JP4828882B2 - Authenticity discrimination device for paper sheets - Google Patents

Authenticity discrimination device for paper sheets Download PDF

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JP4828882B2
JP4828882B2 JP2005207022A JP2005207022A JP4828882B2 JP 4828882 B2 JP4828882 B2 JP 4828882B2 JP 2005207022 A JP2005207022 A JP 2005207022A JP 2005207022 A JP2005207022 A JP 2005207022A JP 4828882 B2 JP4828882 B2 JP 4828882B2
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paper sheet
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signal acquisition
authenticity
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JP2007026066A (en
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精司 猪狩
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Toshiba Corp
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Description

本発明は、たとえば、目視角度により光沢や干渉色を発するインキ(たとえば、パールインキ)により印刷された印刷部を有した有価証券等の紙葉類の真偽を判別する紙葉類の真偽判別装置に関する。   The present invention relates to the authenticity of a paper sheet for determining the authenticity of a paper sheet such as securities having a printing section printed with ink (for example, pearl ink) that emits glossy or interference color depending on the viewing angle. The present invention relates to a determination device.

パールインキは、雲母の薄片に酸化チタンなどの金属酸化物を皮膜したものであり、その構造による光学的作用から、天然の真珠(パール)のように、目視角度により光沢や干渉色を発することを特徴としている。それら特徴は、市販のカラーコピーやスキャナ等では取得、再現が困難であるため、真偽保証を必要とする有価証券等の紙葉類の印刷技術の1つとして使用されている(たとえば、特許文献1参照)。
このようなパールインキによる印刷部を有した紙葉類の真偽判別は、上記同様の理由で機械による検査は困難であり、従来は利用者がその場で目視により真偽を確かめることを前提にしている。
特開2002−274001号公報
Pearl ink is a mica flake coated with a metal oxide such as titanium oxide. Due to its optical structure, it produces gloss and interference colors depending on the viewing angle, like natural pearls. It is characterized by. Since these characteristics are difficult to obtain and reproduce with commercially available color copies and scanners, they are used as one of printing techniques for paper sheets such as securities that require authenticity assurance (for example, patents). Reference 1).
It is difficult to inspect the authenticity of paper sheets with printed parts using pearl ink for the same reason as above, and it is conventionally assumed that the user verifies the authenticity visually on the spot. I have to.
JP 2002-274001 A

目視による真偽判別の場合、大量かつ高速に真偽判別を行なうことは困難である。また、前記特徴に対して機械検査を実現した場合には、複数の角度に対応した複数の信号取得部が必要となり、かつ、信号処理部においても複合的な処理、演算が必要となり、複雑かつ大規模な構成が必要となる。   In the case of visual true / false discrimination, it is difficult to make true / false discrimination in large quantities and at high speed. In addition, when the mechanical inspection is realized for the feature, a plurality of signal acquisition units corresponding to a plurality of angles are required, and a complex processing and calculation is required in the signal processing unit. A large-scale configuration is required.

そこで、本発明は、たとえば、パールインキによる印刷部を有した紙葉類に対して、パールインキの赤外光学特性を限定的に捉えて、簡易な構成で、大量かつ高速に真偽判別することができる紙葉類の真偽判別装置を提供することを目的とする。   Therefore, the present invention, for example, for paper sheets having a printing portion made of pearl ink, grasps the infrared optical characteristics of pearl ink in a limited manner, and performs true / false determination with a simple configuration in large quantities and at high speed. An object of the present invention is to provide a paper sheet authenticity discriminating apparatus.

本発明の紙葉類の真偽判別装置は、目視角度により光沢や干渉色を発するインキにより印刷された印刷部を有した紙葉類の印刷面に対し赤外光あるいは赤外波長域を含む光を照射する光源と、この光源の光照射による前記紙葉類からの透過光を受光して電気信号に変換する第1の信号取得手段と、この第1の信号取得手段から得られる電気信号に基づき特徴量演算を行なうことにより透過光量および透過光パターンの特徴量を求める第1の処理手段と、前記光源の光照射による前記紙葉類からの反射光を受光して電気信号に変換する第2の信号取得手段と、この第2の信号取得手段から得られる電気信号に基づき特徴量演算を行なうことにより反射光量および反射光パターンの特徴量を求める第2の処理手段と、前記第1、第2の処理手段から得られる各特徴量を、あらかじめ真正なデータに基づき求められた同特徴量の基準値と比較照合することにより当該紙葉類の真偽を判別する判別手段とを具備している。 The paper sheet authenticity determination apparatus of the present invention includes an infrared light or an infrared wavelength region with respect to a printing surface of a paper sheet having a printing portion printed with ink that emits glossy or interference color depending on a viewing angle. A light source for irradiating light, first signal acquisition means for receiving transmitted light from the paper sheet by light irradiation of the light source and converting it into an electrical signal, and an electrical signal obtained from the first signal acquisition means A first processing means for obtaining a transmitted light quantity and a transmitted light pattern feature quantity by performing a feature quantity calculation based on the received light, and receiving reflected light from the paper sheet by light irradiation of the light source and converting it into an electrical signal A second signal acquisition unit; a second processing unit that obtains a reflected light amount and a feature amount of a reflected light pattern by performing a feature amount calculation based on an electrical signal obtained from the second signal acquisition unit; The second processing means Each feature amount obtained, and a discriminating means for discriminating the authenticity of the paper sheet by comparing against the reference value of the feature amount obtained in advance, based on authentic data.

本発明によれば、たとえば、パールインキによる印刷部を有した紙葉類に対して、パールインキの赤外光学特性を限定的に捉えて、簡易な構成で、大量かつ高速に真偽判別することができる紙葉類の真偽判別装置を提供できる。   According to the present invention, for example, for paper sheets having a printing portion made of pearl ink, the infrared optical characteristics of pearl ink are limitedly limited, and the true / false determination is made in a large amount and at high speed with a simple configuration. An authenticity determination device for paper sheets can be provided.

以下、本発明の実施の形態について図面を参照して説明する。
まず、第1の実施の形態について説明する。
図1は、本発明に係るパールインキによる印刷部を有した有価証券などの紙葉類10の一例を模式的に示すもので、インクの種類により赤外吸収がない印刷部11および赤外吸収がある印刷部12があり、さらに、目視角度により光沢や干渉色を発するインキ、たとえば、パールインキにより印刷された印刷部13があるものとする。
Hereinafter, embodiments of the present invention will be described with reference to the drawings.
First, the first embodiment will be described.
FIG. 1 schematically shows an example of a paper sheet 10 such as a securities having a printing part with pearl ink according to the present invention, and a printing part 11 having no infrared absorption depending on the type of ink and an infrared absorption. It is assumed that there is a printing unit 12 and further there is a printing unit 13 printed with ink that emits gloss or interference color depending on the viewing angle, for example, pearl ink.

図2は、第1の実施の形態に係る紙葉類の真偽判別装置の構成を概略的に示すものである。紙葉類10は、搬送手段としての搬送部30により1枚ずつ順次搬送され、読取位置Dに順次送出される。光源20と第1の信号取得手段としての透過信号取得部21は、読取位置Dに対して、搬送部30を間に介在して相対向配設されている。光源20は読取位置Dにおいて紙葉類10の一方の面に光を照射し、透過信号取得部21は読取位置Dでの紙葉類10の透過光を受光して電気信号に変換する。この場合、光源20および透過信号取得部21の光軸は、紙葉類10の搬送面に対してそれぞれ垂直でなくてもよい。   FIG. 2 schematically shows the configuration of the authenticity determination apparatus for paper sheets according to the first embodiment. The sheets 10 are sequentially conveyed one by one by a conveyance unit 30 as a conveyance unit, and are sequentially sent to the reading position D. The light source 20 and the transmission signal acquisition unit 21 as the first signal acquisition unit are disposed opposite to each other with respect to the reading position D with the conveyance unit 30 interposed therebetween. The light source 20 irradiates one surface of the paper sheet 10 at the reading position D, and the transmission signal acquisition unit 21 receives the transmitted light of the paper sheet 10 at the reading position D and converts it into an electrical signal. In this case, the optical axes of the light source 20 and the transmission signal acquisition unit 21 may not be perpendicular to the conveyance surface of the paper sheet 10.

透過信号取得部21は、紙葉類10の搬送方向に対して直交方向にライン状に配設された複数の受光素子からなる例えばラインセンサであり、ラインごとの電気信号を紙葉類10の搬送に同期して逐次取得することにより、図3(a)に示すような2次元の信号を得るようになっている。   The transmission signal acquisition unit 21 is, for example, a line sensor including a plurality of light receiving elements arranged in a line in a direction orthogonal to the conveyance direction of the paper sheet 10, and an electric signal for each line is transmitted to the paper sheet 10. By sequentially acquiring in synchronization with the conveyance, a two-dimensional signal as shown in FIG. 3A is obtained.

この場合、光源20は、たとえば、ハロゲンランプのような赤外波長域を含む光を出力する光源で、透過信号取得部21が赤外波長域の光のみを選択的に透過するフィルタとセンサで構成されており、これにより赤外透過画像を取得する。   In this case, the light source 20 is a light source that outputs light including an infrared wavelength region, such as a halogen lamp, and a transmission signal acquisition unit 21 is a filter and a sensor that selectively transmit only light in the infrared wavelength region. Thus, an infrared transmission image is acquired.

あるいは、光源20が、たとえば、赤外光LEDのような赤外波長域の光のみを放射する光源で、透過信号取得部21が赤外波長域の光を含む領域に感度を持つセンサで構成されてもよく、このようにしても同様に赤外透過画像を取得することができる。   Alternatively, the light source 20 is, for example, a light source that emits only light in the infrared wavelength region such as an infrared LED, and the transmission signal acquisition unit 21 is configured by a sensor having sensitivity in a region including light in the infrared wavelength region. In this way, an infrared transmission image can be acquired similarly.

同様に、第2の信号取得手段としての反射信号取得部22は、読取位置Dに対して光源20と同一面側に配置されており、読取位置Dでの紙葉類10の反射光を受光して電気信号に変換する。この場合、反射信号取得部22は、読取位置Dに対して光源20と正反射方向には配置されない。   Similarly, the reflection signal acquisition unit 22 as the second signal acquisition unit is disposed on the same surface side as the light source 20 with respect to the reading position D, and receives the reflected light of the paper sheet 10 at the reading position D. To convert it into an electrical signal. In this case, the reflection signal acquisition unit 22 is not disposed in the regular reflection direction with respect to the reading position D.

反射信号取得部22は、紙葉類10の搬送方向に対して直交方向にライン状に配設された複数の受光素子からなる例えばラインセンサであり、ラインごとの電気信号を紙葉類10の搬送に同期して逐次取得することにより、図4(a)に示すような2次元の信号を得るようになっている。   The reflection signal acquisition unit 22 is, for example, a line sensor including a plurality of light receiving elements arranged in a line in a direction orthogonal to the conveyance direction of the paper sheet 10, and an electric signal for each line is transmitted to the paper sheet 10. By sequentially acquiring in synchronization with the conveyance, a two-dimensional signal as shown in FIG. 4A is obtained.

透過信号取得部21の出力信号は、第1の信号処理手段としての透過信号処理部23に送られ、反射信号取得部22の出力信号は、第2の信号処理手段としての反射信号処理部24に送られる。透過信号処理部23は、透過信号取得部21から得られる電気信号(透過光信号)に基づき後述する種々の特徴量演算を行ない、また、反射信号処理部24は、反射信号取得部22から得られる電気信号(反射光信号)に基づき後述する種々の特徴量演算を行なう。 The output signal of the transmission signal acquisition unit 21 is sent to a transmission signal processing unit 23 as a first signal processing unit, and the output signal of the reflection signal acquisition unit 22 is a reflection signal processing unit 24 as a second signal processing unit. Sent to. The transmission signal processing unit 23 performs various feature amount calculations described later based on the electrical signal (transmission light signal) obtained from the transmission signal acquisition unit 21, and the reflection signal processing unit 24 obtains from the reflection signal acquisition unit 22. Based on the electric signal (reflected light signal), various feature amount calculations described later are performed.

透過信号処理部23および反射信号処理部24の各出力は、それぞれ総合処理手段としての総合処理部25に送られる。総合処理部25は、透過光信号の演算結果と反射光信号の演算結果を基に、さらに総合的に後述する1つあるいは複数の処理・演算を行なう。   The outputs of the transmission signal processing unit 23 and the reflection signal processing unit 24 are sent to a total processing unit 25 as a total processing unit. The total processing unit 25 further performs one or more processes / calculations, which will be described later, based on the calculation result of the transmitted light signal and the calculation result of the reflected light signal.

総合処理部25の出力は、真偽判別手段としての真偽判別部26に送られる。真偽判別部26は、総合処理部25から得られる処理・演算結果を基に当該紙葉類の真偽を判別する。   The output of the integrated processing unit 25 is sent to the authenticity determination unit 26 as authenticity determination means. The authenticity determination unit 26 determines the authenticity of the paper sheet based on the processing / calculation results obtained from the general processing unit 25.

次に、このような構成において、図5に示すフローチャートを参照して第1の実施の形態に係る処理の流れについて説明する。
図1に示した紙葉類10に対して透過信号取得部21から得られる透過光信号(透過画像)は図3(a)に示すような透過画像とになり、この透過画像を透過入力画像pt(x,y)とする。透過信号処理部23では、図6(a)に示すように、この透過入力画像pt(x,y)に対して、あらかじめ真正な紙葉類から得られるパールインキの印刷部13があると期待される領域Eと、パールインキの印刷部13がないと期待される領域Fをそれぞれ設定するものとする。
Next, the flow of processing according to the first embodiment in such a configuration will be described with reference to the flowchart shown in FIG.
A transmission light signal (transmission image) obtained from the transmission signal acquisition unit 21 with respect to the paper sheet 10 shown in FIG. 1 becomes a transmission image as shown in FIG. 3A, and this transmission image is converted into a transmission input image. Let pt (x, y). In the transmission signal processing unit 23, as shown in FIG. 6A, it is expected that there is a pearl ink printing unit 13 obtained in advance from a genuine paper sheet for the transmission input image pt (x, y). It is assumed that a region E to be printed and a region F expected to have no pearl ink printing unit 13 are set.

また、図1に示した紙葉類10に対して反射信号取得部22から得られる反射光信号(反射画像)は図4(a)に示すような反射画像とになり、この反射画像を反射入力画像pr(x,y)とする。反射信号処理部24では、図6(b)に示すように、この反射入力画像pr(x,y)に対して、あらかじめ真正な紙葉類から得られるパールインキの印刷部13があると期待される領域Eと、パールインキの印刷部13がないと期待される領域Fをそれぞれ設定するものとする。   Further, the reflected light signal (reflected image) obtained from the reflected signal acquisition unit 22 with respect to the paper sheet 10 shown in FIG. 1 becomes a reflected image as shown in FIG. 4A, and this reflected image is reflected. Assume that the input image pr (x, y). In the reflected signal processing unit 24, as shown in FIG. 6B, it is expected that there is a pearl ink printing unit 13 obtained from genuine paper sheets in advance for the reflected input image pr (x, y). It is assumed that a region E to be printed and a region F expected to have no pearl ink printing unit 13 are set.

まず、透過信号処理部23、反射信号処理部24は、透過入力画像pt(x,y)、反射入力画像pr(x,y)について、下記数1に示す演算を行なうことにより、領域Eおよび領域Fの明るさの透過積分値ITE、ITF、反射積分値IRE、IRFをそれぞれ求める(ステップS1,S2)。

Figure 0004828882
First, the transmission signal processing unit 23 and the reflection signal processing unit 24 perform the calculation shown in the following Equation 1 on the transmission input image pt (x, y) and the reflection input image pr (x, y), thereby obtaining the regions E and The transmission integral values I TE and I TF and the reflection integral values I RE and I RF of the brightness of the region F are obtained (steps S1 and S2).
Figure 0004828882

次に、透過信号処理部23、反射信号処理部24は、下記数2に示す演算を行なうことにより、透過入力画像pt(x,y)、反射入力画像pr(x,y)を、真正な紙葉類からあらかじめ得られる透過2値化スライスレベルθtBIN、反射2値化スライスθrBINに対して2値化することにより、図3(b)に示す透過2値化画像bt(x,y)、図4(b)に示す反射2値化画像br(x,y)に変換する(ステップS3,S4)。

Figure 0004828882
Next, the transmission signal processing unit 23 and the reflection signal processing unit 24 perform the calculation shown in the following equation 2 to make the transmission input image pt (x, y) and the reflection input image pr (x, y) authentic. By binarizing the transmission binarized slice level θ tBIN and the reflection binarized slice θ rBIN obtained in advance from the paper sheet, the transmission binarized image bt (x, y shown in FIG. 3B) is obtained. ), And converted into a reflected binary image br (x, y) shown in FIG. 4B (steps S3 and S4).
Figure 0004828882

次に、総合処理部25は、まず、得られた2値化画像bt(x,y)およびbr(x,y)に対して、下記数3に示す排他的論理和の演算を行なうことにより、図7に示すようなパールインキ印刷部抽出画像pl(x,y)に変換する(ステップS5)。

Figure 0004828882
Next, the general processing unit 25 first performs an exclusive OR operation represented by the following Equation 3 on the obtained binarized images bt (x, y) and br (x, y). 7 is converted into a pearl ink print portion extracted image pl (x, y) as shown in FIG. 7 (step S5).
Figure 0004828882

次に、総合処理部25は、先に得られた各積分値ITE、ITF、IRE、IRFから、下記数4に示す演算を行なうことにより、比較値(ITF−ITE)、(ITE/ITF)、(IRF−IRE)、(IRE/IRF)、(IRE−ITE)、(ITE/IRE)をそれぞれ求める(ステップS6)。

Figure 0004828882
Next, the total processing unit 25 performs a calculation shown in the following equation 4 from each of the previously obtained integral values I TE , I TF , I RE , and I RF , thereby comparing the value (I TF −I TE ). , (I TE / I TF ), (I RF -I RE ), (I RE / I RF ), (I RE -I TE ), and (I TE / I RE ) are obtained (step S6).
Figure 0004828882

次に、総合処理部25は、下記数5に示す演算を行なうことにより、図8に示すように、ステップS5で得られたパールインキ印刷部抽出画像pl(x,y)に対して、明るさ重心G(Xg、Yg)を求める(ステップS7)。

Figure 0004828882
Next, the overall processing unit 25 performs a calculation shown in the following equation 5 to brighten the pearl ink print portion extracted image pl (x, y) obtained in step S5 as shown in FIG. The center of gravity G (Xg, Yg) is obtained (step S7).
Figure 0004828882

次に、総合処理部25は、下記数6に示す演算を行なうことにより、ステップS5で得られたパールインキ印刷部抽出画像pl(x,y)に対して、暗画素数(パールインキ印刷部の画素数(面積))Aを計数する(ステップS8)。

Figure 0004828882
Next, the total processing unit 25 performs the calculation shown in the following equation 6 to perform the calculation shown in the following formula 6 on the pearl ink printing unit extracted image pl (x, y) obtained in step S5, and the number of dark pixels (pearl ink printing unit). The number of pixels (area)) A is counted (step S8).
Figure 0004828882

次に、総合処理部25は、下記数7に示す演算を行なうことにより、図8に示すように、ステップS5で得られたパールインキ印刷部抽出画像pl(x,y)に対して、射影パターンPy(x)、Px(y)をそれぞれ求める(ステップS9)。

Figure 0004828882
Next, the general processing unit 25 performs a calculation on the pearl ink print portion extracted image pl (x, y) obtained in step S5 as shown in FIG. Patterns Py (x) and Px (y) are obtained (step S9).
Figure 0004828882

次に、総合処理部25は、下記数8に示す演算を行なうことにより、図8に示すように、ステップS9で求めた射影パターンPy(x)、Px(y)に対して、それぞれX方向長さLx、Y方向長さLyを算出する(ステップS10)。

Figure 0004828882
Next, the general processing unit 25 performs the calculation shown in the following equation 8 to perform the X direction for the projection patterns Py (x) and Px (y) obtained in step S9 as shown in FIG. The length Lx and the Y direction length Ly are calculated (step S10).
Figure 0004828882

次に、総合処理部25は、あらかじめ透過光信号の真正な参照パターン(基準画像)r(x,y)を準備しておき、下記数9に示す演算のように、パールインキ印刷部抽出画像pl(x,y)とのパターンマッチング処理を行なうことにより、類似度Sを算出する(ステップS11)。

Figure 0004828882
Next, the total processing unit 25 prepares a genuine reference pattern (standard image) r (x, y) of the transmitted light signal in advance, and extracts the pearl ink printing unit extracted image as shown in the following equation (9). Similarity S is calculated by performing pattern matching processing with pl (x, y) (step S11).
Figure 0004828882

次に、真偽判別部26は、透過信号処理部23、反射信号処理部24および総合処理部25で得られた種々の特徴量、すなわち、たとえば、明るさの積分値ITE、ITF、IRE、IRF、各積分値の比較値(ITF−ITE)、(ITE/ITF)、(IRF−IRE)、(IRE/IRF)、(IRE−ITE)、(ITE/IRE)、明るさ重心G(Xg、Yg)、パールインキ印刷部の画素数(面積)A、X方向長さLx、Y方向長さLy、および、類似度Sに対して、それぞれ真正なデータに基づきあらかじめ求められた同特徴の基準値との比較照合を行なうことにより、適正性を判定し、最終的な当該紙葉類10に対する真偽判別を行なう。 Next, the true / false determination unit 26 performs various feature amounts obtained by the transmission signal processing unit 23, the reflection signal processing unit 24, and the total processing unit 25, that is, for example, brightness integrated values I TE , I TF , I RE , I RF , comparison values (I TF −I TE ), (I TE / I TF ), (I RF −I RE ), (I RE / I RF ), (I RE −I TE) ), (I TE / I RE ), brightness center of gravity G (Xg, Yg), number of pixels (area) A of the pearl ink printing portion, X-direction length Lx, Y-direction length Ly, and similarity S On the other hand, by comparing and collating with the reference value of the same feature obtained in advance based on each authentic data, the appropriateness is determined, and the authenticity determination for the final paper sheet 10 is performed.

次に、第2の実施の形態について説明する。
パールインキによる印刷部を有する紙葉類が有価証券の場合、図1に示されるパールインキ印刷部を含む各印刷部の図柄が決まっている場合があり、それらを限定的に検査する場合には、より簡素な構成で実現可能である。このような場合に適用されるのが第2の実施の形態である。
Next, a second embodiment will be described.
In the case where paper sheets having a pearl ink printing part are securities, the design of each printing part including the pearl ink printing part shown in FIG. 1 may be determined. It can be realized with a simpler configuration. The second embodiment is applied to such a case.

図9は、第2の実施の形態に係る紙葉類の真偽判別装置の構成を概略的に示すものである。第2の実施の形態の第1の実施の形態(図2)と異なる点は、反射信号取得部22、反射信号処理部24および総合処理部25が削除された点にあり、それ以外の部分は第1の実施の形態と同様であるので説明は省略する。   FIG. 9 schematically shows the configuration of a paper sheet authenticity determination apparatus according to the second embodiment. The second embodiment is different from the first embodiment (FIG. 2) in that the reflected signal acquisition unit 22, the reflected signal processing unit 24, and the total processing unit 25 are deleted, and the other parts. Since this is the same as in the first embodiment, description thereof is omitted.

次に、このような構成において、図10に示すフローチャートを参照して第2の実施の形態に係る処理の流れについて説明する。
図1に示した紙葉類10に対して透過信号取得部21から得られる透過光信号(透過画像)は図6(a)に示すような透過画像とになり、この透過画像を透過入力画像p(x,y)とする。透過信号処理部23では、図6(a)に示すように、この透過入力画像p(x,y)に対して、あらかじめ真正な紙葉類から得られるパールインキの印刷部13があると期待される領域Eと、パールインキの印刷部13がないと期待される領域Fをそれぞれ設定するものとする。
Next, the flow of processing according to the second embodiment in such a configuration will be described with reference to the flowchart shown in FIG.
A transmission light signal (transmission image) obtained from the transmission signal acquisition unit 21 with respect to the paper sheet 10 shown in FIG. 1 becomes a transmission image as shown in FIG. 6A, and this transmission image is converted into a transmission input image. Let p (x, y). In the transmission signal processing unit 23, as shown in FIG. 6A, it is expected that there is a pearl ink printing unit 13 obtained in advance from a genuine paper sheet for the transmission input image p (x, y). It is assumed that a region E to be printed and a region F expected to have no pearl ink printing unit 13 are set.

まず、透過信号処理部23は、透過入力画像p(x,y)について、前記数1に示す演算を行なうことにより、領域Eおよび領域Fの明るさの透過積分値I、Iをそれぞれ求める(ステップS21)。 First, the transmission signal processing unit 23 performs the calculation shown in Equation 1 on the transmission input image p (x, y) to obtain the transmission integral values I E and I F of the brightness of the region E and the region F , respectively. Obtained (step S21).

次に、透過信号処理部23は、ステップS21で得られた各積分値I、Iから、下記数10に示す演算を行なうことにより、比較値(I−I)、(I/I)をそれぞれ求める(ステップS22)。

Figure 0004828882
Then, the transmission signal processing unit 23, the integrated value I E obtained in step S21, the I F, by performing a calculation shown in the following Expression 10, the comparative value (I F -I E), ( I E / I F ) is obtained (step S22).
Figure 0004828882

次に、透過信号処理部23は、前記数2に示す演算を行なうことにより、透過入力画像p(x,y)を、真正な紙葉類からあらかじめ得られる透過2値化スライスレベルθBINに対して2値化することにより、図3(b)に示す透過2値化画像b(x,y)に変換する(ステップS23)。 Next, the transmission signal processing unit 23 performs the calculation shown in Equation 2 above to convert the transmission input image p (x, y) to a transmission binarized slice level θ BIN obtained in advance from a genuine paper sheet. On the other hand, by binarizing, it is converted into a transmission binary image b (x, y) shown in FIG. 3B (step S23).

次に、透過信号処理部23は、紙葉類10の図柄が一定であるため、パールインキ印刷部があると期待される領域が既知であるので、それに基づくマスクパターンをあらかじめ用意しておき、ステップS23で選られた透過2値化画像b(x,y)に対してマスクすることで、パールインキ印刷部抽出画像pl(x,y)を生成する(ステップS24)。   Next, since the pattern of the paper sheet 10 is constant, the transmission signal processing unit 23 has a known area where the pearl ink printing unit is expected, so a mask pattern based on it is prepared in advance. By masking the transmission binarized image b (x, y) selected in step S23, a pearl ink print portion extracted image pl (x, y) is generated (step S24).

次に、透過信号処理部23は、前記数5に示す演算を行なうことにより、図8に示すように、ステップS24で得られたパールインキ印刷部抽出画像pl(x,y)に対して、明るさ重心G(Xg、Yg)を求める(ステップS25)。   Next, the transmission signal processing unit 23 performs the calculation shown in Equation 5 above, and as shown in FIG. 8, for the pearl ink printing unit extracted image pl (x, y) obtained in step S24, The brightness center of gravity G (Xg, Yg) is obtained (step S25).

次に、透過信号処理部23は、前記数6に示す演算を行なうことにより、ステップS24で得られたパールインキ印刷部抽出画像pl(x,y)に対して、暗画素数(パールインキ印刷部の画素数(面積))Aを計数する(ステップS26)。   Next, the transmission signal processing unit 23 performs the calculation shown in the above equation 6 to perform the number of dark pixels (pearl ink printing) on the pearl ink printing unit extracted image pl (x, y) obtained in step S24. The number of pixels (area) A is counted (step S26).

次に、透過信号処理部23は、前記数7に示す演算を行なうことにより、図8に示すように、ステップS24で得られたパールインキ印刷部抽出画像pl(x,y)に対して、射影パターンPy(x)、Px(y)をそれぞれ求める(ステップS27)。   Next, the transmission signal processing unit 23 performs the calculation shown in Equation 7 above, and as shown in FIG. 8, for the pearl ink printing unit extracted image pl (x, y) obtained in step S24, Projection patterns Py (x) and Px (y) are obtained (step S27).

次に、透過信号処理部23は、前記数8に示す演算を行なうことにより、図8に示すように、ステップS27で求めた射影パターンPy(x)、Px(y)に対して、それぞれX方向長さLx、Y方向長さLyを算出する(ステップS28)。   Next, the transmission signal processing unit 23 performs the calculation shown in Equation 8 above, so that the projection patterns Py (x) and Px (y) obtained in Step S27 are each X as shown in FIG. The direction length Lx and the Y direction length Ly are calculated (step S28).

次に、透過信号処理部23は、あらかじめ透過光信号の真正な参照パターン(基準画像)r(x,y)を準備しておき、前記数9に示す演算のように、パールインキ印刷部抽出画像pl(x,y)とのパターンマッチング処理を行なうことにより、類似度Sを算出する(ステップS29)。   Next, the transmission signal processing unit 23 prepares a genuine reference pattern (standard image) r (x, y) of the transmission light signal in advance, and extracts the pearl ink printing unit as in the calculation shown in Equation 9 above. Similarity S is calculated by performing pattern matching processing with the image pl (x, y) (step S29).

次に、真偽判別部26は、透過信号処理部23で得られた種々の特徴量、すなわち、たとえば、明るさの積分値I、I、各積分値の比較値(I−I)、(I/I)、明るさ重心G(Xg、Yg)、パールインキ印刷部の画素数(面積)A、X方向長さLx、Y方向長さLy、および、類似度Sに対して、それぞれ真正なデータに基づきあらかじめ求められた同特徴の基準値との比較照合を行なうことにより、適正性を判定し、最終的な当該紙葉類10に対する真偽判別を行なう。 Next, the authenticity determination unit 26 performs various feature amounts obtained by the transmission signal processing unit 23, that is, for example, brightness integration values I E and I F , and comparison values (I F −I) of the integration values. E ), (I E / I F ), brightness center of gravity G (Xg, Yg), number of pixels (area) A of the pearl ink printing portion, X-direction length Lx, Y-direction length Ly, and similarity S On the other hand, by comparing and collating with the reference value of the same feature obtained in advance based on the respective authentic data, the appropriateness is determined, and the authenticity determination for the final paper sheet 10 is performed.

このように、パールインキの特徴は前述した特徴の他に、近赤外光領域において、反射光量が大きく、透過光量が少ないことを特徴としている。そこで、上記実施の形態においては、近赤外光領域に感度を有する透過光学系あるいは透過光学系と反射光学系との両方の光学手段を構成し、得られる紙葉類の透過光信号あるいは透過光信号と反射光信号との両方の信号に対して、光量、パターンの違いを検出することによりパールインキ特徴の有無を判断し、紙葉類の真偽判別を行なうものである。これにより、パールインキによる印刷部を有した紙葉類に対して、パールインキの赤外光学特性を限定的に捉えて、簡易な構成で、大量かつ高速に真偽判別することが可能となる。   Thus, in addition to the features described above, the pearl ink is characterized by a large amount of reflected light and a small amount of transmitted light in the near-infrared light region. Therefore, in the above embodiment, a transmission optical system having sensitivity in the near-infrared light region or both optical means of the transmission optical system and the reflection optical system are configured, and the transmitted light signal or transmission of the obtained paper sheet is obtained. The presence / absence of pearl ink characteristics is determined by detecting the difference in light quantity and pattern for both the optical signal and the reflected light signal, and the authenticity of the paper sheet is determined. As a result, for paper sheets having a printing portion made of pearl ink, the infrared optical characteristics of pearl ink can be grasped in a limited manner, and authenticity can be determined in large quantities and at high speed with a simple configuration. .

なお、透過信号取得部21および反射信号取得部22は、読取位置Dで紙葉類10のパールインキ印刷部13が通過する位置に配置される単一の受光素子で1次元信号を取得することとしてもよい。
また、搬送部30を持たずに、透過信号取得部21および反射信号取得部22を紙葉類10の全域あるいは一部の2次元の信号を取得できるエリアセンサ(カメラ)としてもよい。
また、前述した各特徴量抽出の処理は実施の一形態であり、この例により何ら限定されるものではなく、また、各演算式も説明のための一般式であり、この演算式により何ら限定されるものではない。
また、本発明は、単一で簡易的な紙葉類の真偽判別装置として使用しても、複数の真偽判別機能を有した大規模な真偽判別装置の相補的な一機能として使用してもよい。
The transmission signal acquisition unit 21 and the reflection signal acquisition unit 22 acquire a one-dimensional signal with a single light receiving element disposed at a position where the pearl ink printing unit 13 of the paper sheet 10 passes at the reading position D. It is good.
Alternatively, the transmission signal acquisition unit 21 and the reflection signal acquisition unit 22 may be area sensors (cameras) that can acquire the entire area of the paper sheet 10 or a part of the two-dimensional signal without the transport unit 30.
Further, each feature amount extraction process described above is an embodiment, and is not limited to this example. Each arithmetic expression is also a general expression for explanation, and is limited by this arithmetic expression. Is not to be done.
In addition, the present invention can be used as a complementary function of a large-scale authenticity determination device having a plurality of authenticity determination functions even if it is used as a simple and simple authenticity determination device for paper sheets. May be.

さらに、前記実施の形態では、パールインキにより印刷された印刷部を有した有価証券等の紙葉類の真偽を判別する場合について説明したが、本発明はこれに限定されるものではなく、パールインキと類似する特性を持ったインキにより印刷された印刷部を有した有価証券等の紙葉類の真偽を判別する場合にも同様に適用できる。   Furthermore, in the above embodiment, the case of determining the authenticity of paper sheets such as securities having a printing part printed with pearl ink has been described, but the present invention is not limited to this, The present invention can be similarly applied to the determination of the authenticity of paper sheets such as securities having a printing section printed with ink having characteristics similar to pearl ink.

本発明に係るパールインキによる印刷部を有した有価証券などの紙葉類の一例を示す模式図。The schematic diagram which shows an example of paper sheets, such as securities, which has the printing part by the pearl ink which concerns on this invention. 本発明の第1の実施の形態に係る紙葉類の真偽判別装置の構成を概略的に示す模式図。The schematic diagram which shows schematically the structure of the authenticity determination apparatus of the paper sheets concerning the 1st Embodiment of this invention. 図1の紙葉類に対する透過画像と透過2値化画像の一例を示す図。The figure which shows an example of the permeation | transmission image with respect to the paper sheets of FIG. 図1の紙葉類に対する反射画像と反射2値化画像の一例を示す図。The figure which shows an example of the reflective image with respect to the paper sheets of FIG. 1, and a reflective binarized image. 第1の実施の形態に係る処理の流れについて説明するフローチャート。The flowchart explaining the flow of the process which concerns on 1st Embodiment. 透過画像と反射画像に対する領域設定例を説明する図。The figure explaining the example of a region setting with respect to a transmission image and a reflection image. パールインキ印刷部抽出画像の一例を示す図。The figure which shows an example of a pearl ink printing part extraction image. 図7のパールインキ印刷部抽出画像に対する射影パターンの一例を示す図。The figure which shows an example of the projection pattern with respect to the pearl ink printing part extraction image of FIG. 本発明の第2の実施の形態に係る紙葉類の真偽判別装置の構成を概略的に示す模式図。The schematic diagram which shows schematically the structure of the authenticity determination apparatus of the paper sheets concerning the 2nd Embodiment of this invention. 第2の実施の形態に係る処理の流れについて説明するフローチャート。The flowchart explaining the flow of the process which concerns on 2nd Embodiment.

符号の説明Explanation of symbols

10…紙葉類(有価証券)、11…赤外吸収がない印刷部、12…赤外吸収がある印刷部、13…パールインキにより印刷された印刷部、30…搬送部(搬送手段)、D…読取位置、20…光源、21…透過信号取得部(第1の信号取得手段)、22…反射信号取得部(第2の信号取得手段)、23…透過信号処理部(第1の信号処理手段)、24…反射信号処理部(第2の信号処理手段)、25…総合処理部(総合処理手段)、26…真偽判別部(真偽判別手段)。   DESCRIPTION OF SYMBOLS 10 ... Paper sheets (securities), 11 ... Printing part without infrared absorption, 12 ... Printing part with infrared absorption, 13 ... Printing part printed with pearl ink, 30 ... Conveying part (conveying means), D: Reading position, 20: Light source, 21: Transmission signal acquisition unit (first signal acquisition unit), 22: Reflection signal acquisition unit (second signal acquisition unit), 23: Transmission signal processing unit (first signal) Processing means), 24... Reflection signal processing section (second signal processing means), 25... Comprehensive processing section (total processing means), 26.

Claims (4)

目視角度により光沢や干渉色を発するインキにより印刷された印刷部を有した紙葉類の印刷面に対し赤外光あるいは赤外波長域を含む光を照射する光源と、
この光源の光照射による前記紙葉類からの透過光を受光して電気信号に変換する第1の信号取得手段と、
この第1の信号取得手段から得られる電気信号に基づき特徴量演算を行なうことにより透過光量および透過光パターンの特徴量を求める第1の処理手段と、
前記光源の光照射による前記紙葉類からの反射光を受光して電気信号に変換する第2の信号取得手段と、
この第2の信号取得手段から得られる電気信号に基づき特徴量演算を行なうことにより反射光量および反射光パターンの特徴量を求める第2の処理手段と、
前記第1、第2の処理手段から得られる各特徴量を、あらかじめ真正なデータに基づき求められた同特徴量の基準値と比較照合することにより当該紙葉類の真偽を判別する判別手段と、
を具備したことを特徴とする紙葉類の真偽判別装置。
A light source that irradiates infrared light or light including an infrared wavelength region on a printing surface of a paper sheet having a printed portion printed with ink that emits gloss or interference color depending on a viewing angle;
First signal acquisition means for receiving transmitted light from the paper sheet by light irradiation of the light source and converting it into an electrical signal;
First processing means for obtaining a transmitted light amount and a feature quantity of a transmitted light pattern by performing a feature quantity calculation based on an electrical signal obtained from the first signal acquisition means ;
Second signal acquisition means for receiving reflected light from the paper sheet by light irradiation of the light source and converting it into an electrical signal;
Second processing means for obtaining a reflected light amount and a reflected light pattern feature quantity by performing a feature quantity calculation based on the electrical signal obtained from the second signal acquisition means ;
Discriminating means for discriminating the authenticity of the paper sheet by comparing each feature quantity obtained from the first and second processing means with a reference value of the feature quantity obtained in advance based on authentic data. When,
An apparatus for discriminating authenticity of paper sheets, comprising:
前記紙葉類を読取位置に順次搬送する搬送手段を有し、
前記第1、第2の信号取得手段は、前記読取位置において前記紙葉類の搬送に同期して電気信号を逐次取得することを特徴とする請求項記載の紙葉類の真偽判別装置。
Transport means for sequentially transporting the paper sheets to a reading position;
Said first and second signal acquisition means according to claim 1 authenticity discrimination device of the sheet of, wherein the sequentially acquiring the electrical signal in synchronization with the conveyance of the paper sheet at the reading position .
前記第1、第2の信号取得手段は、前記読取位置において前記紙葉類の搬送方向に対して直交方向にライン状に配設された複数の受光素子からなり、ラインごとの電気信号を前記紙葉類の搬送に同期して逐次取得することにより2次元の信号を得ることを特徴とする請求項記載の紙葉類の真偽判別装置。 The first and second signal acquisition means are composed of a plurality of light receiving elements arranged in a line in a direction orthogonal to the conveyance direction of the paper sheet at the reading position, authenticity discriminating apparatus of a sheet according to claim 1, wherein the obtaining a two-dimensional signal by sequentially obtained in synchronization with the conveyance of the paper sheet. 前記目視角度により光沢や干渉色を発するインキとはパールインキのことである請求項記載の紙葉類の真偽判別装置。 The viewing angle by luster and interference color authenticity discrimination device of the sheet of claim 1 wherein is that the pearl ink and ink that emits.
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