JP2001184507A - Device for authenticating individual - Google Patents

Device for authenticating individual

Info

Publication number
JP2001184507A
JP2001184507A JP36623899A JP36623899A JP2001184507A JP 2001184507 A JP2001184507 A JP 2001184507A JP 36623899 A JP36623899 A JP 36623899A JP 36623899 A JP36623899 A JP 36623899A JP 2001184507 A JP2001184507 A JP 2001184507A
Authority
JP
Japan
Prior art keywords
finger
image
light
processing
person
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
JP36623899A
Other languages
Japanese (ja)
Other versions
JP2001184507A5 (en
Inventor
Miyuki Kono
美由紀 河野
Shinichiro Umemura
晋一郎 梅村
Etsuji Yamamoto
悦治 山本
Kenichi Kawabata
健一 川畑
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 Ltd
Original Assignee
Hitachi 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 Ltd filed Critical Hitachi Ltd
Priority to JP36623899A priority Critical patent/JP2001184507A/en
Publication of JP2001184507A publication Critical patent/JP2001184507A/en
Publication of JP2001184507A5 publication Critical patent/JP2001184507A5/ja
Pending legal-status Critical Current

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  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Collating Specific Patterns (AREA)

Abstract

PROBLEM TO BE SOLVED: To acquire a finger image with high reproducibility and to improve the accuracy or individual authentication by the vein pattern of a finger based on suitable image processing and collating processing. SOLUTION: The finger image of an objecting person is acquired by a handle- shaped data acquiring part 2 and fetched through an input device 4 into an arithmetic unit 5. Concerning the finger image, directional filtering processing to become integration-like processing in the long-axis direction of a finger, which is the main running direction of a blood vessel, and to become differentiation-like processing in the orthogonal short-axis direction is applied and authentication is performed by comparing the image with the Registered finger image data of that person himself registered in a storage device 6. Thus, by making the objecting person grasp the handle-shaped data acquiring part having a curvature, the image data of plural fingers can be acquired with high reproducibility, further, a non-uniform background is removed from the finger image by directional filtering processing, an image intensifying a blood vessel image usable for the arithmetic of authentication can be provided and high- accuracy individual authentication is enabled.

Description

【発明の詳細な説明】DETAILED DESCRIPTION OF THE INVENTION

【0001】[0001]

【発明の属する技術分野】本発明は、署名や暗証番号等
を認証の手段として用いる個人認証装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a personal authentication apparatus using a signature, a personal identification number or the like as an authentication means.

【0002】[0002]

【従来の技術】現在までのところ、クレジットカードの
利用や、銀行預金の預け入れ、引き出しの際には、署名
や暗証番号等を本人の認証の手段としている。新規技術
として、虹彩が認証に用いられ始めている。
2. Description of the Related Art Up to now, when using a credit card, depositing or withdrawing a bank account, a signature, a personal identification number, and the like are used as means for authenticating a person. As a new technology, the iris is beginning to be used for authentication.

【0003】[0003]

【発明が解決しようとする課題】指の静脈パターンを用
いて個人認証を行うにあたって、透過光を用いて指静脈
パターンの画像を取得する際には、バックグラウンドの
除去が必要である。ここで問題とするバックグラウンド
は、関節部分で光の透過度が高いために指の長軸方向に
透過度がゆるやかに変化するという空間的に中間的な周
波数成分であり、血管の走行も同様の成分として存在す
る。指の短軸方向には、血管が空間的に比較的高周波成
分として存在するため、画像処理で広く用いられている
方向性を持たない設計のフィルタによる画像処理では、
血管の走行を強調した画像を得ることができない。
In performing personal authentication using a finger vein pattern, it is necessary to remove the background when acquiring an image of the finger vein pattern using transmitted light. The background to be considered here is a spatially intermediate frequency component in which the transmittance changes slowly in the long axis direction of the finger due to the high transmittance of light at the joints. Exists as a component of In the short-axis direction of the finger, blood vessels are spatially present as relatively high-frequency components, so in image processing using a filter with no directivity that is widely used in image processing,
It is not possible to obtain an image that emphasizes the running of blood vessels.

【0004】また、同一人にあっては、再現性よく指画
像を取得することが必要であり、光特性の異なる各個人
の指にあっては、光源の光量やピントを適切に設定し、
画像を撮像することが必要である。
Further, it is necessary to obtain finger images with good reproducibility for the same person, and for individual fingers having different light characteristics, the light amount and focus of the light source are appropriately set.
It is necessary to capture an image.

【0005】[0005]

【課題を解決するための手段】指画像からバックグラウ
ンドを除去するためには、画像を処理するフィルタに方
向性を持たせた設計をすることでこれを解決する。指の
付け根から先端方向へ向かう方向を長軸方向とし、これ
に直交する方向を短軸方向とする。血管の主な走行方向
である長軸方向には、積分的処理を行い、血管とほぼ直
交する向きである短軸方向には、微分的処理を行うよう
に設計したフィルタを用いて処理を行う。方向性を持た
ないフィルタ、例えば、長軸にも短軸にも微分的処理を
行うフィルタでは、長軸方向に走行する血管も細切れに
なり、認証の演算処理に使えるような血管像を強調した
画像を得ることができない。
In order to remove the background from the finger image, the problem is solved by designing the filter for processing the image to have a direction. The direction from the base of the finger toward the distal end is defined as the long axis direction, and the direction perpendicular to the direction is defined as the short axis direction. Integral processing is performed in the major axis direction, which is the main running direction of the blood vessel, and processing is performed using a filter designed to perform differential processing in the minor axis direction, which is almost orthogonal to the blood vessel. . In a filter that does not have directionality, for example, a filter that performs differential processing on both the long axis and the short axis, blood vessels traveling in the long axis direction are also fragmented, and blood vessel images that can be used for authentication calculation processing are emphasized. I can't get an image.

【0006】再現性よく指画像を取得するためには、撮
像の際に指に平面的回転や空間的回転などが加えられな
いことが必要である。そこで、複数の指でドアの取っ手
などを握る際には、手の形がほぼ一意に決まることを利
用して、再現性よく画像を取得することのできる手段を
本発明は備える。平面的な指の回転をおさえるために、
ドアの取っ手形状等の曲率を持ったデータ取得部を使
い、空間的な指の回転をおさえるために、複数指でデー
タ首取得部を握って撮像することで、指の移動度を並進
に限定することが可能である。このことにより、指の回
転に対応するデータ処理を行わずにすむため、データ処
理上の負担を減らすことができ、かつ、再現性よく指画
像を取得することができる。
In order to acquire a finger image with good reproducibility, it is necessary that no two-dimensional rotation or spatial rotation be applied to the finger during imaging. Therefore, the present invention includes means for acquiring an image with good reproducibility by utilizing the fact that the shape of a hand is almost uniquely determined when a plurality of fingers hold a door handle or the like. In order to control the rotation of the flat finger,
Using a data acquisition unit that has a curvature such as the shape of the door handle, restricting the finger mobility to translation by holding the data neck acquisition unit with multiple fingers and capturing images in order to suppress spatial finger rotation It is possible to This eliminates the need to perform data processing corresponding to the rotation of the finger, so that the load on data processing can be reduced and a finger image can be acquired with good reproducibility.

【0007】室内環境に存在する蛍光灯の光などの人工
光や自然光と光源からの光とを分離するためには、波長
域での分離もしくは変調を行う。例えば、400〜800nm程
度の波長域を持つ蛍光灯の場合、撮像のための干渉フィ
ルタの透過光の波長を800nm以上で選び、蛍光灯の光源
の持つ波長域と重ならないようにすることで、分離が可
能である。変調による場合、例えば、光源光のオンオフ
それぞれのタイミングで画像を撮像し、画像同士の差分
を取ることで、バックグラウンドとしての環境光を除去
することが可能である。
In order to separate artificial light or natural light such as light from a fluorescent lamp existing in an indoor environment from light from a light source, separation or modulation is performed in a wavelength range. For example, in the case of a fluorescent lamp having a wavelength range of about 400 to 800 nm, the wavelength of the transmitted light of the interference filter for imaging is selected at 800 nm or more so as not to overlap the wavelength range of the light source of the fluorescent lamp. Separation is possible. In the case of the modulation, for example, an environment light as a background can be removed by capturing an image at each timing of turning on and off the light source light and obtaining a difference between the images.

【0008】さらに、光源の光量やピントを調節し人工
光と光源の光を分離する手段を備えることで、より鮮明
な血管パターン画像を得ることができる。
Further, by providing means for adjusting the light amount and focus of the light source to separate the artificial light from the light from the light source, a clearer blood vessel pattern image can be obtained.

【0009】[0009]

【発明の実施の形態】図1に本発明における一実施例の
個人認証装置のブロック図を示す。1は、被認証者の手
である。指の静脈パターンを再現性よく、取得するため
にドアの取っ手形状のデータ取得部2を有する。曲率を
持つ、ドアの取っ手形状のデータ取得部2を用い、複数
の指のデータを同時に取得することで、指の平面的回転
と空間的回転をおさえ、再現性よく画像を取得すること
が可能となる。取っ手形状の指の静脈パターン取得部2
の内部には、光源部3からの透過光を撮像する撮像素子
が組み込まれる。光源光は、指を透過したあと、撮像素
子に到達し、ここから出力されるビデオ信号は入力装置
4に入力される。
FIG. 1 is a block diagram showing a personal authentication apparatus according to an embodiment of the present invention. 1 is the hand of the person to be authenticated. In order to acquire a finger vein pattern with good reproducibility, a data acquisition unit 2 having a door handle shape is provided. Simultaneous acquisition of data for multiple fingers using the door handle shape data acquisition unit 2 that has a curvature enables to suppress planar rotation and spatial rotation of the fingers and to acquire images with good reproducibility. Becomes Vein pattern acquisition unit 2 for finger in handle shape
An image pickup device for picking up the transmitted light from the light source unit 3 is incorporated in the inside. The light source light reaches the image sensor after passing through the finger, and the video signal output therefrom is input to the input device 4.

【0010】室内環境に存在する蛍光灯の光などの人工
光や自然光と、光源3からの光とを分離するためには、
波長域での分離もしくは変調を行う。例えば、400〜800
nm程度の波長域を持つ蛍光灯の場合、撮像のための干渉
フィルタの透過光の波長を800nm以上で選び、蛍光灯の
光源の持つ波長域と重ならないようにすることで、分離
が可能である。変調による場合、例えば、光源光のオン
オフそれぞれのタイミングで画像を撮像し、画像同士の
差分を取ることで、バックグラウンドとしての環境光を
除去することが可能である。
In order to separate artificial light or natural light such as fluorescent light existing in an indoor environment from light from the light source 3,
Separation or modulation in the wavelength range is performed. For example, 400-800
In the case of fluorescent lamps with a wavelength range of about nm, separation can be achieved by selecting the wavelength of transmitted light of the interference filter for imaging at 800 nm or more so as not to overlap the wavelength range of the light source of the fluorescent lamp. is there. In the case of the modulation, for example, an environment light as a background can be removed by capturing an image at each timing of turning on and off the light source light and obtaining a difference between the images.

【0011】入力装置4で、信号はアナログデジタル変
換され、演算装置5において、フィルタリングの処理、
及び記憶装置6に保存された個人の指画像データと照合
の処理が成される。
The input device 4 converts the signal from analog to digital, and the arithmetic unit 5 performs a filtering process.
Then, a process of collation with the finger image data of the individual stored in the storage device 6 is performed.

【0012】次に演算装置5における処理について述べ
る。本実施例では指画像を指の血管パターンを強調する
ためのフィルタによって処理し、画像の特徴点を抽出せ
ず、画像情報全体の演算処理によって認証を行う。フィ
ルタリングについてより詳細にのべると、取得画像の各
指の指の付け根から先端方向へ向かう方向を長軸方向と
し、これに直交する方向を短軸方向とする。血管の主な
走行方向である長軸方向には、積分的処理を行い、血管
とほぼ直交する向きである短軸方向には、微分的処理を
行うように設計したフィルタを用いて処理を行う。例え
ば、図2に示すフィルタカーネルを用いて、取得した指
画像データに対し、2次元での重みづけ積分を行い、強
調された血管画像を得ることができる。画像はさらに、
輝度反転を行い、指の外側を輝度値で0に落とす処理を
行う。
Next, the processing in the arithmetic unit 5 will be described. In the present embodiment, the finger image is processed by a filter for enhancing the blood vessel pattern of the finger, and the authentication is performed by the arithmetic processing of the entire image information without extracting the feature points of the image. To describe filtering in more detail, a direction from the base of each finger of the acquired image toward the tip is defined as a long axis direction, and a direction orthogonal to the long axis direction is defined as a short axis direction. Integral processing is performed in the major axis direction, which is the main running direction of the blood vessel, and processing is performed using a filter designed to perform differential processing in the minor axis direction, which is almost orthogonal to the blood vessel. . For example, using the filter kernel shown in FIG. 2, weighted integration can be performed on the acquired finger image data in two dimensions to obtain an enhanced blood vessel image. The image is
A process of inverting the brightness and lowering the outside of the finger to 0 with the brightness value is performed.

【0013】図3は上記したフィルタリング、及び不要
部分の除去の演算処理の後の被承認者データ登録画像と
の照合の処理の詳細手順を示す。まずステップ31で
は、登録画像と上記の処理を行った取得画像とで、画像
のピクセルごとの画素値で構成される2次元マトリック
スを元に、行列の要素同士の積和を計算し、行列の縦方
向と横方向へ1要素ずつずらしていく2次元でのたたみ
こみ積分を行う。次にステップ32ではその結果に対
し、2次元平面での積和の値の変化量を評価するため
に、2次元ラプラシアンの最大値(A)を求める。t次
に同一画像同士、例えば取得画像同士で上記31と同様
なたたみ込み演算を行い、上記32と同様に2次元ラプ
ラシアンの最大値(B)を求める。ステップ34では上
記最大値(A)の値を最大値(B)の値で正規化し照合
のための評価値を得る。即ち、この照合は、同一の2画
像の場合、その2画像が重なり合った場合、積和の値で
急峻なピークを生じるが、異なる画像同士では、このピ
ークが生じないことを利用している。輝度値の分布は各
画像で異なるために、算出した数値を同一画像同士で行
った演算で算出される数値を元にして2段階にわたり、
正規化を行っているのである。最終的に求まる評価値は
0と1の間に存在する。閾値を例えば0.4などと設定
し、得られた評価値がこの閾値を上回るか否かにより本
人と他人との区別、つまり本人認証を行うことができ
る。
FIG. 3 shows a detailed procedure of a process of collating with an authorized person data registration image after the above-described filtering and unnecessary portion removal operation processing. First, in step 31, a sum of products of matrix elements is calculated based on a two-dimensional matrix composed of pixel values of each pixel of the image between the registered image and the acquired image obtained by performing the above processing, and Performs two-dimensional convolution integration, shifting one element at a time in the vertical and horizontal directions. Next, in step 32, the maximum value (A) of the two-dimensional Laplacian is obtained in order to evaluate the amount of change of the sum of products on the two-dimensional plane. t Next, the same image, for example, between the acquired images, is subjected to the same convolution operation as in 31 above, and the maximum value (B) of the two-dimensional Laplacian is obtained as in 32 above. In step 34, the value of the maximum value (A) is normalized by the value of the maximum value (B) to obtain an evaluation value for collation. That is, this collation utilizes the fact that when two identical images overlap each other, a steep peak is generated in the sum of the products when the two images overlap, but this peak is not generated between different images. Since the distribution of the brightness values is different for each image, the calculated numerical value is based on the numerical value calculated by the operation performed between the same images over two stages,
It is normalizing. The finally obtained evaluation value is between 0 and 1. A threshold value is set to, for example, 0.4, and discrimination between a person and another person, that is, personal authentication can be performed based on whether or not the obtained evaluation value exceeds the threshold value.

【0014】図4は、本実施例における認証の全体の流
れ図を示す。ステップ10で取得した指の静脈パターン
の画像に対し、ステップ20では、不均一なバックグラ
ウンドを除去し、血管パターンを強調するべく方向性を
持たせて設計したフィルタによるフィルタリング、不要
部分の除去の演算処理しを行う。次にステップ30では
被認証者の登録データとの照合を行う。照合の手順は、
図3の説明で述べた通りである。照合の処理の結果得ら
れた評価値が、設定した閾値以下の場合には、ステップ
40で非許可情報を発行し、閾値を上回る場合には、ス
テップ50で許可情報を発行する。また、許可情報を発
行した場合には、登録データを取得情報で更新する。
FIG. 4 shows an overall flow chart of authentication in this embodiment. In step 20, the image of the finger vein pattern obtained in step 10 is filtered by a filter designed to have a non-uniform background to enhance the blood vessel pattern, and to remove unnecessary parts. Performs arithmetic processing. Next, in step 30, collation with the registration data of the person to be authenticated is performed. The verification procedure is as follows:
This is as described in the description of FIG. If the evaluation value obtained as a result of the collation processing is equal to or smaller than the set threshold, non-permission information is issued in step 40, and if it exceeds the threshold, permission information is issued in step 50. When the permission information is issued, the registration data is updated with the obtained information.

【0015】[0015]

【発明の効果】方向性を持たせて設計したフィルタを用
いることで、指画像から不均質なバックグラウンドを適
切除去でき、認証の演算に利用可能な血管像を強調でき
る。また、認証の演算処理に2段階の正規化処理を加え
ることで、本人と他人を0と1の間に設定した閾値を境
に分離することが可能となり。、また、認証対象の指の
静脈パターンの画像をより鮮明に再現性よく取得でき
る。
According to the present invention, by using a filter designed with directivity, an inhomogeneous background can be appropriately removed from a finger image, and a blood vessel image that can be used for authentication calculation can be enhanced. Further, by adding a two-stage normalization process to the authentication calculation process, it becomes possible to separate the user and the other person from a threshold set between 0 and 1. In addition, an image of the vein pattern of the finger to be authenticated can be obtained more clearly and with good reproducibility.

【図面の簡単な説明】[Brief description of the drawings]

【図1】本発明の一実施例における個人認証装置のブロ
ック図である。
FIG. 1 is a block diagram of a personal authentication device according to an embodiment of the present invention.

【図2】実施例にて使用するフィルタカーネルの例を示
す図である
FIG. 2 is a diagram illustrating an example of a filter kernel used in the embodiment.

【図3】実施例における、指画像に対する演算処理の手
順を示すフローチャートである。
FIG. 3 is a flowchart illustrating a procedure of a calculation process on a finger image in the embodiment.

【図4】本発明の一実施例における認証の手順を示すフ
ローチャートである。
FIG. 4 is a flowchart illustrating an authentication procedure according to an embodiment of the present invention.

【符号の説明】[Explanation of symbols]

1…被認証者の手、2…静脈パターン取得部、3…光源
部、4…入力装置、5…演算装置、6…記憶装置。
DESCRIPTION OF SYMBOLS 1 ... Hand of a to-be-authenticated person, 2 ... Vein pattern acquisition part, 3 ... Light source part, 4 ... Input device, 5 ... Calculation device, 6 ... Storage device.

フロントページの続き (72)発明者 山本 悦治 東京都国分寺市東恋ケ窪一丁目280番地 株式会社日立製作所中央研究所内 (72)発明者 川畑 健一 東京都国分寺市東恋ケ窪一丁目280番地 株式会社日立製作所中央研究所内 Fターム(参考) 2G059 AA05 BB12 CC16 CC20 EE01 FF01 GG00 GG07 JJ03 KK04 MM01 MM05 MM09 MM10 NN01 4C038 VA07 VB13 VC01 VC02 5B043 AA09 BA03 DA05 EA18 GA01Continuing on the front page (72) Inventor Etsuji Yamamoto 1-280 Higashi Koigakubo, Kokubunji-shi, Tokyo Inside the Hitachi, Ltd.Central Research Laboratories (72) Inventor Kenichi Kawabata 1-280 Higashi Koigakubo, Kokubunji-shi, Tokyo Inside the Hitachi Research Laboratory Central F term (reference) 2G059 AA05 BB12 CC16 CC20 EE01 FF01 GG00 GG07 JJ03 KK04 MM01 MM05 MM09 MM10 NN01 4C038 VA07 VB13 VC01 VC02 5B043 AA09 BA03 DA05 EA18 GA01

Claims (6)

【特許請求の範囲】[Claims] 【請求項1】光源部、生体透過光を撮像する手段、任意
波長幅の光透過特性を持つ光フィルタ、認証対象とする
指の回転自由度を低くし、位置の再現性を確保するよう
構成されたデータ取得手段、 各人の登録データの記憶
手段、及び、取得した画像の処理を行い登録データとの
照合を行う演算手段を有する個人認証装置。
1. A light source unit, means for imaging transmitted light through a living body, an optical filter having a light transmission characteristic of an arbitrary wavelength width, a configuration in which the degree of freedom of rotation of a finger to be authenticated is reduced, and reproducibility of position is ensured. A personal authentication device comprising: acquired data acquisition means; storage means for each person's registration data; and arithmetic means for processing the acquired image and collating it with the registration data.
【請求項2】請求項1において、指の静脈パターンの画
像を取得する際に、関節部分において光の透過性が高い
というヒトの指の光特性に基づき指の長軸方向に生じ
る、ゆるやかな透過度の変化によるバックグラウンドを
除去し、血管走行を強調するための画像処理を行うにあ
たって、指の長軸方向には積分的処理、短軸方向には微
分的処理という方向性を持たせて設計した画像処理手段
を有する個人認証装置。
2. The method according to claim 1, wherein, when acquiring an image of a finger vein pattern, a gradual change in the longitudinal direction of the finger based on the optical characteristics of the human finger that the light transmission is high at the joints. When performing image processing to remove background due to changes in transmittance and enhance blood vessel running, the direction of the long axis direction of the finger is integrated and the short axis is differentiated. A personal authentication device having a designed image processing means.
【請求項3】請求項1において、認証対象とする指の回
転自由度を低くし、位置の再現性を確保するために曲率
を与えた形成を持ち、複数の指データの取得を行うデー
タ取得手段を有する個人認証装置。
3. A data acquisition method according to claim 1, wherein the degree of freedom of rotation of the finger to be authenticated is reduced, the curvature is formed to ensure the reproducibility of the position, and a plurality of finger data are acquired. Personal authentication device having means.
【請求項4】認証の際の演算処理の過程において、2段
階にわたる正規化処理を行うことにより本人の画像と他
人の画像とを0と1の間に設定した閾値で分離すること
を可能とする手段を有する、請求項1に記載の個人認証
装置。
4. In a process of an arithmetic process at the time of authentication, by performing a two-stage normalization process, it is possible to separate an image of a person and an image of another person by a threshold value set between 0 and 1. The personal authentication device according to claim 1, further comprising:
【請求項5】光の透過性の異なる個人の指にあって、よ
り血管パターンを鮮明に得るための光源の光量および、
絞りの調節手段を有する、請求項1に記載の個人認証装
置。
5. The light intensity of a light source for obtaining a blood vessel pattern more clearly on an individual finger having different light transmittance,
The personal identification device according to claim 1, further comprising an aperture adjustment unit.
【請求項6】周辺環境に存在する人工光及び自然光を光
源から照射される光から分離するための手段を有する請
求項1に記載の個人認証装置。
6. The personal authentication apparatus according to claim 1, further comprising means for separating artificial light and natural light existing in the surrounding environment from light emitted from the light source.
JP36623899A 1999-12-24 1999-12-24 Device for authenticating individual Pending JP2001184507A (en)

Priority Applications (1)

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