JP2008067727A - Personal authentication device - Google Patents

Personal authentication device Download PDF

Info

Publication number
JP2008067727A
JP2008067727A JP2006246210A JP2006246210A JP2008067727A JP 2008067727 A JP2008067727 A JP 2008067727A JP 2006246210 A JP2006246210 A JP 2006246210A JP 2006246210 A JP2006246210 A JP 2006246210A JP 2008067727 A JP2008067727 A JP 2008067727A
Authority
JP
Japan
Prior art keywords
finger
vein
image
finger vein
different
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.)
Pending
Application number
JP2006246210A
Other languages
Japanese (ja)
Inventor
Takashi Nakao
隆司 中尾
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.)
Hitachi Information and Control Systems Inc
Hitachi Information and Control Solutions Ltd
Original Assignee
Hitachi Information and Control Systems Inc
Hitachi Information and Control Solutions Ltd
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 Hitachi Information and Control Systems Inc, Hitachi Information and Control Solutions Ltd filed Critical Hitachi Information and Control Systems Inc
Priority to JP2006246210A priority Critical patent/JP2008067727A/en
Publication of JP2008067727A publication Critical patent/JP2008067727A/en
Pending legal-status Critical Current

Links

Images

Landscapes

  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Collating Specific Patterns (AREA)
  • Image Input (AREA)

Abstract

<P>PROBLEM TO BE SOLVED: To provide a personal authentication device capable of preventing unjust authentication by a forged finger or the like since authentication has to be inhibited for the unjust attempt of utilizing the forged finger or sticking a vein pattern to a living body finger or the like by a malicious user. <P>SOLUTION: The finger vein images of different wavelengths imaged in a finger vein image input device 1 are inputted to a different wavelength finger vein image input means 3. A different wavelength finger vein image difference detection means 4 detects the difference of the finger vein images of the different wavelengths inputted to the different wavelength finger vein image input means 3. A finger vein image determination means 5 determines whether or not the finger vein image is the finger vein image of a living body by comparing the difference detected in the different wavelength finger vein image difference detection means 4 and finger vein image determination data 6. A personal authentication means 7 is executed when it is determined that the finger vein image is the finger vein image of the living body in the finger vein image determination means 5. <P>COPYRIGHT: (C)2008,JPO&INPIT

Description

本発明は生体情報を用いて個人認証対象者が予め登録された個人と一致するか否かを判別する個人認証装置に関する。   The present invention relates to a personal authentication device that uses biometric information to determine whether a person subject to personal authentication matches a previously registered individual.

近年、財産や情報の安全な管理を目的として個人認証技術への期待が高まっている。特に、人体の一部を鍵として利用する生体認証技術は従来の暗証番号や鍵による管理に比べ遺失や盗難等による不正行使の恐れが少ないことから注目を集めている。生体認証技術としては指紋、顔、虹彩、手や指の血管パターンなどを用いた様々な手法があるが、指の血管パターンを用いた認証方法は、指紋のように犯罪を連想させたり、虹彩のように直接眼球に光を照射したりすることがないので心理的抵抗感が少なく、生体の表面ではなく内部の特徴を読み取るため偽造が困難という利点がある。   In recent years, expectations for personal authentication technology are increasing for the purpose of safe management of property and information. In particular, biometric authentication technology that uses a part of the human body as a key has attracted attention because it is less likely to be illegally exercised due to loss or theft compared to conventional management using a password or key. There are various biometric authentication techniques using fingerprints, faces, irises, hand and finger blood vessel patterns, etc., but authentication methods using finger blood vessel patterns are reminiscent of crimes like fingerprints or irises. As described above, since the eyeball is not directly irradiated with light, there is less psychological resistance, and there is an advantage that forgery is difficult because the internal features are read instead of the surface of the living body.

指静脈認証装置としては例えば特許文献1に記載されている。指静脈特徴の照合方法については例えば特許文献2に記載されている。また、照射光の波長によって血液中のヘモグロビンでのスペクトル吸収量が異なることが特許文献3に記載されている。   A finger vein authentication device is described in Patent Document 1, for example. A method for collating finger vein features is described in Patent Document 2, for example. Patent Document 3 describes that the amount of spectral absorption of hemoglobin in blood varies depending on the wavelength of irradiation light.

特許文献4には、1本の画像線あるいは少数の画像線を取得するとともに、指とセンサとの間の相対的移動中に得られる部分の画像間の相関により指紋画像全体を復元する手段を有する走査指紋画像センサを、1つの支持体上に有する個人認証装置であって、その指紋が前記画像センサにより記録される指の皮膚についてのスペクトル送信情報用センサをさらに有し、前記画像センサと前記スペクトル情報センサとを交互に機能させるように設計して当該指が生体のものかどうかを検出するようにした指紋画像による個人認証装置が記載されている。   Patent Document 4 discloses a means for acquiring one image line or a small number of image lines and restoring the entire fingerprint image by correlation between images of a portion obtained during relative movement between the finger and the sensor. A personal authentication device having a scanning fingerprint image sensor on a single support, further comprising a spectrum transmission information sensor for finger skin on which the fingerprint is recorded by the image sensor; and There is described a personal authentication device using a fingerprint image that is designed to function alternately with the spectrum information sensor so as to detect whether or not the finger is a living body.

特開2004−49705公報JP 2004-49705 A 特許第3558025号公報Japanese Patent No. 3558025 特許第2640412号公報Japanese Patent No. 2640412 特表2006−518068号公報JP-T 2006-51068 Gazette

指静脈認証装置は指の上方あるいは側方から近赤外光を照射して指の下方にあるカメラで指静脈画像を取得する構造となっている。このような構造を利用して、悪意のある利用者が偽造指を使用したり、生体指に静脈パターンを貼り付けるなどにより不当に認証を試みるという可能性があり、このような不当な試みに対して認証が行われないようにしなければならないという課題がある。   The finger vein authentication device has a structure in which near-infrared light is irradiated from above or from the side of a finger and a finger vein image is acquired by a camera below the finger. Using such a structure, there is a possibility that a malicious user may attempt to authenticate illegally by using a fake finger or pasting a vein pattern on a biometric finger. However, there is a problem that it is necessary to prevent authentication.

本発明の目的は悪意のある利用者が偽造指などによる不当な認証を防ぐことができる個人認証装置を提供することにある。   An object of the present invention is to provide a personal authentication device that can prevent a malicious user from improperly authenticating with a forged finger or the like.

本発明の特徴とするところは、指静脈画像入力装置から波長の異なる照射光を用いて、異なる照射光の指静脈画像を入力し、異なる照射光の指静脈画像の差異を検出し、該差異が予め登録された閾値との判定を行うことにより生体の指静脈画像か否かを判定し、生体の指静脈画像であると判定された場合のみ個人認証を行うようにしたことにある。   The feature of the present invention is that a finger vein image of different irradiation light is input from the finger vein image input device using irradiation light having different wavelengths, a difference between the finger vein images of different irradiation light is detected, and the difference is detected. Is determined to be a threshold value registered in advance to determine whether or not it is a finger vein image of a living body, and only when it is determined that it is a finger vein image of a living body, personal authentication is performed.

本発明は、個人認証対象者の指静脈情報を入力して指静脈画像を生成し、該指静脈画像から指静脈特徴を抽出し、予め登録された指静脈特徴との比較照合を行うことにより、個人認証を行う個人認証装置において、
共通の支持部によって支持され、認証する指の静脈に沿って入り組んでそれぞれ羅列された少なくとも2つの光源体からなり、該光源体はそれぞれ異なった波長の透過光を発生させる光源と、認証対象の指を介在して前記光源の反対側に配置され、異なった波長の透過光を撮像する撮像部と、該撮像部によって撮像された異なった指静脈画像を照合することによって両者の差異を検出して生体指画像であるかを判定する生体指判定手段とを備えることを特徴とする個人認証装置を提供する。
The present invention generates finger vein images by inputting finger vein information of a person subject to personal authentication, extracts finger vein features from the finger vein images, and performs comparison and collation with previously registered finger vein features. In a personal authentication device that performs personal authentication,
It consists of at least two light source bodies supported by a common support part and encircled along the vein of the finger to be authenticated, each light source body generating a transmitted light of a different wavelength, and an authentication target A difference between the two is detected by collating an imaging unit that is arranged on the opposite side of the light source with a finger interposed therebetween and that captures transmitted light of different wavelengths and a different finger vein image captured by the imaging unit. There is provided a personal authentication device comprising biometric finger determination means for determining whether the image is a biometric finger image.

上述の個人認証装置は、前記生体指判定手段は異波長指静脈画像差異検出手段と異波長静脈画像の差異に基づいて生体指画像判定する生体指画像判定手段とからなることを特徴とする。   The above-described personal authentication device is characterized in that the biometric finger determination means includes a different-wave finger vein image difference detection means and a bio-finger image determination means that determines a bio-finger image based on a difference between different-wave vein images.

また、本発明は、個人認証対象者の静脈情報を入力して静脈画像を生成し、該静脈画像から静脈特徴を抽出し、予め登録された静脈特徴との比較照合を行うことにより、個人認証を行う個人認証装置において、
共通の支持部によって支持され、それぞれ羅列された少なくとも2つの光源体からなり、該光源体はそれぞれおおよそ800nm波長より短い波長の近赤外線あるいは/および800nmよりも長い波長の近赤外線の内、異なった少なくとも2つの波長の透過光を発生させる光源と、認証対象の生体部を介在して前記光源の反対側に配置され、異なった波長の透過光を撮像する撮像部と、該撮像部によって撮像された異なった静脈画像によって少なくとも2つの異波長静脈表示画像を生成する異波長静脈表示画像生成手段とを備え、少なくとも2つの異波長静脈表示画像を照合することによって両者の差異を検出して、生体画像であるかを判定する生体指判定手段とを備えることを特徴とする個人認証装置を提供する。
In addition, the present invention generates a vein image by inputting the vein information of the person to be personally authenticated, extracts the vein feature from the vein image, and performs comparison and collation with the vein feature registered in advance. In the personal authentication device that performs
It comprises at least two light source bodies supported by a common support part, and each of the light source bodies has different near-infrared rays having wavelengths shorter than about 800 nm and / or longer than 800 nm. A light source that generates transmitted light of at least two wavelengths, an imaging unit that is disposed on the opposite side of the light source with a living body part to be authenticated interposed therebetween, and an image that is captured by the imaging unit A different-wavelength vein display image generating means for generating at least two different-wavelength vein display images based on different vein images, and detecting a difference between the two by collating at least two different-wavelength vein display images. There is provided a personal authentication device comprising biometric finger determination means for determining whether or not an image.

本発明は、指静脈画像入力装置から異なる波長の照明による指静脈画像を入力し、該異なる波長の指静脈画像の差異を検出し、該差異が予め登録された指静脈画像判定データとの比較を行うことができ、生体の指静脈画像か否かを表示し、あるいは判定し、生体の指静脈画像であると表示あるいは判定された場合に個人認証を行うように構成することができ、この構成によって悪意のある利用者が偽造指などを用いた不当な認証を防ぐことができる。   The present invention inputs a finger vein image by illumination of different wavelengths from a finger vein image input device, detects a difference between the finger vein images of different wavelengths, and compares the difference with pre-registered finger vein image determination data It can be configured to display or determine whether or not it is a finger vein image of a living body, and to perform personal authentication when it is displayed or determined to be a finger vein image of a living body. The configuration can prevent a malicious user from improperly authenticating with a forged finger or the like.

以下、本発明の実施例を図面に基づいて説明する。   Embodiments of the present invention will be described below with reference to the drawings.

図1は、本発明の実施例である個人認証装置をブロック図で示している。
図1において、個人認証装置100は、指静脈画像入力装置1と個人認証処理装置2とからなり、個人認証処理装置2は異波長指静脈画像入力手段3、生体指判定手段10、指静脈画像判定用データ6および個人認証手段7を備えている。指静脈画像入力装置1から入力された指静脈画像を使用して個人認証処理装置2が個人認証処理を行うことはよく知られており、また個人認証処理のために予め個人認証対象者の指静脈を登録処理(メモリ)に登録しておくことはよく知られている。
FIG. 1 is a block diagram showing a personal authentication apparatus according to an embodiment of the present invention.
In FIG. 1, a personal authentication device 100 includes a finger vein image input device 1 and a personal authentication processing device 2, and the personal authentication processing device 2 includes different wavelength finger vein image input means 3, biometric finger determination means 10, finger vein image. Determination data 6 and personal authentication means 7 are provided. It is well known that the personal authentication processing device 2 uses the finger vein image input from the finger vein image input device 1 to perform personal authentication processing. It is well known to register veins in the registration process (memory).

指静脈画像入力装置1は、例えば建物の扉脇に配置され、個人認証対象者である入室者あるいは退室者が入室あるいは退室の許可を得るために認証対象の指を指静脈画像入力装置1に提供する。   The finger vein image input device 1 is arranged, for example, on the side of a door of a building, and a person who is a person for personal authentication enters or leaves the finger vein image input device 1 in order to obtain permission to enter or leave the room. provide.

本実施例は、指静脈画像入力装置1から入力される指静脈画像を使用することを内容とするが、認証生体部分として指に限定されず、指静脈画像を撮像できる部位であれば他の生体部分であっても構わない。以下、指静脈を例に取って説明するが、他の生体部分をも含む場合には「指」の限定せずあるいは「指」について「生体部分」と読み替えるものとする。   The present embodiment is intended to use a finger vein image input from the finger vein image input device 1, but is not limited to a finger as an authentication biometric part, and any other part can be used as long as it can capture a finger vein image. It may be a living body part. Hereinafter, a finger vein will be described as an example. However, when other biological parts are included, “finger” is not limited, or “finger” is read as “biological part”.

指静脈画像入力装置1は、特許文献1に示される個人認証装置の指静脈画像取得部が参照される。指静脈画像入力装置1は、発光する波長が異なる2種類(波長1、波長2)のLEDを具備する。本実施例は、2種類のLEDを羅列する構成を持つが、この構成については後述する。   For the finger vein image input device 1, the finger vein image acquisition unit of the personal authentication device disclosed in Patent Document 1 is referred to. The finger vein image input apparatus 1 includes two types of LEDs (wavelength 1 and wavelength 2) having different emission wavelengths. The present embodiment has a configuration in which two types of LEDs are arranged, and this configuration will be described later.

指静脈画像入力装置1によって波長1を用いた指静脈画像と波長2を用いた指静脈画像と撮像部を備え、得られた撮像情報を処理部で処理することによって取得する。指静脈入力装置1で取得された波長異なる指静脈画像は異波長指静脈画像として個人認証処理装置2の異波長指静脈画像入力手段3に入力される。   The finger vein image input device 1 includes a finger vein image using the wavelength 1, a finger vein image using the wavelength 2, and an imaging unit, and the obtained imaging information is processed by the processing unit. The finger vein images having different wavelengths acquired by the finger vein input device 1 are input to the different wavelength finger vein image input means 3 of the personal authentication processing device 2 as different wavelength finger vein images.

生体指判定手段10は、入力された異波長指静脈画像を使用して以下のようにして入力された指静脈画像が、すなわち入力した個人認証用の指静脈画像が生体である指静脈画像であること、あるいは生体ではない偽の指静脈画像であることを判定を行う。   The biometric finger determination means 10 uses the input different wavelength finger vein image as an input finger vein image as described below, that is, a finger vein image in which the input finger vein image for personal authentication is a living body. It is determined whether or not the image is a false finger vein image that is not a living body.

生体指判定手段10は、異波長指静脈画像差異検出手段4と指静脈画像判定手段5とからなり、指静脈画像判定手段5は指静脈画像判定用データ6を参照できるように構成される。従って、異波長指静脈画像差異検出手段4は、異波長指静脈画像入力手段3に入力された波長の異なる指静脈画像を用いて指静脈画像の差異を検出する。   The biometric finger determination unit 10 includes a different wavelength finger vein image difference detection unit 4 and a finger vein image determination unit 5. The finger vein image determination unit 5 is configured to be able to refer to the finger vein image determination data 6. Therefore, the different wavelength finger vein image difference detection unit 4 detects the difference between the finger vein images using the finger vein images having different wavelengths input to the different wavelength finger vein image input unit 3.

指静脈画像判定手段5は、異波長指静脈画像差異検出手段4で検出した差異と指静脈画像判定データ6とを比較することによって異波長指静脈差異画像が生体の指静脈画像か否かを判定する。異波長指静脈差異画像が生体の指静脈画像で判定されると、個人認証手段7によって通常の手法に従って個人認証処理が行われる。すなわち、個人認証手段7は、取得された指静脈画像と予め登録されている指静脈画像とを照合比較することによって個人認証処理を行う。この場合に、個人認証処理に使用される指静脈画像は、異波長指静脈画像入力手段3に入力された判定用の指静脈画像の一部を使用してもよいし、改めて個人認証用に使用した指静脈画像を使用してもよい。   The finger vein image determination unit 5 compares the difference detected by the different wavelength finger vein image difference detection unit 4 with the finger vein image determination data 6 to determine whether the different wavelength finger vein difference image is a finger vein image of a living body. judge. When the different wavelength finger vein difference image is determined from the finger vein image of the living body, the personal authentication process is performed by the personal authentication unit 7 according to a normal method. That is, the personal authentication means 7 performs personal authentication processing by comparing and comparing the acquired finger vein image with a finger vein image registered in advance. In this case, as the finger vein image used for the personal authentication process, a part of the finger vein image for determination input to the different wavelength finger vein image input means 3 may be used. The used finger vein image may be used.

図2は、個人認証装置100の異波長指静脈画像取得部110の断面を示し、図3は図2について指方向から見たLEDの配置状況を示す図である。   FIG. 2 is a cross-sectional view of the different wavelength finger vein image acquisition unit 110 of the personal authentication device 100, and FIG. 3 is a diagram illustrating an LED arrangement state as viewed from the finger direction in FIG.

図2および図3において、異波長指静脈画像取得部90は、本体11と、本体11の中央部に設けた指20を置く指配置部12と指20の両側すなわち指配置部12の両側に設けたLED設置部13と撮像部14とからなる。この図ではLED設置部13は上側に、そして撮像部14は下側に配置されているが、この配置には限定されない。双方を逆配置としても上下ではなく横方向配置としてもよい。いずれにしても指20を介在して両者は対向配置され、撮像部14は透過光を撮像して指静脈画像を生成する。従って、撮像部14は指静脈画像生成手段を内蔵する。   2 and 3, the different wavelength finger vein image acquisition unit 90 includes a main body 11, a finger placement unit 12 for placing a finger 20 provided at the center of the main body 11, and both sides of the finger 20, that is, both sides of the finger placement unit 12. The LED installation unit 13 and the imaging unit 14 are provided. In this figure, the LED installation unit 13 is arranged on the upper side and the imaging unit 14 is arranged on the lower side, but the arrangement is not limited to this. Both may be arranged in the horizontal direction instead of up and down even if they are arranged in reverse. In any case, the two are placed opposite to each other with the finger 20 interposed therebetween, and the imaging unit 14 captures transmitted light and generates a finger vein image. Therefore, the imaging unit 14 includes a finger vein image generation unit.

LED設置部13は、支持部15を有し、共通の支持部15に支持され、認証する指20の静脈に沿って入り組んでそれぞれ羅列された少なくとも2つのLEDからなる光源体16,17が設けられる。光源体16,17はそれぞれ異なった波長(波長1,波長2)の透過光(照射光)を発生させる光源となる。   The LED installation unit 13 includes a support unit 15, and is provided with light source bodies 16 and 17 each including at least two LEDs that are supported by the common support unit 15 and arranged in a line along the vein of the finger 20 to be authenticated. It is done. The light source bodies 16 and 17 serve as light sources that generate transmitted light (irradiation light) having different wavelengths (wavelength 1 and wavelength 2).

図3は、2つの光源16,17の羅列状況を示す。図3(1)に示す例にあっては、2つの光源体16,17は格子状に規則正しく2列として1個置きに交互に配置してあるが、ランダムであっても2列以上であってもよく、認証する指20の静脈に沿って入り組んでそれぞれ羅列すれば、1列であっても波長1および波長2について判定用の指静脈画像を精確に生成することができる。変形例を図3(2)および図3(3)に示す。図3(2)に示す例は、2列であるが一方が波長1の列とし、他方を波長2の列として羅列している。図3(3)に示す例は、1列の羅列として波長1のものと波長2のものとを入り組ませている。   FIG. 3 shows an enumeration state of the two light sources 16 and 17. In the example shown in FIG. 3 (1), the two light source bodies 16 and 17 are regularly arranged in every other row as two rows in a lattice pattern. Alternatively, if they are arranged along the veins of the finger 20 to be authenticated, they can be accurately generated for the wavelength 1 and the wavelength 2 even if there is only one row. Modifications are shown in FIGS. 3 (2) and 3 (3). In the example shown in FIG. 3 (2), there are two rows, one being a wavelength 1 row and the other being a wavelength 2 row. In the example shown in FIG. 3 (3), the wavelength 1 and the wavelength 2 are intricately arranged as one row.

図4は、生体指判定に用いる好ましい波長1および波長2の例を示す。図4に概略示すように、近赤外線における波長で、特に酸素ヘモグロビン(酸化型ヘモグロビン)とヘモグロビン(脱酸素型ヘモグロビン)間の吸収スペクトルの等吸収点は、おおよそ800nmであることが知られている。本実施例にあっては波長1として800nmより短波長の近赤外線を使用し、波長2として800nmより長波長の近赤外線を使用して血液の存在を検出する。おおよそ800nmの波長付近を避けて異なる少なくとも2つの波長(近赤外線)を選択することによってよりよく血液の存在を検出することができる。   FIG. 4 shows an example of preferable wavelength 1 and wavelength 2 used for biological finger determination. As schematically shown in FIG. 4, it is known that the isosbestic point of the absorption spectrum between oxygen hemoglobin (oxidized hemoglobin) and hemoglobin (deoxygenated hemoglobin) at a wavelength in the near infrared is approximately 800 nm. . In the present embodiment, near infrared light having a wavelength shorter than 800 nm is used as wavelength 1, and the presence of blood is detected using near infrared light having a wavelength longer than 800 nm as wavelength 2. The presence of blood can be better detected by selecting at least two different wavelengths (near infrared) avoiding around the wavelength of approximately 800 nm.

すなわち光源体16,17はそれぞれおおよそ800nm波長をはずして800nm波長よりも近い波長の近赤外線あるいは/および800nmよりも長い波長の近赤外線の内、異なった少なくとも2つの波長を選択して透過光を発光するものとする。この場合に、一方を800nmよりも近い例の波長を、他方を800nmよりも長い例の波長を選択する方が図5に示す異波長指静脈差異画像を生成する上で望ましい。   That is, each of the light source bodies 16 and 17 removes a wavelength of approximately 800 nm and selects at least two different wavelengths from the near infrared having a wavelength closer to the wavelength of 800 nm and / or the near infrared having a wavelength longer than 800 nm to transmit the transmitted light. It shall emit light. In this case, it is preferable to select one of the wavelengths closer to 800 nm and the other longer than 800 nm to generate the different wavelength finger vein difference image shown in FIG.

図5は、生体判定を画像を使用して行う方法について示す。波長の異なる透過光による異波長指静脈画像は図5(A)および図5(B)のように示される。これらの図は、ヘモグロビンの光の吸収度合いが異なることによって静脈部分31A,31Bの輝度が異なる濃淡画像となる。   FIG. 5 shows a method for performing biometric determination using an image. Different wavelength finger vein images by transmitted light having different wavelengths are shown in FIGS. 5 (A) and 5 (B). These figures become grayscale images in which the luminance of the vein portions 31A and 31B varies depending on the degree of light absorption of hemoglobin.

図5(A)および図5(B)の差異を示す異波長指静脈差異画像が照合によって図5(C)のように検出される。生体の指静脈でない場合には、図5(A)および図5(B)に示す静脈部分の輝度はほぼ同一となって図5(C)に示すような明確な差分を示す異波長指静脈差異画像とはならない。   A different wavelength finger vein difference image showing the difference between FIG. 5 (A) and FIG. 5 (B) is detected as shown in FIG. 5 (C). When the finger vein is not a biological finger vein, the luminance of the vein portion shown in FIGS. 5A and 5B is almost the same, and the different wavelength finger vein showing a clear difference as shown in FIG. 5C. It is not a difference image.

図5(C)によって表示される異波長指静脈差異画像を2値化して2値化静脈画像31Cを生成する。この2値化静脈画像と指静脈画像判定用データ6である2値化静脈参照画像5Dとをマスク処理してマスク結果を示す図5(D)に示すマスク結果画像31Eとする。このマスク結果画像が生体判別を示す生体判別となる。すなわち、マスク結果画像15濃淡画像であり、各画素の輝度値0(黒)〜255(白)の値を持ち、生体の場合の画像と生体でない場合の画像とでは明確な違いとして表示される。   The binarized vein image 31C is generated by binarizing the different wavelength finger vein difference image displayed in FIG. 5C. This binarized vein image and the binarized vein reference image 5D which is the finger vein image determination data 6 are masked to obtain a mask result image 31E shown in FIG. This mask result image becomes the biometric discrimination indicating the biometric discrimination. That is, the mask result image 15 is a grayscale image having luminance values of 0 (black) to 255 (white) of each pixel, and is displayed as a clear difference between an image in the case of a living body and an image in the case of a non-living body. .

指静脈画像判定用データ6は一方の波長によっても生成される。例えば、波長1の指静脈画像を2値化して2値化静脈画像を生成し、2値化静脈参照画像5Dとしてもよい。これらの画像31A、31B、31C、31D、31Eはそれぞれ画像表示装置の画面に各画像と表示される。31Aおよび31Bで示す2つの異波長静脈表示画像を生成する手段が異波長静脈表示画像生成手段であり、31Cで示す異波長指静脈差異画像を生成する手段が異波長指静脈差異画像生成手段であり、31Dで示す。   The finger vein image determination data 6 is also generated with one wavelength. For example, the finger vein image of wavelength 1 may be binarized to generate a binarized vein image and may be used as the binarized vein reference image 5D. These images 31A, 31B, 31C, 31D, and 31E are displayed as images on the screen of the image display device. The means for generating two different wavelength vein display images indicated by 31A and 31B is the different wavelength vein display image generating means, and the means for generating the different wavelength finger vein difference images indicated by 31C is the different wavelength finger vein difference image generating means. Yes, indicated by 31D.

静脈参照画像を生成する手段が静脈参照画像生成手段であり、そして31Eに示すマスク結果画像を生成する手段が判別画像生成手段である。   The means for generating the vein reference image is the vein reference image generating means, and the means for generating the mask result image shown in 31E is the discrimination image generating means.

以上のように、本実施例の個人認証装置100は、共通の支持部15によって支持され、認証する指20に沿って入り組んでそれぞれ羅列された少なくとも2つの光源体16,17からなり、光源体16,17はそれぞれ異なった波長の波長1と波長2の透過光を発生させる光源となり、撮像部14によって撮像された異なった指静脈画像を照合することによって両者の差異(差分)を検出して生体指画像であるかを判定する生体指判定手段10を備えることになる。   As described above, the personal authentication device 100 according to the present embodiment includes at least two light source bodies 16 and 17 that are supported by the common support unit 15 and arranged in a line along the finger 20 to be authenticated. Reference numerals 16 and 17 denote light sources that generate transmitted light having different wavelengths 1 and 2, respectively. By comparing different finger vein images imaged by the imaging unit 14, the difference (difference) between the two is detected. Biometric finger determination means 10 for determining whether the image is a biometric finger image is provided.

上述の場合は、認証対象の指を介在して撮像部14の反対側に配置される2つの光源体16,17の配置に1つの特徴を有するが、光減体16,17に使用する異なる波長に着目した場合には、個人認証装置100は、共通の支持部15によって支持され、それぞれ羅列された少なくとも2つの光源体16,17からなり、光源体16,17はそれぞれおおよそ800nm波長より近い波長の近赤外線とおおよそ800nm波長より長い波長の近赤外線の透過光を発生させる光源と、認証対象の指20を介在して光源の反対側に配置され、異なった波長の透過光を撮像する撮像部14と、撮像部14によって撮像された異なった指静脈画像によって少なくとも2つの異波長指静脈表示画像を生成する異波長指静脈表示画像生成手段とを備えることを特徴とすることになる。   In the above-described case, the arrangement of the two light source bodies 16 and 17 arranged on the opposite side of the imaging unit 14 with the finger to be authenticated has one characteristic, but the light sources 16 and 17 are different in use. When paying attention to the wavelength, the personal authentication device 100 is composed of at least two light source bodies 16 and 17 that are supported by a common support portion 15 and arranged in a row, and the light source bodies 16 and 17 are each closer to a wavelength of approximately 800 nm. A light source that generates near infrared light having a wavelength and a near infrared light having a wavelength longer than approximately 800 nm, and an image that is disposed on the opposite side of the light source via the finger 20 to be authenticated, and images transmitted light having different wavelengths Unit 14 and different wavelength finger vein display image generation means for generating at least two different wavelength finger vein display images from different finger vein images captured by the imaging unit 14. It will be characterized and.

そして、指20を含めた生体の静脈に本実施例を適用すると、共通の支持部15によって支持され、それぞれ羅列された少なくとも2つの光源体16,17からなり、光源体16,17はそれぞれおおよそ800nm波長よりも短い波長の近赤外線と800nm波長よりも長い波長の近赤外線の透過光を発生させる光源と、認証対象の生体部を介在して光源の反対側に配置され、異なった波長の透過光を撮像する撮像部14と、撮像部14によって撮像された異なった静脈画像によって少なくとも2つの異波長静脈表示画像を生成する異波長静脈表示画像生成手段とを備えることを特徴とする個人認証装置100が構成されることになる。   When this embodiment is applied to a living body vein including the finger 20, the light source bodies 16 and 17 are each composed of at least two light source bodies 16 and 17 that are supported by a common support portion 15 and are enumerated. A light source that generates near-infrared light having a wavelength shorter than 800 nm and near-infrared light having a wavelength longer than 800 nm and a biological part to be authenticated are disposed on the opposite side of the light source, and transmit different wavelengths. A personal authentication apparatus comprising: an imaging unit that captures light; and a different wavelength vein display image generation unit that generates at least two different wavelength vein display images based on different vein images captured by the imaging unit 100 will be configured.

次に図2のフローチャートを参照して動作を説明する。
指静脈画像入力装置1に提示された対象者の指に対して波長の異なる照射光による指静脈画像が異波長指静脈画像入力処理(S1)で入力され、例えば図5Aと図5Bに示すようにヘモグロビンの光の吸収度合いが異なることにより静脈部分の輝度が異なる画像が得られる。異波長指静脈画像差異検出処理(S2)では該波長の異なる照射光による指静脈画像の差異が検出される。指静脈画像判定処理(S3)では該差異と予め登録されている指静脈画像判定データ6とを比較することにより該指静脈画像が生体の指静脈画像か否かを判定する。個人認証処理(S4)は指静脈画像判定処理(S3)の結果として該指静脈画像が生体の指静脈画像であるとの判定結果の場合にのみ個人認証を行うことにより悪意のある利用者が偽造指などを用いた不当な認証を防ぐことができる。
Next, the operation will be described with reference to the flowchart of FIG.
The finger vein image by the irradiation light with a different wavelength is input to the subject's finger presented on the finger vein image input device 1 by the different wavelength finger vein image input processing (S1), for example, as shown in FIGS. 5A and 5B. In addition, since the degree of light absorption of hemoglobin is different, images with different brightness of the vein portion are obtained. In the different wavelength finger vein image difference detection process (S2), a difference in finger vein images due to irradiation light having different wavelengths is detected. In the finger vein image determination process (S3), it is determined whether or not the finger vein image is a biological finger vein image by comparing the difference with the finger vein image determination data 6 registered in advance. In the personal authentication process (S4), the malicious user can perform the personal authentication only when the finger vein image is a determination result that the finger vein image is a living finger vein image as a result of the finger vein image determination process (S3). Unauthorized authentication using forged fingers can be prevented.

次に図7のフローチャートを参照してS2の動作を詳細説明する。
例えば異なる波長を波長1と波長2とし、波長1の指静脈画像の例が前述のように、図5A、波長2の指静脈画像の例を図5Bとして示される。図5Aおよび図5Bは実際には濃淡画像であり、生体の指静脈の場合には静脈部分の輝度が異なり、生体の指静脈でない場合には静脈部分の輝度がほぼ同一となる。波長1と波長2の指静脈画像の差分画像(図5C)を生成する(S21)。波長1での指静脈画像2値化して2値化静脈画像(図5D)を生成する(S22)。該差分画像に対して2値化静脈画像をマスク処理してマスク結果画像(図5E)を生成する。マスク結果画像は濃淡であり各画素の輝度値は0(黒)〜255(白)の値を持つ。
Next, the operation of S2 will be described in detail with reference to the flowchart of FIG.
For example, wavelength 1 and wavelength 2 are different wavelengths, and an example of a finger vein image of wavelength 1 is shown in FIG. 5A and an example of a finger vein image of wavelength 2 is shown in FIG. 5B as described above. FIG. 5A and FIG. 5B are actually grayscale images. In the case of a living finger vein, the brightness of the vein portion is different, and in the case of not being a living finger vein, the brightness of the vein portion is almost the same. A difference image (FIG. 5C) between the finger vein images of wavelength 1 and wavelength 2 is generated (S21). The finger vein image at wavelength 1 is binarized to generate a binarized vein image (FIG. 5D) (S22). A masking result image (FIG. 5E) is generated by masking the binary vein image with respect to the difference image. The mask result image is shaded, and the luminance value of each pixel has a value of 0 (black) to 255 (white).

次に図8のフローチャートを参照してS3の動作を詳細説明する。
2値化静脈画像(図5D)の黒画素数として2値化黒画素数を計測する(S31)。マスク結果画像(図5E)の黒画素の輝度合計値を計測する(S32)。該輝度合計値を該2値化黒画素数で除することにより2値化黒画素数に対する輝度合計値の比率を計測する(S33)。該比率が予め登録された指静脈画像判定用データである閾値以上か否かを判定し(S34)、以上であれば該指静脈画像は生体の指静脈画像であると判定し(S35)、以上でなければ生体の指静脈画像ではないと判定する(S36)。
Next, the operation of S3 will be described in detail with reference to the flowchart of FIG.
The number of binarized black pixels is measured as the number of black pixels in the binarized vein image (FIG. 5D) (S31). The total luminance value of black pixels in the mask result image (FIG. 5E) is measured (S32). By dividing the total luminance value by the binarized black pixel number, the ratio of the total luminance value to the binarized black pixel number is measured (S33). It is determined whether or not the ratio is equal to or greater than a threshold value that is pre-registered finger vein image determination data (S34). If it is equal to or greater than this, it is determined that the finger vein image is a finger vein image of a living body (S35). Otherwise, it is determined that the finger vein image is not a living body (S36).

悪意のある利用者が偽造指を使用したり生体指に静脈パターンを貼り付けるなどの不当な試みに対して認証が行われないようにしなければならないという課題に対して、本発明では波長の異なる照射光を用いた指静脈画像の差異を判定することにより、不当な認証を防ぐことが可能となる。   In the present invention, the wavelength is different from the problem that a malicious user must be prevented from authenticating against an unjust attempt such as using a fake finger or attaching a vein pattern to a living finger. By determining the difference between the finger vein images using the irradiation light, it is possible to prevent unauthorized authentication.

本発明の実施例の構成を示すブロック図。The block diagram which shows the structure of the Example of this invention. 個人認証装置の異波長指静脈画像取得部の構成を示す断面図。Sectional drawing which shows the structure of the different wavelength finger vein image acquisition part of a personal authentication apparatus. 図2において指方向から見た外観を拡大して示す図とその外観変形を示す図。The figure which expands and shows the external appearance seen from the finger direction in FIG. 2, and the figure which shows the external appearance deformation | transformation. 異波長の時のヘモグロビン、酸素ヘモグロビンについての吸収スペクトルとの関係を示す図。The figure which shows the relationship with the absorption spectrum about the hemoglobin at the time of a different wavelength, and oxygen hemoglobin. 生成され表示される各種指静脈画像の例を示す図。The figure which shows the example of the various finger vein images produced | generated and displayed. 本発明の動作を説明するためのフローチャート。The flowchart for demonstrating operation | movement of this invention. 本発明の異波長指静脈画像差異検出処理S2の動作を説明するためのフローチャート。The flowchart for demonstrating operation | movement of the different wavelength finger vein image difference detection process S2 of this invention. 本発明の指静脈画像判定処理S3の動作を説明するためのフローチャート。The flowchart for demonstrating operation | movement of the finger vein image determination process S3 of this invention.

符号の説明Explanation of symbols

1…指静脈画像入力装置、2…個人認証処理装置、3…異波長指静脈画像入力手段、4…異波長指静脈画像差異検出手段、5…指静脈画像判定手段、6…指静脈画像判定用データ、7…個人認証手段、10…生体指判定手段、11…本体、12…指配置部、13…LED設置部、14…撮像部、15…支持部、16,17…光源体(LED)、20…指、90…異波長指静脈画像取得部、100…個人認証装置。   DESCRIPTION OF SYMBOLS 1 ... Finger vein image input apparatus, 2 ... Personal authentication processing apparatus, 3 ... Different wavelength finger vein image input means, 4 ... Different wavelength finger vein image difference detection means, 5 ... Finger vein image determination means, 6 ... Finger vein image determination Data: 7 ... Personal authentication means, 10 ... Biometric finger determination means, 11 ... Main body, 12 ... Finger placement section, 13 ... LED installation section, 14 ... Imaging section, 15 ... Support section, 16, 17 ... Light source body (LED ), 20... Finger, 90... Different wavelength finger vein image acquisition unit, 100.

Claims (4)

個人認証対象者の指静脈情報を入力して指静脈画像を生成し、該指静脈画像から指静脈特徴を抽出し、予め登録された指静脈特徴との比較照合を行うことにより、個人認証を行う個人認証装置において、
共通の支持部によって支持され、認証する指の静脈に沿って入り組んでそれぞれ羅列された少なくとも2つの光源体からなり、該光源体はそれぞれ異なった波長の透過光を発生させる光源と、認証対象の指を介在して前記光源の反対側に配置され、異なった波長の透過光を撮像する撮像部と、該撮像部によって撮像された異なった指静脈画像を照合することによって両者の差異を検出して生体指画像であるかを判定する生体指判定手段とを備えることを特徴とする個人認証装置。
Personal vein authentication is performed by generating finger vein images by inputting the finger vein information of the person to be authenticated, extracting the finger vein features from the finger vein images, and performing comparison and matching with the finger vein features registered in advance. In the personal authentication device to perform,
It consists of at least two light source bodies supported by a common support part and encircled along the vein of the finger to be authenticated, each light source body generating a transmitted light of a different wavelength, and an authentication target A difference between the two is detected by collating an imaging unit that is arranged on the opposite side of the light source with a finger interposed therebetween and that captures transmitted light of different wavelengths and a different finger vein image captured by the imaging unit. And a biometric finger determining means for determining whether the image is a biometric finger image.
請求項1において、前記生体指判定手段は異波長指静脈画像差異検出手段と異波長静脈画像の差異に基づいて生体指画像判定する生体指画像判定手段とからなることを特徴とする個人認証装置。   2. The personal authentication device according to claim 1, wherein the biometric finger determination unit includes a different-wave finger vein image difference detection unit and a bio-finger image determination unit that determines a bio-finger image based on a difference between different-wave vein images. . 個人認証対象者の静脈情報を入力して静脈画像を生成し、該静脈画像から静脈特徴を抽出し、予め登録された静脈特徴との比較照合を行うことにより、個人認証を行う個人認証装置において、
共通の支持部によって支持され、それぞれ羅列された少なくとも2つの光源体からなり、該光源体はそれぞれおおよそ800nm波長より短い波長の近赤外線あるいは/および800nmよりも長い波長の近赤外線の内、異なった少なくとも2つの波長の透過光を発生させる光源と、認証対象の生体部を介在して前記光源の反対側に配置され、異なった波長の透過光を撮像する撮像部と、該撮像部によって撮像された異なった静脈画像によって少なくとも2つの異波長静脈表示画像を生成する異波長静脈表示画像生成手段とを備え、少なくとも2つの異波長静脈表示画像を照合することによって両者の差異を検出して、生体画像であるかを判定する生体指判定手段とを備えることを特徴とする個人認証装置。
In a personal authentication device that performs personal authentication by generating vein images by inputting the vein information of a person subject to personal authentication, extracting vein features from the vein images, and performing comparison and collation with vein features registered in advance ,
It comprises at least two light sources that are supported by a common support and are enumerated, and each of the light sources has different near-infrared rays having wavelengths shorter than about 800 nm and / or near-infrared wavelengths longer than 800 nm. A light source that generates transmitted light of at least two wavelengths, an imaging unit that is disposed on the opposite side of the light source with a living body part to be authenticated interposed therebetween, and an image that is captured by the imaging unit A different-wavelength vein display image generating means for generating at least two different-wavelength vein display images based on different vein images, and detecting a difference between the two by collating at least two different-wavelength vein display images. A personal authentication apparatus, comprising: a biometric finger determining unit that determines whether the image is an image.
請求項3において、前記生体判定手段は異波長静脈画像差異検出手段と異波長静脈画像の差異に基づいて生体画像判定する生体画像判定手段とからなることを特徴とする個人認証装置。   4. The personal authentication apparatus according to claim 3, wherein the biometric determination unit includes a different wavelength vein image difference detection unit and a biometric image determination unit that determines a biometric image based on a difference between the different wavelength vein images.
JP2006246210A 2006-09-12 2006-09-12 Personal authentication device Pending JP2008067727A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2006246210A JP2008067727A (en) 2006-09-12 2006-09-12 Personal authentication device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2006246210A JP2008067727A (en) 2006-09-12 2006-09-12 Personal authentication device

Publications (1)

Publication Number Publication Date
JP2008067727A true JP2008067727A (en) 2008-03-27

Family

ID=39289874

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2006246210A Pending JP2008067727A (en) 2006-09-12 2006-09-12 Personal authentication device

Country Status (1)

Country Link
JP (1) JP2008067727A (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2010035560A (en) * 2008-07-31 2010-02-18 Hitachi Ltd Biometric authentication apparatus
WO2010143671A1 (en) 2009-06-08 2010-12-16 日本電気株式会社 Determination device, fingerprint input device, determination method, and determination program
JP2014094301A (en) * 2013-12-20 2014-05-22 Hitachi Ltd Biometric authentication device and personal authentication system
CN104221050A (en) * 2012-03-27 2014-12-17 日本电气株式会社 Authentication device, prism body for use in authentication, and authentication method
CN104661595A (en) * 2012-09-28 2015-05-27 希森美康株式会社 Non-invasive living body measurement device
WO2016067556A1 (en) * 2014-10-29 2016-05-06 日本電気株式会社 Biometric authentication apparatus and biometric authentication method
US9619690B2 (en) 2012-03-27 2017-04-11 Nec Corporation Authentication apparatus, prism member for authentication and authentication method
US20170103248A1 (en) * 2013-12-27 2017-04-13 Seiko Epson Corporation Optical device
US9886618B2 (en) 2011-03-25 2018-02-06 Nec Corporation Authentication apparatus and authentication method
CN108090415A (en) * 2017-11-24 2018-05-29 江西智梦圆电子商务有限公司 A kind of identity comparison method identified based on face and vena metacarpea

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH10127609A (en) * 1996-11-06 1998-05-19 Hitachi Ltd Living body identifying device
JP2000020684A (en) * 1998-06-30 2000-01-21 Mitsubishi Electric Corp Fingerprint image input device
JP2003331270A (en) * 2002-05-09 2003-11-21 Sony Corp Bio-pattern detecting means, bio-pattern detecting device, biometrics method and biometrics device
JP2006098340A (en) * 2004-09-30 2006-04-13 Sharp Corp Interior portion detecting device
WO2006074407A2 (en) * 2005-01-07 2006-07-13 Lumidigm, Inc. Biometric recognition/verification using multispectral imaging

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH10127609A (en) * 1996-11-06 1998-05-19 Hitachi Ltd Living body identifying device
JP2000020684A (en) * 1998-06-30 2000-01-21 Mitsubishi Electric Corp Fingerprint image input device
JP2003331270A (en) * 2002-05-09 2003-11-21 Sony Corp Bio-pattern detecting means, bio-pattern detecting device, biometrics method and biometrics device
JP2006098340A (en) * 2004-09-30 2006-04-13 Sharp Corp Interior portion detecting device
WO2006074407A2 (en) * 2005-01-07 2006-07-13 Lumidigm, Inc. Biometric recognition/verification using multispectral imaging

Cited By (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2010035560A (en) * 2008-07-31 2010-02-18 Hitachi Ltd Biometric authentication apparatus
WO2010143671A1 (en) 2009-06-08 2010-12-16 日本電気株式会社 Determination device, fingerprint input device, determination method, and determination program
US8768015B2 (en) 2009-06-08 2014-07-01 Nec Corporation Determination device, fingerprint input device, determination method, and determination program
US9165178B2 (en) 2009-06-08 2015-10-20 Nec Corporation Determination device, fingerprint input device, determination method and determination program for detecting the forgery of a finger
US10922523B2 (en) 2011-03-25 2021-02-16 Nec Corporation Authentication using prism
US10956707B2 (en) 2011-03-25 2021-03-23 Nec Corporation Authentication apparatus and authentication method
US11010587B2 (en) 2011-03-25 2021-05-18 Nec Corporation Authentication using prism
US11908232B2 (en) 2011-03-25 2024-02-20 Nec Corporation Authentication using prism
US11600104B2 (en) 2011-03-25 2023-03-07 Nec Corporation Authentication using prism
US9886618B2 (en) 2011-03-25 2018-02-06 Nec Corporation Authentication apparatus and authentication method
CN104221050A (en) * 2012-03-27 2014-12-17 日本电气株式会社 Authentication device, prism body for use in authentication, and authentication method
US9619690B2 (en) 2012-03-27 2017-04-11 Nec Corporation Authentication apparatus, prism member for authentication and authentication method
EP2901928B1 (en) * 2012-09-28 2018-01-31 Sysmex Corporation Non-invasive living body measurement device
CN104661595A (en) * 2012-09-28 2015-05-27 希森美康株式会社 Non-invasive living body measurement device
JP2014094301A (en) * 2013-12-20 2014-05-22 Hitachi Ltd Biometric authentication device and personal authentication system
US20170103248A1 (en) * 2013-12-27 2017-04-13 Seiko Epson Corporation Optical device
US9965669B2 (en) * 2013-12-27 2018-05-08 Seiko Epson Corporation Optical device
JPWO2016067556A1 (en) * 2014-10-29 2017-09-07 日本電気株式会社 Biometric authentication device and biometric authentication method
US10268874B2 (en) 2014-10-29 2019-04-23 Nec Corporation Biometric authentication apparatus and biometric authentication method
WO2016067556A1 (en) * 2014-10-29 2016-05-06 日本電気株式会社 Biometric authentication apparatus and biometric authentication method
CN108090415A (en) * 2017-11-24 2018-05-29 江西智梦圆电子商务有限公司 A kind of identity comparison method identified based on face and vena metacarpea

Similar Documents

Publication Publication Date Title
JP2008067727A (en) Personal authentication device
KR101720957B1 (en) 4d photographing apparatus checking finger vein and fingerprint at the same time
JP6134662B2 (en) Biometric authentication device and biometric authentication method
JP4200687B2 (en) Biometric authentication device and program for realizing the device
JP4468896B2 (en) Authentication device using biometric information
US9659205B2 (en) Multimodal imaging system and method for non-contact identification of multiple biometric traits
CA2699317C (en) Spectroscopic method and system for multi-factor biometric authentication
KR101393717B1 (en) Facial recognition technology
KR100743780B1 (en) Biometric identification device, authentication device using same, and biometric identification method
BR112016007929B1 (en) biometric access system
US7835546B2 (en) Pseudorandom number generation apparatus, pseudorandom number generation method and program
US20110242304A1 (en) Biometeric authentication apparatus
JP6769626B2 (en) Multi-faceted stereoscopic imaging device that authenticates fingerprints and finger veins at the same time
JP2008287428A (en) Vein pattern management system, vein pattern registering device, vein pattern authentication device, vein pattern registering method, vein pattern authentication method, program, and vein data structure
JP2010035560A (en) Biometric authentication apparatus
US20220300593A1 (en) System and method of biometric identification of a subject
JP5763160B2 (en) Biometric authentication device and personal authentication system
JP6897831B2 (en) Authentication device, security system, control method and program by authentication device
JP2008198083A (en) Individual identification device
JP6621383B2 (en) Personal authentication device
JP4694352B2 (en) Fingerprint verification device
KR102015118B1 (en) A Vessels Pattern Recognition Based Biometrics Machine using Laser Speckle Imaging and Methods Thereof
KR101792011B1 (en) Multifaceted photographing apparatus checking finger vein and fingerprint at the same time
Sepasian et al. Liveness and spoofing in fingerprint identification: Issues and challenges
JP2007272527A (en) Personal identification device

Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20080508

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20110120

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20110201

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20110324

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20110419

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20110610

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20110628

A02 Decision of refusal

Free format text: JAPANESE INTERMEDIATE CODE: A02

Effective date: 20111206