JP4487086B2 - Printed material having a set pattern for continuous tone expression and its authenticity determination method - Google Patents

Printed material having a set pattern for continuous tone expression and its authenticity determination method Download PDF

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JP4487086B2
JP4487086B2 JP2003194031A JP2003194031A JP4487086B2 JP 4487086 B2 JP4487086 B2 JP 4487086B2 JP 2003194031 A JP2003194031 A JP 2003194031A JP 2003194031 A JP2003194031 A JP 2003194031A JP 4487086 B2 JP4487086 B2 JP 4487086B2
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graphic element
pattern
line
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authenticity
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JP2005028645A (en
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俊弘 木村
正人 木内
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独立行政法人 国立印刷局
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B42BOOKBINDING; ALBUMS; FILES; SPECIAL PRINTED MATTER
    • B42DBOOKS; BOOK COVERS; LOOSE LEAVES; PRINTED MATTER CHARACTERISED BY IDENTIFICATION OR SECURITY FEATURES; PRINTED MATTER OF SPECIAL FORMAT OR STYLE NOT OTHERWISE PROVIDED FOR; DEVICES FOR USE THEREWITH AND NOT OTHERWISE PROVIDED FOR; MOVABLE-STRIP WRITING OR READING APPARATUS
    • B42D25/00Information-bearing cards or sheet-like structures characterised by identification or security features; Manufacture thereof
    • B42D25/20Information-bearing cards or sheet-like structures characterised by identification or security features; Manufacture thereof characterised by a particular use or purpose
    • B42D25/29Securities; Bank notes
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B42BOOKBINDING; ALBUMS; FILES; SPECIAL PRINTED MATTER
    • B42DBOOKS; BOOK COVERS; LOOSE LEAVES; PRINTED MATTER CHARACTERISED BY IDENTIFICATION OR SECURITY FEATURES; PRINTED MATTER OF SPECIAL FORMAT OR STYLE NOT OTHERWISE PROVIDED FOR; DEVICES FOR USE THEREWITH AND NOT OTHERWISE PROVIDED FOR; MOVABLE-STRIP WRITING OR READING APPARATUS
    • B42D25/00Information-bearing cards or sheet-like structures characterised by identification or security features; Manufacture thereof
    • B42D25/30Identification or security features, e.g. for preventing forgery
    • B42D25/337Guilloche patterns
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
    • G07D7/003Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency using security elements
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
    • G07D7/005Testing security markings invisible to the naked eye, e.g. verifying thickened lines or unobtrusive markings or alterations
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
    • G07D7/06Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency using wave or particle radiation
    • G07D7/12Visible light, infrared or ultraviolet radiation
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
    • G07D7/20Testing patterns thereon
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
    • G07D7/20Testing patterns thereon
    • G07D7/2008Testing patterns thereon using pre-processing, e.g. de-blurring, averaging, normalisation or rotation
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
    • G07D7/20Testing patterns thereon
    • G07D7/2016Testing patterns thereon using feature extraction, e.g. segmentation, edge detection or Hough-transformation

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  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Security & Cryptography (AREA)
  • Health & Medical Sciences (AREA)
  • Toxicology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Credit Cards Or The Like (AREA)
  • Printing Methods (AREA)
  • Inspection Of Paper Currency And Valuable Securities (AREA)

Description

【0001】
【発明の属する技術分野】
本発明は、図録、図鑑等の美術印刷及びパスポート、有価証券、カード、貴重印刷物等の偽造防止及び改ざん防止が必要であり、又、意匠性が要望される印刷物の象徴的な線画形成体から成る図柄(模様)とその印刷物に関するものである。
【0002】
【従来の技術】
印刷物上で図柄の連続階調の表現は、印刷物上の印刷色を点(断線)及び線等の微細図形群で図柄を構成し、前記微細図形の形状及び大きさを図柄の連続階調の濃度に従って制御しているものである。連続階調の表現には、網点等の正多角形配列から成る微細構成素子群で構成するスクリーン連続階調表現と、図柄中のモティーフのアウトラインや模様等を絵画的な点(断線)及び細線で構成する線画階調表現方法がある。
【0003】
前記絵画的な点(断線)及び細線で構成する線画階調表現方法は、人物、風景、物体、模様等の任意のモティーフを、デッサン的描画手法を用いて図柄の明暗(連続階調)や質感を表現するため、図柄中の点(断線)及び細線が交差したり輻輳したりするなど、印刷物上で画線形状及び配置が複雑な様相となる。従って前記絵画的な点(断線)及び線で構成する線画階調表現方法は、図案的意図を反映させることができる絵画技法である。主な表現方法としては、画線が「線」の場合、画線幅や画線の配置する粗密で図柄の濃度を表現することができる。又、画線が「点」の場合、点の大きさによって図柄の濃度を表現したり、点の粗密によっても図柄の濃度を表現することができる。本明細書では、前記絵画技法を線点描画法と称する。
【0004】
先ず、線点描画法を図を用いて具体的に説明する。例えば、図1に示すような立体的なモティーフを線点描画法で表した場合、図1(b)の線点群のように表現することができる。このように、線点描画法によって点(断線)及び細線で構成する画線を複雑化した画線を有する印刷物は、銀行券のように偽造防止を重要とする場合、主に著名人の肖像の階調表現方法として用いられている。また、更に、線点描画法は、一般的に美術を学んだ者の精神活動によって達成されるものであり、絵画的感性の優れた者ほど高い美術表現を可能にできる。
【0005】
又、線点描画法は、画線が複雑化を奏することにより印刷物からの複製を困難にできる。又、人間の視覚で認識できる大きさ画線であることから、市場流通過程において、一般人が目視で偽物であるか否かを分類できる。これにより、証券印刷物等のデザインにおいて世界的に広く用いられていると同時に、金銭的価値を有する印刷物の技法として古くから用いられている。現在でも一般的に高級感を印象づけるデザインとして重要な模様となっており、銀行券、株券、債券等の有価証券、各種証明書及び重要書類等の印刷物において、線点描画法による模様はデザイン上欠かすことのできない模様となっている。
しかし、今日ではカラー複写機の高機能化及びDTP(デスクトップパブリッシング)技術の高度化によって、線点描画法であっても大まかな模様を再現できるので、図1(b)に示すような図柄も偽造防止策として十分ではない。
【0006】
このような問題の解決法の一つとして、大量且つ高速処理できる機械読み取り検査方法が広く採用されている。ただし、今日の印刷物の機械読み取り検査方法は、磁性インキ、赤外線反射吸収インキ、蛍光インキ等の機能性インキや、印刷媒体を形成する繊維、材質、薬品類等による素材を検知するといったこれらの技術は、人間に感知できない特定の電磁波等に起因するものであり、印刷物を作製する上で材料適性に依存するものが多く、生産コスト面において経済性の見合う製品にしか付与することができない。
【0007】
そこで、本発明者らは、「真偽判別可能な印刷物及び判別方法、並びに該印刷物への情報の埋め込み方法」(特願2001−1519)及び「真偽判別可能な印刷物及び判別方法、並びに該印刷物への情報の埋め込み方法」(特願2002−50606)により、地紋、彩紋模様のような自由な曲線群から成る印刷画線を、機械的に識別することを特徴とする印刷物を既に出願している。しかし、これらの発明は人間の視覚で認識できないほど画線を細分化して適用するものであり、また、更に細分化した画線において数値的な機械的規則に基づいて配置することによってのみ効果を発揮する発明である。
【0008】
即ち、上段にて記した特許は、線点描画法のように人間の視覚で認識できるものに適用する技術ではない。また、上段にて記した特許の機械的規則は、線点描画法による模様には存在していない。
図2に点線描画法による模様の一例である。図2中の円内に示す拡大図のように、線点描画法による模様では立体的なモティーフを絵画的に表現する連続階調の中に、点の配置が線の属性に異存した周期d1及び周期d2の規則性が見られる。点線描画法による模様の規則性を更に詳しく説明すると、およそ図3に示すような線及び点の集合模様Lとなる。即ち、絵画的な連続階調の中に周期d 1及び周期d2があり、更に周期d1及び周期d2の距離は定数ではなく、隣り合う周期の距離から連続的に変化し、線間距離及び点間距離の比は、隣接する周期上にある線間距離及び点間距離と近似した比をもって保たれているものの、絵画的表現の中で任意に変化する。従って、一見すると規則性があるかの如く感じる線点描画法の模様も、一部の表現(空、水面、建物の壁等)を除いて、線間距離、点間距離共に数値的な均一性は無く、上段にて記した特許にある機械読み取りに適する要素には成りえない。
【0009】
又、本発明者らは、線点描画法の特徴から「連続階調表現用集合模様」(特願平11−23738)により、交互に配置し、ハイライト部が点(断線)、中間部からシャドウ部が線で表現した第1の画線群と、前記第1の画線群に対して任意の角度をもって交差しながら且つ交互に配置し、更に中間部から始まりシャドウ部にかけて点又は線で表現する第2の画線群と、前記第1の画線群及び前記第2の画線群に重ならないように配置した点又は線で表現する第3の画線群で構成した連続階調表現用集合模様を出願している。また、更にコンピュータを用いて実現する「連続階調表現用集合模様の作成方法」(特願平11−23737)により、デジタル画像データから抽出した濃度情報から、スクリーン形状データをもとに生成した点及び線の組み合わせで構成した幾何学図形の集合模様において、前記デジタル画像データ中のスクリーン形状データを追加又、は書き換えることにより、元となる前記デジタル画像データの画像形式及び解像度を一切変えることなく、点及び線の組合せで構成した幾何学図形の集合模様を作成することを特徴とする階調表現用集合模様の作成方法を出願している。
【0010】
しかし、上段にて記した特許は、線及び点の距離が全て模様の基本周期の範囲内で固定されているため、機械読み取り検査方法に適する冗長度を備えた模様構成になっておらず、あくまでも印刷物の階調表現用集合模様に関する発明である。
従って、材料適性に依存しない偽造、変造防止方法で、銀行券、株券、債券等の有価証券、各種証明書及び重要書類等に適する機械読み取り検査用の階調表現用集合模様及び真偽判別方法が望まれている。
【0011】
【発明が解決しようとする課題】
本発明は上述の点に鑑みなされたもので、証券用線画等から構成されている証券類等の芸術性を損なうことなく、人間が視覚で認識できる図形要素に適用でき、且つ知覚的に認識できない変調を与えることにより、その美術的な効果を損なうことなく印刷物を真偽判別することを目的としている。
【0012】
【課題を解決するための手段】
本発明は、線構成の画線から成る図形要素1と、図形要素1と交互に配置した点又は点線構成の画線から成る図形要素2とが、同一印刷面上に複数本印刷されている印刷物であり、図形要素2の点間隔が所定の間隔値を有し、図形要素1の線幅と、図形要素2の大きさが、どちらか一方若しくは両方とも同一印刷面上で連続的に変化していることを特徴とする連続階調表現用集合模様を有する印刷物である。
【0013】
本発明は、図形要素2の点又は点線が規則性をもって連続的に配置していることを特徴とする連続階調表現用集合模様を有する印刷物である。
【0014】
本発明は、図形要素1及び図形要素2と交差する線構成の画線若しくは点又は点線構成の画線から成る図形要素3を有することを特徴とする連続階調表現用集合模様を有する印刷物である。
【0015】
本発明は、図形要素3が図形要素2と同じ間隔値をもった点又は点線構成の画線から成ることを特徴とする連続階調表現用集合模様を有する印刷物である。
【0016】
本発明は、一又は二以上の所定のマークを有し、マークの周囲に図形要素1及び図形要素2を配置することを特徴とする連続階調表現用集合模様を有する印刷物である。
【0017】
本発明は、線構成の画線及び点又は点線構成の画線が、同一印刷面上に同一色で印刷していることを特徴とする連続階調表現用集合模様を有する印刷物である。
【0018】
本発明は、一又は二以上の所定のマークと、線構成の画線から成る図形要素1と、図形要素1と交互に配置した点又は点線構成の画線から成る図形要素2と、線構成の画線若しくは点又は点線構成の画線から成る図形要素3とが印刷された印刷物を、デジタル画像データとして画像入力する処理ステップと、デジタル画像データ中の図形要素2若しくは図形要素2と図形要素3の、点又は点線構成の画線から成る点の間隔値を抽出する処理ステップを有し、予め記憶しておいた真製品の間隔値から成る情報と比較することを特徴とする連続階調表現集合模様を有する印刷物の真偽判別方法である。
【0019】
本発明は、デジタル画像データから所定のマークのXY位置座標を抽出する処理ステップと、XY位置座標から切り出し領域を特定する処理ステップとを備え、且つ間隔値を表示する処理ステップを備えていることを特徴とする連続階調表現用集合模様を有する印刷物の真偽判別方法である。
【0020】
本発明は、デジタル画像データにおいて、所定のマークが一個の場合には、特定のマークのXY位置座標の中心に切り出し領域を特定し、特定のマークが二個以上の場合には、個々のマークのXY位置座標から中心位置を求めたXY位置座標に切り出し領域を特定することを特徴とする連続階調表現用集合模様を有する印刷物の真偽判別方法である。
【0021】
【発明の実施の形態】
本発明の実施の形態を実施例に基づいて図面を参照して以下詳細に説明する。
【0022】
(実施例1)
先ず、線点描画法を取り入れた機械読み取り検査用の階調表現用集合模様とその作成方法について説明する。
【0023】
本発明において、肖像のようなモティーフを線点描画法にて表現すると、例えば、図4のような人間の視覚で認識可能な線や点で構成することができる。尚、集合模様Lと肖像の「目」の部分にあたるマークm1及びマークm2がある。図4における線画構成の一例を図5に示す。線点描画法の代表的な表現としては、人間の視覚で認識可能な線構成の画線であって、図形要素1と、図形要素1と交互に配置した点又は点線構成の画線から成る図形要素2と、図形要素1及び図形要素2と交差する図形要素3とがあり、少なくとも図形要素1と図形要素2とが模様の殆どを構成するものである。尚、絵画的な連続階調の中に周期d3及び周期d4があり、更に周期d3及び周期d4の距離は本発明においては無関係である。
【0024】
図形要素1の役割は、基本的な模様全体の濃淡を表すのに用いられ、高い濃度を表現するときは線幅を太く、低い濃度を表現するときは線幅を細くといった、連続的に線幅が変化することによって図柄の濃さを決定するものである。図形要素2の役割は、任意の点間隔を有する点又は点線構成の画線によって、模様の柔らかさや深みといった人間の感覚的側面を補助することを目的としている。また、図形要素2は規則性をもった所定の間隔ddをもって形成した点である。また、図形要素3は必要に応じて模様中に表示し、線構成の画線若しくは点又は点線構成の画線にしてもよい。尚、図形要素3を点又は点線構成の画線にした場合、後の機械読み取りによる真偽判別の精度を高めるため、図形要素2と同じく点の間隔ddを適用してもよい。
【0025】
図形要素2の間隔dd(必要に応じて図形要素3の間隔dd)は、規則性が存在する。この間隔ddによって、人間の視覚では図形要素2及び図形要素3が点の配列であることを容易に認識できるが、知覚レベルでは間隔ddのそのもの距離を認識することはできない。従って、間隔ddのわずかな変調を人間が知覚することはない。
【0026】
この規則性を有する点の間隔ddは、人間が知覚することはなくとも、トポロジー的手段においては分類ができるものである。即ち、印刷物に対してデジタル機器上で点の間隔の相関を分析し、それを印刷物における分類基準として活用するものである。
【0027】
図6は間隔ddの設定フローを示すものである。先ず、線点描画法のデジタル図形データの入力f1を行う。次に、線点描画法のデジタル図形データ中にある図形要素2相当部の選択f2を行う。次に、図形要素2相当部の間隔ddを設定f3する。間隔ddは、任意且つ複数の間隔値を設定することができる。また、点と余白の関係は、常に点と余白の合計値が間隔ddに一致するのであれば、図形要素2の間隔ddの適用処理f4を行う。適用処理f4は、いかなる間隔ddが設定されても、図形要素2(場合によっては図形要素3も含む。)の画線面積率が一定に保たれる処理が施される。次に、線点描画法図のデジタル図形データの出力f5にて機械読み取り用の線点描画法のデジタル図形データを出力する。尚、線点描画法のデジタル図形データの出力物は、レーザー露光出力装置、インクジェット・プリンタ、オンデマンド出力印刷機等で出力できるものであり、デバイス及び媒体に依存するものではない。
【0028】
(実施例2)
次に、線点描画法を取り入れた機械読み取り検査用の階調表現用集合模様における機械読み取りによる真偽判別法について説明する。
【0029】
先ず、機械読み取りによる真偽判別法において最も重要なことは、デジタル画像データ中から真偽判別すべき画像の切り出し範囲を決定することである。本発明は、図7に示すように、デジタル画像データの入力f6処理により真偽判別するため光学式スキャナ等で線点描画法図形の出力物をデジタル画像データとして入力し、テンプレートマッチング等の公知の画像処理手法を用いて、デジタル画像データ中にあるマークのXY位置座標の抽出f7を行い、抽出できたマーク数の「0個」「1個」「2個」によって処理を分岐f8し、抽出できたマークが1つの場合には、マークを中心にデジタル画像データの切り出し領域の特定f9し、抽出できたマークが2つの場合には、2つのマークの中心位置座標を特定したのち、その中心位置座標を中心にデジタル画像データの切り出し領域の特定f9を行うものである。切り出した真偽判別すべきデジタル画像データは、間隔ddの抽出f10を行い、デジタル画像中に含まれる間隔ddの「有り」、「無し」によって処理を分岐f11し、最後に間隔ddの表示f12を行い、真製品の間隔値と比較f13することで処理を終了する。個々の処理については後述にて詳細に説明する。
【0030】
本発明は、主に肖像(人物画)を対象としているものであるから、デジタル画像データの切り出し範囲は顔の部分が中央に配置されることが望ましい。しかし、人の顔形は様々で、描かれる人物毎にデジタル画像データの切り出し範囲を決定しなければならない。そこで、図8(a)に示すように肖像の顔部分Faに注目すると、矢印に示す「目」の部分については、どのような肖像においても略共通の図形と言える。
【0031】
そこで、図7の画像の入力f6によって得たデジタル画像データ中の「目」の部分を見つけることによって、デジタル画像データの切り出し範囲を特定することにした。「目」の部分を抽出する方法としては、例えば、示したテンプレートマッチングと呼ばれる公知の処理で抽出が可能になる。図7のマークの抽出f7で「目」の部分のみをデジタル画像データ中から抽出するには、図8(b)のようなテンプレートtが必要で、テンプレートtは「目」の形に近似するマークmを施している。このテンプレートtは、画像記憶手段にて予め記憶していてあり、記憶してあるテンプレートtとマークmとを照合することによってマークmの抽出が可能になる。
【0032】
マークmの抽出には、マークmが1つの場合と2つの場合の2種類があり、例えば、デジタル画像データの切り出し範囲が1024ピクセル×1024ピクセルのとき、図9(a)のように1つの場合には、図7の分岐f8にてマークmが1つの切り出し領域の特定f9の処理によりXY位置座標からマークm1を中心に四辺の中心に配置するように設定し、図9(b)のように2つの場合には、図7の分岐f8にて中心位置座標の特定f14の処理によりマークm1とマークm2 のXY位置座標から中心位置を求め、図7の切り出し領域の特定f9の処理により、その中心位置が四辺の中心に配置するように設定する。尚、マークm1とマークm2の位置関係で発生する角度θも後処理で重要なものとなるが、これについては後で詳細に説明する。尚、本実施例では「目」として扱ってマークmを2つまでとして説明しているが、必ずしも「目」である必要はなく、「ホクロ」等を含めた3つ以上のマークmを用いて良い。
【0033】
マークmの周囲には図形要素1及び図形要素2を配置することが必須である。線点描画法から成る模様中の図形要素2(必要に応じて図形要素3を含む)を用いている本発明の集合模様は、点線上の点における間隔の規則性というパラメータを有する。図7の間隔ddの抽出f10の処理は、特定の位置あるいは特定方向の相関のみを抽出を行うことでも可能になる。例えば、フーリエ変換と呼ばれる公知の画像処理技術も効果的な方法の一例で、抽出部分をフーリエ変換しても真製品との比較から真偽判別ができる。以下、公知の画像処理技術であるフーリエ変換を用いた場合を例に、間隔ddの抽出方法を具体的に説明する。
【0034】
先ず、意図的に点の間隔ddを設けていないものを比較して、本発明をより詳細に説明する。図10のデジタル画像データPは、点の間隔ddを意図的に設けていない状態の模様を印刷した印刷物を、スキャナ等のデジタル機器で入力して得たビットマップデータである。デジタル画像データPの模様には、図形要素1、図形要素2、図形要素3を設けているが、情報を施すべき図形要素2には、本発明の意図を明確に説明するため、仮に図形要素1と同様に線構成の画線を適用した。
【0035】
図11は、図10のデジタル画像データPをフーリエ変換して得たフーリエ変換パターンである。図11に示すように、デジタル画像データPの図形要素1、図形要素2、図形要素3は、周波数特徴として表すことができる。例えば、図10に示す図形要素1と図形要素2の間隔dbは、デジタル画像データP全体では、間隔dbの距離に部分的な違いがあるものの、間隔dbの位置相関に対応する周波数qbが高い強度となって顕著に表れている。
【0036】
次に、点の間隔を意図的に設けた状態を説明する。図12のデジタル画像データPAは、点の間隔を意図的に設けた状態の模様を印刷した印刷物を、スキャナ等のデジタル機器で入力して得たビットマップデータである。デジタル画像データPAの模様には、図形要素1、図形要素2、図形要素3を設けて、情報を施すべき図形要素2及び図形要素3は、228μmの間隔dd1から成る分断線で構成した。
【0037】
これをフーリエ変換して得られたフーリエ変換パターンは図13に示すとおりである。この図13において図11と比較した場合、間隔dbの相関に対応する周波数qbだけでなく、図形要素2及び図形要素3の間隔dd1の228μmの間隔の相関に対応する周波数qd1が観測される。
【0038】
また、図14のデジタル画像データPAも、点の間隔を意図的に設けた状態の模様を印刷した印刷物を、スキャナ等のデジタル機器で入力して得たビットマップデータである。デジタル画像データPAと同様に、デジタル画像データPBの模様には、図形要素1、図形要素2、図形要素3を設けて、情報を施すべき図形要素2及び図形要素3は、326μmの間隔dd2から成る分断線で構成した。
【0039】
これをフーリエ変換して得られたフーリエ変換パターンは図15に示すとおりである。この図15において図11と比較した場合、間隔dbの相関に対応する周波数qbだけでなく、図形要素2及び図形要素3の間隔dd2の326μmの間隔の相関に対応する周波数qd2が観測される。
【0040】
そして、印刷物読み取時のデジタル画像データP、デジタル画像データPA、デジタル画像データPBの各ビットマップデータに対するフーリエ変換パターンの異方性をなくし一次元で強度を示した場合、若しくは、マークm1とマークm2の中心を直線で結ぶ線上の角度を有した線g、g1、g2上の強度を示した場合、図16のように、デジタル画像データPのフーリエ変換パターン図11の一次元強度gと比較し、デジタル画像データPAのフーリエ変換パターン図13の一次元強度g1、又はデジタル画像データPBのフーリエ変換パターン図13の一次元強度g2では、間隔及び位置相関強度Iによって一定以上の大きな強度を識別することで印刷物の特定が可能となる。即ち、ビットマップデータのフーリエ変換パターンの周波数qd1及び周波数qd2の間隔の相関強度Iqがそれぞれ違っていれば、印刷物を機械的に分類することができる。
【0041】
また、図16のように、フーリエ変換結果の周波数qd1と、周波数qd2夫々の高次の間隔の相関による周波数の影響を受けない場所に設定すると、より真偽判別精度を高めることができる。
【0042】
以上、本発明の実施の形態を実施例に基づいて説明したが、本発明はこのような実施例に限定されるものではなく、特許請求の範囲に記載された技術的事項の範囲内でいろいろな実施例があることは言うまでもない。例えば間隔dbの抽出方法は、図12の画像データPA又は図14の画像データPBを2値画像化し、図形要素2乃至3における点の間隔dbをXY座標の距離で算出する方法もある。従って間隔dbの抽出方法は何ら限定するものではない。
【0043】
【発明の効果】
以上の構成から成る本発明によれば、人間の視覚で認識できる図形要素でありながら、点の間隔を制御することによって知覚的に認識できない変調を与えることにより、印刷物を分類する基準を設けることができる。また、本発明に用いられる画線では、印刷画線の持つ美術的な効果を減じることもない。
【0044】
【図面の簡単な説明】
【図1】立体的なモティーフを線点描画法で表した図である。
【図2】従来の線点描画法による模様を示した図である。
【図3】従来の線点描画法による集合模様Lを示した図である。
【図4】肖像のようなモティーフを線点描画法にて表現した図である。
【図5】本発明の線画構成の一例を示した図である。
【図6】本発明における間隔ddの設定フローを示した図である。
【図7】機械読み取りによる真偽判別フローを示した図である。
【図8】デジタル画像データの切り出し範囲を決定するマークを示した図である。
【図9】デジタル画像データの切り出し範囲を示した図である。
【図10】意図的に点の間隔を設けていない集合模様のデジタル画像データPを示した図である。
【図11】図10のデジタル画像データPをフーリエ変換して得たフーリエ変換パターンを示した図である。
【図12】点の間隔を意図的に設けた集合模様のデジタル画像データPAを示した図である。
【図13】図12のデジタル画像データPAをフーリエ変換して得たフーリエ変換パターンを示した図である。
【図14】点の間隔を意図的に設けた集合模様のデジタル画像データPBを示した図である。
【図15】図14のデジタル画像データPAをフーリエ変換して得たフーリエ変換パターンを示した図である。
【図16】デジタル画像データPのフーリエ変換パターンと、デジタル画像データPAのフーリエ変換パターンと、デジタル画像データPBのフーリエ変換パターンとを、間隔及び位置相関強度Iを比較した図である。
【符号の説明】
1 図形要素1
2 図形要素2
3 図形要素3
d2 周期
d3 周期
d4 周期
b 間隔
d 間隔
d1 間隔
d2 間隔
Fa 顔部分
g マークm1とマークm2の中心を直線で結ぶ線上の角度を有した線
g1 一次元強度
g2 一次元強度
I 位置相関強度
Iq 相関強度
L 集合模様
m マーク
m1 マーク
m2 マーク
P デジタル画像データ
PA デジタル画像データ
PB デジタル画像データ
b 周波数
d1 周波数
d2 周波数
t テンプレート
θ 角度
[0001]
BACKGROUND OF THE INVENTION
The present invention requires art printing such as catalogs, pictorial books, and passports, securities, cards, valuable printed matter, etc., and forgery prevention and tampering prevention. It is related with the pattern (pattern) which consists of, and its printed matter.
[0002]
[Prior art]
The representation of the continuous gradation of the pattern on the printed material is that the printed color on the printed material is composed of a group of fine figures such as dots (disconnections) and lines, and the shape and size of the fine figure is represented by the continuous gradation of the pattern. It is controlled according to the concentration. For continuous tone expression, screen continuous tone expression composed of fine component elements consisting of regular polygonal array such as halftone dots, and the outlines and patterns of motifs in the design, There is a line drawing gradation expression method composed of thin lines.
[0003]
The line drawing gradation expression method composed of the above-mentioned pictorial points (disconnections) and thin lines is a method of drawing an arbitrary motif such as a person, a landscape, an object, a pattern or the like using a drawing-like drawing technique. In order to express the texture, the shape and arrangement of the image line are complicated on the printed matter, for example, the points (disconnection) and the thin lines in the design intersect or converge. Therefore, the line drawing gradation expression method composed of the above-mentioned pictorial points (disconnection) and lines is a painting technique that can reflect the design intention. As a main expression method, when the image line is “line”, the image density can be expressed by the image line width and the density of the image line. When the image line is a “point”, the pattern density can be expressed by the size of the point, and the pattern density can also be expressed by the density of the points. In the present specification, the painting technique is referred to as a line drawing method.
[0004]
First, the line point drawing method will be specifically described with reference to the drawings. For example, when a three-dimensional motif as shown in FIG. 1 is represented by a line drawing method, it can be expressed as a group of line points in FIG. In this way, a printed matter having a drawing line in which the drawing line is composed of dots (disconnections) and thin lines by the line drawing method is mainly used for portraits of celebrities when forgery prevention is important, such as banknotes. This is used as a gradation expression method. Furthermore, the line drawing method is generally achieved by the mental activities of those who have studied art, and a person who has a superior sensibility of painting can make high art expression possible.
[0005]
In addition, the line drawing method makes it difficult to copy from a printed material because the image line becomes complicated. In addition, since it is a size line that can be recognized by human vision, it is possible to classify whether or not a general person is a fake by visual inspection in the market distribution process. As a result, it has been widely used worldwide in the design of securities prints and the like, and at the same time has been used as a technique for prints having a monetary value. Even today, it has become an important pattern as a design that generally gives an impression of luxury, and in the printed matter such as banknotes, stock certificates, securities such as bonds, various certificates and important documents, the pattern by the line drawing method is in the design. It has become an indispensable pattern.
However, today, with the advanced functions of color copiers and the sophistication of DTP (desktop publishing) technology, rough patterns can be reproduced even with the line drawing method. It is not enough as a forgery prevention measure.
[0006]
As one of solutions to such a problem, a machine reading inspection method capable of processing a large amount and at a high speed is widely adopted. However, today's machine-reading inspection method for printed materials uses these technologies to detect functional inks such as magnetic ink, infrared reflection-absorbing ink, and fluorescent ink, and materials such as fibers, materials, and chemicals that form printing media. Is caused by specific electromagnetic waves that cannot be detected by humans, and often depends on material suitability for producing printed matter, and can only be applied to products that are economical in terms of production cost.
[0007]
Therefore, the present inventors have described “a printed matter and discrimination method capable of authenticating authenticity, and a method of embedding information in the printed matter” (Japanese Patent Application No. 2001-1519), “printed matter and discriminating method capable of authenticating authenticity, and Already filed a printed product characterized by mechanically identifying printed lines consisting of a group of free curves such as a background pattern and a colored pattern by “Method of embedding information in printed material” (Japanese Patent Application No. 2002-50606). is doing. However, these inventions are applied by subdividing the lines so that they cannot be recognized by human vision, and the effects are only achieved by arranging the subdivided lines based on numerical mechanical rules. It is an invention to be demonstrated.
[0008]
That is, the patent described in the upper part is not a technique applied to what can be recognized by human vision like the line drawing method. Moreover, the mechanical rules of the patent described in the upper part do not exist in the pattern by the line drawing method.
FIG. 2 shows an example of a pattern by the dotted line drawing method. As shown in the enlarged view in the circle in FIG. 2, in the pattern by the line drawing method, the period d1 in which the arrangement of the points is different from the line attribute in the continuous tone that pictorially represents the three-dimensional motif. And regularity of period d2 is seen. When the regularity of the pattern by the dotted line drawing method is described in more detail, a line and point set pattern L as shown in FIG. 3 is obtained. That is, there are a period d 1 and a period d 2 in a pictorial continuous tone, and the distance between the period d 1 and the period d 2 is not a constant, but continuously changes from the distance between adjacent periods, and the distance between the lines and the point The ratio of the inter-distances is arbitrarily changed in the pictorial expression although it is maintained at a ratio approximate to the distance between lines and the distance between points on adjacent periods. Therefore, the pattern of the line drawing method that seems to be regular at first glance is also numerically uniform in the distance between the lines and the distance between the points, except for some expressions (sky, water surface, building walls, etc.). It cannot be a suitable element for machine reading in the patents listed above.
[0009]
Further, the inventors of the present invention have alternately arranged according to the feature of the line drawing method according to the “collective pattern for continuous tone expression” (Japanese Patent Application No. 11-23738), and the highlight portion is a dot (disconnection), and the intermediate portion. The first image group represented by a line from the shadow portion to the first image line group, and alternately arranged while intersecting the first image line group at an arbitrary angle, and further starting from the intermediate portion to the shadow portion. A second floor group represented by the above and a third floor group represented by points or lines arranged so as not to overlap the first and second line groups. We have applied for a collective pattern for key expression. Further, it is generated based on the screen shape data from the density information extracted from the digital image data by the “method for creating a collective pattern for continuous tone expression” (Japanese Patent Application No. 11-23737) realized by using a computer. In a set of geometric figures composed of combinations of points and lines, the image format and resolution of the original digital image data can be completely changed by adding or rewriting the screen shape data in the digital image data. Rather, an application has been filed for a method for creating a collective pattern for gradation expression, characterized by creating a collective pattern of geometric figures composed of combinations of points and lines.
[0010]
However, in the patent described in the upper part, since the distance between the line and the point is all fixed within the range of the basic period of the pattern, it does not have a pattern configuration with redundancy suitable for the machine reading inspection method. It is an invention related to a collective pattern for gradation expression of printed matter.
Therefore, it is a method for preventing counterfeiting and alteration that does not depend on the material suitability, and it is suitable for banknotes, stock certificates, securities such as bonds, various certificates and important documents, etc. Is desired.
[0011]
[Problems to be solved by the invention]
The present invention has been made in view of the above points, and can be applied to graphic elements that can be recognized visually by humans without deteriorating the artistic properties of securities, etc. composed of line drawings for securities, and perceptually recognized. The purpose is to determine the authenticity of the printed matter without impairing its artistic effect by giving an impossible modulation.
[0012]
[Means for Solving the Problems]
In the present invention, a plurality of graphic elements 1 composed of lines having a line configuration and graphic elements 2 composed of dots alternately arranged with the graphic elements 1 or image lines having a dotted line configuration are printed on the same printing surface. It is a printed matter, and the dot interval of the graphic element 2 has a predetermined interval value, and the line width of the graphic element 1 and the size of the graphic element 2 are continuously changed on the same printing surface. The printed matter has a collective pattern for continuous tone expression.
[0013]
The present invention is a printed matter having a continuous tone expressing collective pattern, characterized in that the dots or dotted lines of the graphic element 2 are continuously arranged with regularity.
[0014]
The present invention is a printed matter having a set pattern for continuous tone expression, characterized in that it has a graphic element 3 composed of lines or dots or lines composed of a dotted line intersecting the graphic elements 1 and 2. is there.
[0015]
The present invention is a printed matter having a continuous tone expression collective pattern, wherein the graphic element 3 is composed of dots having the same interval value as the graphic element 2 or image lines having a dotted line structure.
[0016]
The present invention is a printed matter having a collective pattern for continuous tone expression, which has one or more predetermined marks, and graphic elements 1 and 2 are arranged around the marks.
[0017]
The present invention is a printed matter having a continuous tone expression collective pattern, wherein a line-structured image and a dot or a dotted-line image are printed in the same color on the same printing surface.
[0018]
The present invention relates to a graphic element 1 composed of one or more predetermined marks, line-shaped drawing lines, a graphic element 2 consisting of dots arranged alternately with the graphic elements 1, or line-shaped drawing lines, and a line structure. A processing step of inputting an image as a digital image data on a printed matter on which a graphic element 3 consisting of a line or a dot or a graphic element 3 composed of a dotted line is printed, and the graphic element 2 or the graphic element 2 and the graphic element in the digital image data 3. A continuous tone having a processing step of extracting a point interval value consisting of a point or an image line having a dotted line structure, and comparing with a prestored information consisting of a real product interval value This is a method for determining authenticity of a printed matter having an expression set pattern.
[0019]
The present invention includes a processing step of extracting XY position coordinates of a predetermined mark from digital image data, a processing step of specifying a cutout region from the XY position coordinates, and a processing step of displaying an interval value. The authenticity determination method of the printed matter which has the collective pattern for continuous-tone expression characterized by these.
[0020]
In the digital image data, when there is one predetermined mark in the digital image data, a cutout region is specified at the center of the XY position coordinates of the specific mark, and when there are two or more specific marks, the individual marks This is a method for determining the authenticity of a printed matter having a set pattern for continuous tone expression, characterized in that a cutout region is specified by XY position coordinates obtained by obtaining a center position from XY position coordinates.
[0021]
DETAILED DESCRIPTION OF THE INVENTION
Embodiments of the present invention will be described below in detail with reference to the drawings based on examples.
[0022]
Example 1
First, a collective pattern for gradation expression for machine reading inspection incorporating the line drawing method and a method for creating the same will be described.
[0023]
In the present invention, when a motif like a portrait is expressed by a line drawing method, for example, it can be composed of lines and points that can be recognized by human vision as shown in FIG. There are a mark m1 and a mark m2 corresponding to the “eye” portion of the collective pattern L and the portrait. An example of the line drawing configuration in FIG. 4 is shown in FIG. A typical expression of the line-point drawing method is a line-structured image line that can be recognized by human vision, and is composed of graphic elements 1 and dots arranged alternately with graphic elements 1 or lines of dotted-line structure. There are a graphic element 2 and a graphic element 1 and a graphic element 3 that intersects the graphic element 2, and at least the graphic element 1 and the graphic element 2 constitute most of the pattern. Note that there are a period d3 and a period d4 in the pictorial continuous gradation, and the distance between the period d3 and the period d4 is irrelevant in the present invention.
[0024]
The role of the graphic element 1 is used to express the shade of the entire basic pattern. The line width is continuous when expressing a high density, and the line width is thin when expressing a low density. The darkness of the symbol is determined by changing the width. The role of the graphic element 2 is to assist human sensory aspects such as the softness and depth of the pattern by the points having arbitrary point intervals or the image line having the dotted line configuration. Further, the graphic element 2 is formed at a predetermined interval d d having regularity. Further, the graphic element 3 may be displayed in a pattern as necessary, and may be a line or a dot or a dotted line. When the graphic element 3 is a dot or a dotted line, the dot interval d d may be applied in the same manner as the graphic element 2 in order to improve the accuracy of authenticity determination by subsequent machine reading.
[0025]
Distance d d graphic element 2 (distance d d graphic element 3 as needed), there is regularity. With this distance d d , it can be easily recognized by human vision that the graphic element 2 and the graphic element 3 are an array of points, but at the perception level, the distance d d itself cannot be recognized. Therefore, humans do not perceive slight modulation of the distance d d .
[0026]
The interval d d between the points having regularity can be classified by topological means even if it is not perceived by humans. That is, the correlation of the interval between points is analyzed on a digital device with respect to the printed matter, and this is used as a classification standard for the printed matter.
[0027]
FIG. 6 shows a flow for setting the interval d d . First, input f1 of digital graphic data of the line drawing method is performed. Next, the selection f2 of the graphic element 2 equivalent part in the digital graphic data of the line drawing method is performed. Next, the interval d d of the portion corresponding to the graphic element 2 is set f3. Arbitrary and a plurality of interval values can be set as the interval d d . Also, the relationship between the points and margins, always the sum of the point and the margin is equal to match the spacing d d, performs application processing f4 distance d d of the graphic element 2. The application process f4 is performed so that the line area ratio of the graphic element 2 (including the graphic element 3 in some cases) is kept constant regardless of the interval d d set. Next, the digital graphic data of the line drawing method for machine reading is output at the output f5 of the digital graphic data of the line drawing method diagram. Note that the digital figure data output of the line drawing method can be output by a laser exposure output device, an ink jet printer, an on-demand output printing machine, etc., and does not depend on the device or medium.
[0028]
(Example 2)
Next, a true / false discrimination method by machine reading in a collective pattern for gradation expression for machine reading inspection incorporating a line drawing method will be described.
[0029]
First, the most important thing in the true / false discrimination method by machine reading is to determine the cutout range of the image to be true / false discriminated from the digital image data. In the present invention, as shown in FIG. 7, in order to determine authenticity by digital image data input f6 processing, an output product of a line drawing method figure is input as digital image data by an optical scanner or the like, and template matching or the like is known. XY position coordinates of the mark in the digital image data are extracted f7 using the image processing method of, and the process branches to f8 according to the number of extracted marks “0”, “1”, “2”, When the number of extracted marks is one, the digital image data cut-out area is specified f9 around the mark. When the number of extracted marks is two, the center position coordinates of the two marks are specified, The digital image data cut-out area is specified f9 around the center position coordinate. Digital image data is to be authenticity discrimination cut, subjected to extraction f10 distance d d, "Yes" in the interval d d contained in the digital image, the processing branches f11 by "no", the last interval d d Is displayed and compared with the interval value of the genuine product to complete the process. Each process will be described in detail later.
[0030]
Since the present invention is mainly intended for portraits (portrait), it is desirable that the cutout range of the digital image data is arranged with the face portion at the center. However, human face shapes vary, and the cutout range of digital image data must be determined for each person to be drawn. Accordingly, when attention is paid to the face portion Fa of the portrait as shown in FIG. 8A, the “eye” portion indicated by the arrow can be said to be a substantially common figure in any portrait.
[0031]
Therefore, it is decided to specify the cutout range of the digital image data by finding the “eye” portion in the digital image data obtained by the image input f6 in FIG. As a method of extracting the “eye” portion, for example, extraction can be performed by a known process called template matching shown. In order to extract only the “eye” portion from the digital image data in the mark extraction f7 in FIG. 7, a template t as shown in FIG. 8B is necessary, and the template t approximates the shape of the “eye”. Mark m is given. The template t is stored in advance in the image storage means, and the mark m can be extracted by comparing the stored template t with the mark m.
[0032]
There are two types of extraction of the mark m, when there are one mark m and when there are two marks m. For example, when the cutout range of digital image data is 1024 pixels × 1024 pixels, one mark m is extracted as shown in FIG. In this case, at the branch f8 in FIG. 7, the mark m is set so as to be arranged at the center of the four sides from the XY position coordinate to the center of the four sides by the process of specifying one cutout region f9, as shown in FIG. Thus, in the two cases, the center position is obtained from the XY position coordinates of the mark m1 and the mark m2 by the process of specifying the center position coordinate at the branch f8 in FIG. 7, and the process of specifying the cutout area f9 in FIG. The center position is set to be arranged at the center of the four sides. Note that the angle θ generated by the positional relationship between the mark m1 and the mark m2 is also important in post-processing, which will be described in detail later. In the present embodiment, the description is given assuming that the number of marks m is up to two by treating them as “eyes”. However, the number of marks m is not necessarily “eyes”, and three or more marks m including “mole” are used. Good.
[0033]
It is essential to place the graphic element 1 and the graphic element 2 around the mark m. The collective pattern of the present invention using the graphic element 2 (including the graphic element 3 as necessary) in the pattern formed by the line-point drawing method has a parameter of regularity of intervals at points on the dotted line. The processing of the extraction f10 of the interval d d in FIG. 7 can also be performed by extracting only the correlation in a specific position or a specific direction. For example, a well-known image processing technique called Fourier transform is an example of an effective method. Even if the extracted portion is Fourier transformed, true / false determination can be made by comparison with a genuine product. Hereinafter, a method for extracting the interval d d will be described in detail by taking, as an example, a case where Fourier transform, which is a known image processing technique, is used.
[0034]
First, the present invention will be described in more detail by comparing those not intentionally provided with the point spacing d d . The digital image data P in FIG. 10 is bitmap data obtained by inputting a printed matter on which a pattern without a dot interval d d is intentionally provided by a digital device such as a scanner. The pattern of the digital image data P is provided with the graphic element 1, the graphic element 2, and the graphic element 3. However, the graphic element 2 to be subjected to information is assumed to be a graphic element for clearly explaining the intention of the present invention. Similar to 1, the image of the line configuration was applied.
[0035]
FIG. 11 is a Fourier transform pattern obtained by Fourier transforming the digital image data P of FIG. As shown in FIG. 11, the graphic element 1, the graphic element 2, and the graphic element 3 of the digital image data P can be expressed as frequency features. For example, the distance d b between the graphic element 1 and the graphic element 2 shown in FIG. 10 is a frequency corresponding to the positional correlation of the distance d b although there is a partial difference in the distance d b in the entire digital image data P. q b is remarkably appears in a high strength.
[0036]
Next, a state in which the point intervals are intentionally provided will be described. The digital image data PA in FIG. 12 is bitmap data obtained by inputting a printed matter on which a pattern in a state in which dot intervals are intentionally provided is input by a digital device such as a scanner. The pattern of the digital image data PA is provided with a graphic element 1, a graphic element 2, and a graphic element 3, and the graphic element 2 and the graphic element 3 to be subjected to information are constituted by a dividing line having an interval d d1 of 228 μm.
[0037]
The Fourier transform pattern obtained by Fourier transforming this is as shown in FIG. Compared to FIG. 11 in FIG. 13, not only the frequency q b corresponding to the correlation of the interval d b but also the frequency q d1 corresponding to the correlation of the interval d d1 of the graphic element 2 and the graphic element 3 is 228 μm. Observed.
[0038]
Also, the digital image data PA in FIG. 14 is bitmap data obtained by inputting a printed matter on which a pattern in a state in which dot intervals are intentionally provided is input by a digital device such as a scanner. Similarly to the digital image data PA, the pattern of the digital image data PB is provided with the graphic element 1, the graphic element 2, and the graphic element 3, and the graphic element 2 and the graphic element 3 to be subjected to information are spaced by d = 326 μm. It was composed of two broken lines.
[0039]
The Fourier transform pattern obtained by Fourier transforming this is as shown in FIG. 15, when compared with FIG. 11, not only the frequency q b corresponding to the correlation of the interval d b but also the frequency q d2 corresponding to the correlation of the interval d d2 of the graphic element 2 and the graphic element 3 is 326 μm. Observed.
[0040]
Then, if the anisotropy of the Fourier transform pattern with respect to each bitmap data of the digital image data P, the digital image data PA, and the digital image data PB at the time of reading the printed material is eliminated and the intensity is shown in one dimension, or the mark m1 and the mark m1 When the intensities on the lines g, g1, and g2 having angles on the line connecting the centers of m2 with a straight line are shown, as compared with the one-dimensional intensity g in the Fourier transform pattern diagram 11 of the digital image data P as shown in FIG. In the one-dimensional intensity g1 of the Fourier transform pattern diagram 13 of the digital image data PA or the one-dimensional intensity g2 of the Fourier transform pattern diagram 13 of the digital image data PB, the intensity greater than a certain level is identified by the interval and the position correlation strength I. By doing so, it becomes possible to specify the printed matter. That is, if the correlation strengths Iq at the intervals of the frequency q d1 and the frequency q d2 of the Fourier transform pattern of the bitmap data are different, the printed matter can be mechanically classified.
[0041]
Further, as shown in FIG. 16, if the location is not affected by the frequency due to the correlation between the higher-order intervals of the frequency q d1 and the frequency q d2 of the Fourier transform result, the authenticity determination accuracy can be further improved. .
[0042]
The embodiments of the present invention have been described based on the examples. However, the present invention is not limited to such examples, and various modifications can be made within the scope of the technical matters described in the claims. It goes without saying that there are various examples. For example, there is a method of extracting the interval d b by converting the image data PA of FIG. 12 or the image data PB of FIG. 14 into a binary image and calculating the interval d b of the points in the graphic elements 2 to 3 by the distance of the XY coordinates. . Thus extraction method of spacing d b is not limited in any way.
[0043]
【The invention's effect】
According to the present invention having the above-described configuration, a reference for classifying a printed matter is provided by giving a modulation that is a figure element that can be recognized by human vision but that cannot be perceptually recognized by controlling the interval between points. Can do. Further, the image line used in the present invention does not reduce the artistic effect of the print image line.
[0044]
[Brief description of the drawings]
FIG. 1 is a diagram showing a three-dimensional motif by a line drawing method.
FIG. 2 is a diagram showing a pattern by a conventional line point drawing method;
FIG. 3 is a diagram showing a collective pattern L obtained by a conventional line point drawing method.
FIG. 4 is a diagram expressing a motif like a portrait by a line drawing method.
FIG. 5 is a diagram showing an example of a line drawing configuration of the present invention.
FIG. 6 is a diagram showing a flow for setting an interval d d in the present invention.
FIG. 7 is a diagram showing a true / false determination flow by machine reading.
FIG. 8 is a diagram illustrating marks for determining a cutout range of digital image data.
FIG. 9 is a diagram illustrating a cutout range of digital image data.
FIG. 10 is a diagram showing digital image data P in a collective pattern in which no point intervals are intentionally provided.
11 is a diagram showing a Fourier transform pattern obtained by Fourier transforming the digital image data P of FIG.
FIG. 12 is a diagram showing a collective pattern of digital image data PA in which point intervals are intentionally provided.
13 is a diagram showing a Fourier transform pattern obtained by Fourier transforming the digital image data PA of FIG.
FIG. 14 is a diagram showing a collective pattern digital image data PB with intentionally provided dot intervals.
15 is a diagram showing a Fourier transform pattern obtained by Fourier transforming the digital image data PA of FIG.
FIG. 16 is a diagram in which the Fourier transform pattern of the digital image data P, the Fourier transform pattern of the digital image data PA, and the Fourier transform pattern of the digital image data PB are compared in distance and position correlation strength I.
[Explanation of symbols]
1 Graphic element 1
2 Graphic element 2
3 Graphic element 3
d2 period d3 period d4 period d b interval d d interval d d1 interval d d2 interval Fa face part g line having an angle on a line connecting the centers of the mark m1 and the mark m2 with a straight line g1 one-dimensional intensity g2 one-dimensional intensity I position Correlation strength Iq Correlation strength L Collective pattern m Mark m1 Mark m2 Mark P Digital image data PA Digital image data PB Digital image data q b frequency q d1 frequency q d2 frequency t Template θ Angle

Claims (7)

線構成の画線から成る第1の図形要素と、前記第1の図形要素と交互に配置した点又は点線構成の画線から成り、規則性もって所定の間隔により連続的に配置された第2の図形要素とが、同一印刷面上に複数本印刷されている印刷物であり、前記所定の間隔により連続的に配置された第2の図形要素における少なくとも一部の点間隔を前記所定の間隔とは異なり、かつ、目視で視認した場合に前記所定の間隔と区別できない範囲の間隔値に変調して配置することで画像処理によって抽出可能な真偽判別情報として形成し
前記第1の図形要素の線幅と、前記第2の図形要素の大きさが、どちらか一方若しくは両方とも同一印刷面上で連続的に変化していることを特徴とする連続階調表現用集合模様を有する印刷物。
A first graphic element comprising a streaking line configuration, the first or point arranged alternately with graphical elements consist streak dotted configuration, it is continuously arranged by a predetermined interval with regularity and second graphic element is a printed material are a plurality of printing on the same printing surface, said predetermined distance point interval of at least a portion of the second graphic elements successively arranged by said predetermined distance Different from the above, and formed as authenticity determination information that can be extracted by image processing by arranging and modulating the interval value in a range indistinguishable from the predetermined interval when visually confirmed ,
For continuous tone expression, wherein the line width of the first graphic element and the size of the second graphic element are continuously changed on the same printing surface. Printed material with a collective pattern.
前記第1の図形要素及び前記第2の図形要素と交差する線構成の画線若しくは点又は点線構成の画線から成る第3の図形要素を有することを特徴とする請求項1記載の連続階調表現用集合模様を有する印刷物。  2. The continuous floor according to claim 1, further comprising a third graphic element comprising a line or a line or a dotted line that intersects the first graphic element and the second graphic element. Printed material with a collective pattern for tone expression. 前記第3の図形要素が前記第2の図形要素と同じ間隔値をもった点又は点線構成の画線から成ることを特徴とする請求項2記載の連続階調表現用集合模様を有する印刷物。  3. A printed matter having a set pattern for continuous tone expression according to claim 2, wherein said third graphic element is composed of dots having the same interval value as said second graphic element or image lines having a dotted line structure. 一又は二以上の所定のマークを有し、前記マークの周囲に前記第1の図形要素及び前記第2の図形要素を配置することを特徴とする請求項1乃至記載の連続階調表現用集合模様を有する印刷物。Has a predetermined mark of one or more, for continuous tone representation of claims 1 to 3, wherein placing the first graphic element and the second graphical element around the mark Printed material with a collective pattern. 前記請求項1乃至4のいずれか1項記載の連続階調表現用集合模様を有する印刷物の真偽判別方法であって、
前記印刷物をデジタル画像データとして画像入力する処理ステップと、
前記デジタル画像データ中の前記真偽判別情報を抽出する画像処理ステップを有し、
予め記憶しておいた真製品における真偽判別情報と前記画像処理ステップによって抽出した前記真偽判別情報とを比較することで真偽判別を行うことを特徴とする連続階調表現集合模様を有する印刷物の真偽判別方法。
A method for determining the authenticity of a printed matter having a collective pattern for continuous tone expression according to any one of claims 1 to 4,
A processing step of inputting an image of the printed matter as digital image data;
An image processing step of extracting the authenticity determination information in the digital image data;
A set pattern for continuous tone expression, characterized in that authenticity determination is performed by comparing authenticity determination information in a genuine product stored in advance with the authenticity determination information extracted in the image processing step. A method for determining the authenticity of a printed material.
前記デジタル画像データから前記所定のマークのXY位置座標を抽出する処理ステップと、前記XY位置座標から前記真偽判別情報を抽出するための切り出し領域を特定する処理ステップとを備え、かつ、前記真偽判別情報を表示する処理ステップを備えていることを特徴とする請求項5記載の連続階調表現集合模様を有する印刷物の真偽判別方法。Comprising a processing step of extracting the XY position coordinates of said predetermined mark from said digital image data, and a processing step of identifying a clipping region for extracting the authenticity discrimination information from the XY coordinates, and said true 6. The method of determining authenticity of a printed matter having a current set pattern for a continuous tone table according to claim 5, further comprising a processing step of displaying false determination information . 前記デジタル画像データにおいて、前記所定のマークが一個の場合には、前記特定のマークのXY位置座標の中心に前記真偽判別情報を抽出するための切り出し領域を特定し、特定のマークが二個以上の場合には、個々のマークのXY位置座標から中心位置を求めたXY位置座標に前記真偽判別情報の切り出し領域を特定することを特徴とする請求項5記載の連続階調表現集合模様を有する印刷物の真偽判別方法。In the digital image data, when there is one predetermined mark, a cutout region for extracting the authenticity determination information is specified at the center of the XY position coordinates of the specific mark, and two specific marks are present. , the set for the continuous tone representation of claim 5, wherein the identifying the cutout region of the authenticity discrimination information to the XY position coordinates determine the center position from the XY coordinates of each mark not less than A method for determining authenticity of printed matter having a pattern.
JP2003194031A 2003-07-09 2003-07-09 Printed material having a set pattern for continuous tone expression and its authenticity determination method Expired - Fee Related JP4487086B2 (en)

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