データと照合して認証を行う複数の顔指複合認証装置と、前記複数の顔指複合認証装置と接続されていて、各顔指複合認証装置別の顔の装置用データと、前記複数の顔指複合認証装置に共通な顔と指の共通データとを事前に登録してなるサーバとを備え、前記顔指複合認証装置は、顔認証開始操作時に取り込んだ顔データを一時保存し、一時保存された顔データが、前記サーバに前記装置用データとして登録されているか否かをチェックし、チェック結果、対応する装置用データがある場合は当該装置用データで顔照合を行い、対応する装置用データがない場合は前記共通データで顔照合を行い、顔照合で得られた閾値が所定の認証閾値以上であれば、照合OK処理を行い、顔照合で得られた閾値が前記認証閾値より小さい一定閾値以下であれば、照合NG処理を行い、顔照合で得られた閾値が前記一定閾値より大きく前記認証閾値より小さい範囲であれば、取り込んだ指データを前記サーバに前記共通データとして登録されている指データと照合し、照合結果、本人と認証された場合は、前記一時保存された顔データを前記サーバに装置用データとして登録すると共に、照合OK処理を行うことを特徴とする。   The face / finger combined authentication system according to the present invention is connected to a plurality of face / finger combined authentication devices that capture face data and finger data, perform authentication by collating with registered data, and the plurality of face / finger combined authentication devices. And a server that pre-registers face device data for each face / finger composite authentication device and face / finger common data common to the plurality of face / finger composite authentication devices, The authentication device temporarily stores the face data captured at the time of the face authentication start operation, checks whether the temporarily stored face data is registered as the device data in the server, and the check result indicates a corresponding device If there is data for the device, face matching is performed using the device data. If there is no corresponding device data, face matching is performed using the common data. If the threshold obtained by face matching is equal to or greater than a predetermined authentication threshold , Verification OK If the threshold value obtained by face matching is equal to or smaller than a certain threshold value smaller than the authentication threshold value, matching NG processing is performed, and the threshold value obtained by face matching is larger than the certain threshold value and smaller than the authentication threshold value. If there is, the captured finger data is collated with the finger data registered as the common data in the server, and if the result of the collation is that the person is authenticated, the temporarily stored face data is stored in the server as device data. And a verification OK process.

この発明によれば、認証精度が低下する環境に認証装置が置かれている場合においても、設置環境に応じたデータを白動的に登録することができ、装置の設置環境などの違いによって顔の認証精度が低下することを認証作業を行うことだけで自動的に防ぐことが可能であり、登録の際の手間を軽減し、環境に適したデータで認証を行うことができる。   According to the present invention, even when the authentication device is placed in an environment where the authentication accuracy is lowered, data according to the installation environment can be registered dynamically, and the face depends on the difference in the installation environment of the device. It is possible to automatically prevent a decrease in authentication accuracy simply by performing authentication work, reducing the trouble of registration, and performing authentication with data suitable for the environment.

実施の形態1.
図1は、この発明に適用される顔指複合認証装置の概要を示す構成図である。図1に示す顔指複合認証装置は、顔データを取り込むためのカメラ100と、指データを取り込むための指置き部101と、認証操作をガイダンスするための操作ガイダンス部102を有すると共に、図示しないCPU、処理プログラム及び固定データ等を記憶するROM及び処理データ及び入力データ等を一時記憶するRAMを内蔵し、顔認証を行う際には、操作ガイダンス部102にて操作後、またはユーザの顔画像をカメラ100から自動で読み取り、登録されている顔データと照合を行い、操作ガイダンス部102に認証結果を表示する。また、指で認証を行う際には、指置き部101に指置き指示が表示され、ユーザが指置き部101に指を置くと、指データを取り込み、登録してある指データを照合して本人識別を行っている。
Embodiment 1 FIG.
FIG. 1 is a block diagram showing an outline of a face / finger combined authentication apparatus applied to the present invention. 1 includes a camera 100 for capturing face data, a finger placement unit 101 for capturing finger data, and an operation guidance unit 102 for guiding authentication operation, and is not illustrated. Built-in CPU, ROM for storing processing programs and fixed data, and RAM for temporarily storing processing data, input data, etc. When performing face authentication, after operation by the operation guidance unit 102 or user face image Is automatically read from the camera 100, collated with the registered face data, and the authentication result is displayed on the operation guidance unit 102. When performing authentication with a finger, a finger placement instruction is displayed on the finger placement unit 101. When the user places a finger on the finger placement unit 101, the finger data is captured and the registered finger data is collated. Identity identification is performed.

図2は、この発明の実施の形態1に係る顔指複合認証システムの構成を示すブロック図である。図2に示すように、実施の形態1に係る顔指複合認証システムは、図1に示す構成を備える複数の顔指複合認証装置202と、複数の顔指複合認証装置202と接続されていて、各顔指複合認証装置202別の顔の装置用データと、複数の顔指複合認証装置202に共通な顔と指の共通データとを事前に登録してなるサーバ200とを備え、顔指複合認証装置202は、顔認証開始操作時に取り込んだ顔データを一時保存し、一時保存された顔データが、サーバ200に装置用データとして登録されているか否かをチェックし、チェック結果、対応する装置用データがある場合は当該装置用データで顔照合を行い、対応する装置用データがない場合は前記共通データで顔照合を行い、顔照合で得られた閾値が所定の認証閾値以上であれば、照合OK処理を行い、顔照合で得られた閾値が認証閾値より小さい一定閾値以下であれば、照合NG処理を行い、顔照合で得られた閾値が一定閾値より大きく認証閾値より小さい範囲であれば、取り込んだ指データをサーバ200に共通データとして登録されている指データと照合し、照合結果、本人と認証された場合は、一時保存された顔データをサーバ200に装置用データとして登録すると共に、照合OK処理を行うになされている。   FIG. 2 is a block diagram showing the configuration of the complex finger authentication system according to Embodiment 1 of the present invention. As shown in FIG. 2, the face / finger composite authentication system according to Embodiment 1 is connected to a plurality of face / finger composite authentication apparatuses 202 having the configuration shown in FIG. Each of the face / finger composite authentication apparatuses 202, and a server 200 in which face and finger common data common to the plurality of face / finger composite authentication apparatuses 202 are registered in advance. The composite authentication device 202 temporarily stores the face data captured at the time of the face authentication start operation, checks whether or not the temporarily stored face data is registered as device data in the server 200, and the check result corresponds. If there is device data, face matching is performed using the device data. If there is no corresponding device data, face matching is performed using the common data, and the threshold obtained by face matching is greater than or equal to a predetermined authentication threshold. If you If the threshold value obtained by performing face matching and the threshold obtained by face matching is less than or equal to a certain threshold value smaller than the authentication threshold value, performing the matching NG process and if the threshold value obtained by face matching is greater than the certain threshold value and smaller than the authentication threshold value The captured finger data is collated with the finger data registered as common data in the server 200, and when the result of the collation is that the person is authenticated, the temporarily stored face data is registered in the server 200 as device data. The verification OK process is performed.

すなわち、サーバ200には複数の顔指複合認証装置202に共通な顔と指の共通データとを事前に登録してある。ユーザは、顔指複合認証装置202にて認証を行い、一定閾値以上の値が得られたが、認証閾値以上の値は得られなかった時に、顔指複合認証装置202は、操作ガイダンス部102に指置き指示を表示する。そして、ユーザが指置き部101に指を置くと指データを取り込み、登録してある指データと照合して本人と認証された場合に、顔指複合認証装置202からサーバ200に顔登録指示が通知される。さらに、サーバ200は、登録指示のあった顔指複合認証装置202の装置用データを登録または更新する。次回にユーザが認証操作を行う際には、登録された装置用データを使用して行う。   In other words, the face 200 and common finger data common to the plurality of face-to-face composite authentication devices 202 are registered in the server 200 in advance. The user performs authentication with the face / finger composite authentication apparatus 202, and when a value equal to or greater than a certain threshold is obtained, but when a value equal to or greater than the authentication threshold is not obtained, the face / finger complex authentication apparatus 202 displays the operation guidance unit 102. The finger placement instruction is displayed. When the user places his / her finger on the finger placement unit 101, the finger data is captured, and when the user is authenticated by collating with the registered finger data, the face / finger authentication device 202 issues a face registration instruction to the server 200. Be notified. Furthermore, the server 200 registers or updates the device data of the face / finger composite authentication device 202 that has been instructed to register. The next time the user performs an authentication operation, the registered device data is used.

次に、顔指複合認証装置202の制御内容を、図示しないROM内に格納されてCPUの制御に基づいて動作する図3に示すフローチャートに従って説明する。まず、顔認証開始操作が行われ、ユーザが顔認証を行うと(ステップS1)、カメラ100から顔画像を読み取る(ステップS2:顔検出)。このとき、顔画像は図示しないRAMに一時保存される(ステップS3)。そして、一時保存された顔データがサーバ200に認証を行う装置用データとしてが登録されているかを判断する(ステップS4)。装置用データとして登録されている場合は、装置データで顔照合を行い(ステップS5)、装置用データが登録されてない場合は、事前に登録してある各装置に共通な共通データで顔照合を行う(ステップS6)。   Next, the control contents of the face / finger composite authentication apparatus 202 will be described according to the flowchart shown in FIG. 3 which is stored in a ROM (not shown) and operates based on the control of the CPU. First, when a face authentication start operation is performed and the user performs face authentication (step S1), a face image is read from the camera 100 (step S2: face detection). At this time, the face image is temporarily stored in a RAM (not shown) (step S3). Then, it is determined whether the temporarily stored face data is registered in the server 200 as device data for authentication (step S4). If registered as device data, face matching is performed using device data (step S5). If device data is not registered, face matching is performed using common data common to all previously registered devices. (Step S6).

次に、顔照合で得られた閾値を調べ(ステップS7)、認証閾値以上の値が得られた場合は、照合OK処理を行い、認証作業を終了する(ステップS13)。他方、閾値として認証閾値より小さい一定値以下の値しか得られない場合は、照合NG処理を行い、認証作業を終了する(ステップS14)。また、閾値が一定閾値より大きく認証閾値より小さい範囲であれば、操作ガイダンス部102に指置き指示を表示する(ステップS8)。その後、指置き部101に指を置くと指データを取り込み、サーバ200に登録してある指データと照合して(ステップS10)、本人と認証された場合は(ステップS11)、サーバ200に一時保存された顔データと顔の装置用データとして登録すると共に(ステップS12)、照合OK処理を行い(ステップS13)、認証作業を終了する。指データと照合して本人と認証されなかった場合は(ステップS11)、NG処理(ステップS14)を行い、認証作業を終了する。   Next, the threshold value obtained by face matching is checked (step S7). If a value equal to or greater than the authentication threshold value is obtained, matching OK processing is performed and the authentication operation is terminated (step S13). On the other hand, if only a value equal to or less than a certain value smaller than the authentication threshold can be obtained as a threshold, the verification NG process is performed and the authentication operation is terminated (step S14). If the threshold is in a range larger than a certain threshold and smaller than the authentication threshold, a finger placement instruction is displayed on the operation guidance unit 102 (step S8). Thereafter, when the finger is placed on the finger placement unit 101, the finger data is taken in, collated with the finger data registered in the server 200 (step S10), and if authenticated, the user is temporarily stored in the server 200 (step S11). The stored face data and face device data are registered (step S12), a verification OK process is performed (step S13), and the authentication operation is terminated. If the user is not authenticated by comparing with the finger data (step S11), an NG process (step S14) is performed, and the authentication operation is terminated.

従って、上記実施の形態1によれば、認証精度が低下する環境に顔指複合認証装置が置かれている場合においても、設置環境に応じたデータを白動的に登録することができ、登録の際の手間を軽減し、環境に適したデータで認証を行うことができる。また、閾値が認証閾値に達していない場合のみ装置別に顔の装置用データを登録できるので、すべての装置に対して専用のデータを持つ必要がない。また、環境の変化等による閾値の低下においても装置用データを自動で更新することができ、指認証をすることで他人の顔が登録されることを防ぐことができる。さらに、認証閾値と一定閾値とを各顔指複合認証装置別に設定することで、各顔指複合認証装置に応じた認証精度を得ることができる。   Therefore, according to the first embodiment, even when the face / finger authentication device is placed in an environment where the authentication accuracy is lowered, data corresponding to the installation environment can be dynamically registered and registered. It is possible to reduce the time and effort of authentication and to perform authentication with data suitable for the environment. Further, since face device data can be registered for each device only when the threshold value does not reach the authentication threshold value, it is not necessary to have dedicated data for all devices. In addition, the apparatus data can be automatically updated even when the threshold value is lowered due to an environmental change or the like, and the face of another person can be prevented from being registered by performing finger authentication. Furthermore, by setting the authentication threshold value and the constant threshold value for each face / finger composite authentication apparatus, it is possible to obtain authentication accuracy corresponding to each face / finger composite authentication apparatus.

この発明の実施の形態1に係る顔指複合認証装置の概略的な構成を示す図である。It is a figure which shows schematic structure of the face finger composite authentication apparatus which concerns on Embodiment 1 of this invention. この発明の実施の形態1に係る顔指複合認証装置のシステム構成図である。1 is a system configuration diagram of a face / finger composite authentication apparatus according to Embodiment 1 of the present invention; FIG. この発明の実施の形態1に係る顔指複合認証装置の制御内容を説明するフローチャートである。It is a flowchart explaining the control content of the face-to-face composite authentication device according to Embodiment 1 of the present invention.

符号の説明Explanation of symbols

100 カメラ、101 指置き部、102 操作ガイダンス部、200 サーバ、202 顔指複合認証装置。   100 camera, 101 finger placement unit, 102 operation guidance unit, 200 server, 202 face finger combined authentication device.

Claims (2)

顔データと指データを取り込み、登録データと照合して認証を行う複数の顔指複合認証装置と、
前記複数の顔指複合認証装置と接続されていて、各顔指複合認証装置別の顔の装置用データと、前記複数の顔指複合認証装置に共通な顔と指の共通データとを事前に登録してなるサーバと
を備え、
前記顔指複合認証装置は、顔認証開始操作時に取り込んだ顔データを一時保存し、一時保存された顔データが、前記サーバに前記装置用データとして登録されているか否かをチェックし、チェック結果、対応する装置用データがある場合は当該装置用データで顔照合を行い、対応する装置用データがない場合は前記共通データで顔照合を行い、
顔照合で得られた閾値が所定の認証閾値以上であれば、照合OK処理を行い、顔照合で得られた閾値が前記認証閾値より小さい一定閾値以下であれば、照合NG処理を行い、顔照合で得られた閾値が前記一定閾値より大きく前記認証閾値より小さい範囲であれば、取り込んだ指データを前記サーバに前記共通データとして登録されている指データと照合し、照合結果、本人と認証された場合は、前記一時保存された顔データを前記サーバに装置用データとして登録すると共に、照合OK処理を行う
ことを特徴とする顔指複合認証システム。
A plurality of face / finger combined authentication devices that perform authentication by capturing face data and finger data and verifying with registered data;
Connected to the plurality of face-to-face composite authentication devices, the face device data for each face-to-face composite authentication device and the face and finger common data common to the plurality of face-to-face composite authentication devices in advance With a registered server,
The face finger combined authentication device temporarily stores the face data captured at the time of face authentication start operation, checks whether the temporarily stored face data is registered as the device data in the server, and the check result If there is corresponding device data, perform face matching with the device data, and if there is no corresponding device data, perform face matching with the common data,
If the threshold value obtained by face matching is equal to or greater than a predetermined authentication threshold value, a matching OK process is performed. If the threshold value obtained by face matching is equal to or smaller than a predetermined threshold value smaller than the authentication threshold value, a matching NG process is performed. If the threshold obtained by the collation is greater than the predetermined threshold and smaller than the authentication threshold, the captured finger data is collated with the finger data registered as the common data in the server, and the collation result and the person are authenticated. If it is, the face-finger authentication system is characterized in that the temporarily stored face data is registered in the server as device data and a verification OK process is performed.
請求項1に記載の顔指複合認証システムにおいて、
前記認証閾値と前記一定閾値は、各顔指複合認証装置別に設定される
ことを特徴とする顔指複合認証システム。
In the face finger compound authentication system according to claim 1,
The authentication threshold and the predetermined threshold are set for each face / finger composite authentication device.
JP2007160241A 2007-06-18 2007-06-18 Facial finger combined authentication system Expired - Fee Related JP5013984B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2007160241A JP5013984B2 (en) 2007-06-18 2007-06-18 Facial finger combined authentication system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2007160241A JP5013984B2 (en) 2007-06-18 2007-06-18 Facial finger combined authentication system

Publications (2)

Publication Number Publication Date
JP2008310743A JP2008310743A (en) 2008-12-25
JP5013984B2 true JP5013984B2 (en) 2012-08-29

Family

ID=40238261

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2007160241A Expired - Fee Related JP5013984B2 (en) 2007-06-18 2007-06-18 Facial finger combined authentication system

Country Status (1)

Country Link
JP (1) JP5013984B2 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10289821B2 (en) 2015-10-21 2019-05-14 Samsung Electronics Co., Ltd. Biometric authentication method and apparatus

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5218991B2 (en) 2009-12-08 2013-06-26 株式会社日立製作所 Biometric authentication system and biometric authentication method using multiple types of templates
JP6979135B2 (en) * 2019-07-31 2021-12-08 真旭 徳山 Terminal devices, information processing methods, and programs

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001014462A (en) * 1999-07-02 2001-01-19 Mitsubishi Electric Corp Fingerprint collating system
JP2006085268A (en) * 2004-09-14 2006-03-30 Fuji Photo Film Co Ltd Biometrics system and biometrics method
JP4696605B2 (en) * 2005-03-11 2011-06-08 富士通株式会社 Biometric authentication program, apparatus and method

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10289821B2 (en) 2015-10-21 2019-05-14 Samsung Electronics Co., Ltd. Biometric authentication method and apparatus

Also Published As

Publication number Publication date
JP2008310743A (en) 2008-12-25

Similar Documents

Publication Publication Date Title
CN107005682B (en) Monitoring system, monitoring method, and computer-readable non-transitory storage medium
US20090254464A1 (en) Time and attendance system and method
JP2012088944A5 (en)
US11074330B2 (en) Biometric recognition method
CN102004923A (en) Method and apparatus for detecting behavior in a monitoring system
US10558846B2 (en) Face collation device, face collation system comprising same, and face collation method
JP2008120549A (en) Elevator call registration device
JP2005115480A (en) Authentication system and computer readable storage medium
JP5013984B2 (en) Facial finger combined authentication system
US20190281187A1 (en) Login support system that supports login to electronic apparatus, and information processing apparatus
JP4943127B2 (en) Personal authentication device and personal authentication system
JP2008165353A (en) Monitoring system
CN110956149A (en) Pet identity verification method, device and equipment and computer readable storage medium
WO2022149643A1 (en) Method, device, and computer-readable recording medium for concluding and managing labor contract using kiosk
JP2010176304A (en) Personal authentication apparatus
JP6544578B2 (en) Entry and exit management system
JP2018173923A (en) Terminal device, gate control method, gate control program and gate control system
JP6960738B2 (en) Face recognition system, face recognition method and face recognition program
US20060085650A1 (en) Organism information authenticating apparatus, organism information registering apparatus, and organism information collating apparatus
EP2624207A1 (en) Device and method for internally and externally assessing whitelists
US20110096007A1 (en) Operation processing system, operation processing method and operation processing program
US11087440B2 (en) Collation device and collation method
US20220309829A1 (en) Face authentication apparatus, face authentication method, and computer-readable recording medium
WO2020115791A1 (en) Equipment control device, equipment control method, and learning method
JP2016110467A (en) Collation system, collation method, face-to-face collation system, and walk-through collation system

Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20091204

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20111226

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20120117

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20120508

A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20120605

FPAY Renewal fee payment (event date is renewal date of database)

Free format text: PAYMENT UNTIL: 20150615

Year of fee payment: 3

R150 Certificate of patent or registration of utility model

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

LAPS Cancellation because of no payment of annual fees