JPH0654186A - Image recognizing device - Google Patents
Image recognizing deviceInfo
- Publication number
- JPH0654186A JPH0654186A JP4226462A JP22646292A JPH0654186A JP H0654186 A JPH0654186 A JP H0654186A JP 4226462 A JP4226462 A JP 4226462A JP 22646292 A JP22646292 A JP 22646292A JP H0654186 A JPH0654186 A JP H0654186A
- Authority
- JP
- Japan
- Prior art keywords
- image
- pattern
- stamp
- paper money
- input
- 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
Links
Landscapes
- Image Analysis (AREA)
- Cleaning In Electrography (AREA)
- Inspection Of Paper Currency And Valuable Securities (AREA)
- Collating Specific Patterns (AREA)
- Facsimile Image Signal Circuits (AREA)
Abstract
Description
【0001】[0001]
【産業上の利用分野】本発明は,入力されたデジタル画
像を認識する画像認識装置に関し,より詳細には,入力
された画像を予め登録されているパターン画像と比較
し,且つ,抽出された画像部分における周辺領域の状態
を判別して紙幣,有価証券等の特殊原稿を認識する画像
認識装置に関する。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an image recognition apparatus for recognizing an input digital image, and more specifically, comparing the input image with a pattern image registered in advance and extracting the pattern image. The present invention relates to an image recognition device for recognizing special documents such as banknotes and securities by determining the state of the peripheral area in the image portion.
【0002】[0002]
【従来の技術】従来における紙幣等の偽造を防止する画
像処理装置として,特開平2−210591号公報に開
示されている「画像処理装置」がある。この画像処理装
置は,原稿の位置状態を検知する検知手段と,該検知手
段の検知に応じて原稿中における特定部分の画像データ
を取り出し,予め登録されたパターンとの類似度を判別
する判別手段とを備え,該類似度により特定原稿を判別
するものである。2. Description of the Related Art As a conventional image processing apparatus for preventing forgery of banknotes and the like, there is an "image processing apparatus" disclosed in Japanese Patent Application Laid-Open No. 2-210591. This image processing apparatus includes a detection unit for detecting the position state of an original document, and a determination unit for extracting image data of a specific portion in the original document according to the detection by the detection unit and determining the degree of similarity with a pattern registered in advance. And a specific document is discriminated based on the similarity.
【0003】[0003]
【発明が解決しようとする課題】しかしながら,上記に
示されるような従来の画像処理装置にあっては,予め登
録された特定パターンとの類似度により紙幣か否かの判
別が実行されているため,パターン認識の精度を向上さ
せるための構成が複雑(例えば,類似性によってのみ判
別するため,メモリ内に予め登録するパターンに関する
情報量が多くなければ,パターン認識の精度が向上しな
い)となり,また,紙幣上において落書き等のノイズ情
報がある場合,誤判別が多く発生するという問題点があ
った。However, in the conventional image processing apparatus as described above, since it is determined whether or not it is a bill based on the degree of similarity with a specific pattern registered in advance. , The configuration for improving the accuracy of pattern recognition becomes complicated (for example, the pattern recognition accuracy cannot be improved unless there is a large amount of information about the pattern to be registered in the memory in advance because it is determined only by the similarity). However, when there is noise information such as graffiti on the bill, there is a problem that misjudgment often occurs.
【0004】本発明は,上記に鑑みてなされたものであ
って,簡易な構成により的確に原稿の種類を判別し,複
写機等の画像形成装置を用いた紙幣,有価証券等の偽造
を確実に防止することを目的とする。The present invention has been made in view of the above, and accurately discriminates the type of an original with a simple structure, and ensures the forgery of banknotes, securities, etc. using an image forming apparatus such as a copying machine. The purpose is to prevent.
【0005】[0005]
【課題を解決するための手段】本発明は,上記の目的を
達成するために,デジタル画像を入力する画像入力手段
と,所定のパターン画像を登録してあるパターン登録手
段と,前記画像入力手段から入力されたデジタル画像と
前記パターン登録手段に登録されているパターン画像を
比較し,該比較した部分を抽出する比較手段と,前記比
較手段により抽出された画像部分の周辺領域の状態に基
づいて特殊原稿であるか否かを判別する判別手段とを具
備する画像認識装置を提供するものである。In order to achieve the above-mentioned object, the present invention provides an image input means for inputting a digital image, a pattern registration means for registering a predetermined pattern image, and the image input means. Based on the state of the peripheral area of the image portion extracted by the comparing means, comparing the digital image input from the above with the pattern image registered in the pattern registering means and extracting the compared portion. (EN) An image recognition device provided with a discrimination means for discriminating whether a document is a special document.
【0006】また,前記特殊原稿が,紙幣,有価証券で
あることが望ましい。Further, it is desirable that the special manuscript is a bill or a securities.
【0007】また,前記パターン登録手段に登録されて
いるパターン画像が,紙幣上における印章の丸い外形で
あり,前記比較手段によって入力画像データに対して形
状と色を比較することが望ましい。Further, it is desirable that the pattern image registered in the pattern registration means is a round outer shape of a seal on a bill, and the comparison means compares the shape and color with the input image data.
【0008】また,前記判別手段は,前記抽出画像部分
の周辺領域が絵柄か否かを判断し,絵柄であると判断し
たときに特殊原稿と判別することが望ましい。Further, it is preferable that the discriminating means discriminates whether the peripheral area of the extracted image portion is a pattern or not, and discriminates it as a special original when it is judged to be a pattern.
【0009】[0009]
【作用】本発明による画像認識装置は,デジタルカラー
画像を入力し,該デジタルカラー画像と,例えば,メモ
リに登録されている紙幣の印章の丸い外形に関するパタ
ーン画像を比較し,その形状,色に関して各々マッチン
グしたか否か判断し,マッチングしており,上記印章で
あると判断した場合には,入力したデジタルカラー画像
における印章及びその周辺部を抽出し,該周辺部に絵柄
が存在するか否か判別する。その結果,絵柄が存在する
と判別した場合には,該原稿が紙幣であると判断する。The image recognition apparatus according to the present invention inputs a digital color image, compares the digital color image with, for example, a pattern image relating to a round outer shape of a stamp of a banknote registered in a memory, and regarding its shape and color. It is judged whether or not they match each other, and if they match and it is judged that they are the above-mentioned seals, the seal and its peripheral portion in the input digital color image are extracted and it is judged whether or not a pattern exists in the peripheral portion. Determine whether. As a result, when it is determined that the pattern exists, it is determined that the document is a bill.
【0010】[0010]
【実施例】以下,本発明の一実施例を添付図面を参照し
て説明する。図1は,本発明による画像認識装置の概略
構成を示すブロック図である。図において,101は例
えば,カラースキャナにより構成され,紙幣等の画像情
報を読み取るデジタルカラー画像入力部であり,R,
G,B各色8ビットのデジタルカラー画像を入力する。
102は図4に示すような画像パターン(例えば,紙幣
の印章の丸い外形)を予め記憶してあるパターン登録部
であり,ROM(リード・オンリー・メモリ)により構
成されている。また,パターン登録部102は,印章の
色を以下の分布に限定している。 R(レッド) =130〜140 G(グリーン)=10〜20 B(ブルー) =5〜15DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS An embodiment of the present invention will be described below with reference to the accompanying drawings. FIG. 1 is a block diagram showing a schematic configuration of an image recognition device according to the present invention. In the figure, 101 is a digital color image input unit configured by a color scanner, for example, for reading image information of banknotes, R,
Input an 8-bit digital color image for each of G and B.
Reference numeral 102 denotes a pattern registration unit in which an image pattern as shown in FIG. 4 (for example, a round outer shape of a stamp of a bill) is stored in advance, and is composed of a ROM (Read Only Memory). Further, the pattern registration unit 102 limits the colors of the seal to the following distributions. R (red) = 130 to 140 G (green) = 10 to 20 B (blue) = 5 to 15
【0011】また,103は上記デジタルカラー画像入
力部101から入力されたデジタルカラー画像とパター
ン登録部102に登録されたパターンデータとを比較
し,画像を抽出するパターン比較部であり,デジタルカ
ラー画像とパターンデータが,形状と色の各々によりマ
ッチングしたときのみ紙幣の印章と判断する。また,1
04はパターン比較部103により比較された印章の周
辺を抽出し,複数の周辺データと,該周辺データの平均
値との差分により絵柄が存在するか否かを判別する周辺
データ判別部である。Reference numeral 103 denotes a pattern comparison unit that compares the digital color image input from the digital color image input unit 101 with the pattern data registered in the pattern registration unit 102 and extracts the image. Only when the pattern data and the pattern data match each other in shape and color, it is judged as a stamp of a banknote. Also, 1
Reference numeral 04 is a peripheral data discriminating unit that extracts the periphery of the seals compared by the pattern comparing unit 103 and discriminates whether or not a pattern exists based on a difference between a plurality of peripheral data and an average value of the peripheral data.
【0012】以上の構成において,その動作を図2に示
すフローチャートを参照して説明する。図3に示す日本
銀行券の千円(以下,千円札という)の画像認識動作を
例にとって説明する。まず,千円札の画像情報をデジタ
ルカラー画像入力部101が読み取り,該千円札の画像
情報をR,G,B各色8ビットのデジタルカラー信号に
変換してパターン比較部103へ入力する(S20
1)。パターン比較部103では,パターン登録部10
2に予め登録されている図4に示すような画像パターン
(紙幣の印章の丸い外形)を読み出し,上記デジタルカ
ラー画像入力部101を介して入力された千円札のデジ
タルカラー画像と比較し,該デジタルカラー画像が紙幣
の印章と認識できるか否かを判断する(S202)。The operation of the above configuration will be described with reference to the flow chart shown in FIG. The image recognition operation of 1,000 yen (hereinafter referred to as 1,000 yen bill) of the Bank of Japan bill shown in FIG. 3 will be described as an example. First, the digital color image input unit 101 reads the image information of the 1,000-yen bill, converts the image information of the 1,000-yen bill into an 8-bit digital color signal for each of R, G, and B, and inputs it to the pattern comparison unit 103 ( S20
1). In the pattern comparison unit 103, the pattern registration unit 10
The image pattern (round outer shape of the stamp of the bill) as shown in FIG. 4 which is registered in advance in 2 is read out and compared with the digital color image of the 1,000-yen bill input through the digital color image input unit 101, It is determined whether the digital color image can be recognized as a stamp of a bill (S202).
【0013】その結果,デジタルカラー画像が紙幣の印
章と認識できると判断した場合には,次に,周辺データ
判別部104が,図5に示すような状態にパターン比較
部103により抽出されたデジタルカラー画像の印章及
びその周辺を抽出し,該周辺部分に絵柄が存在するか否
かを判断する(S203)。この周辺データ判別部10
4による周辺に絵柄が存在するか否かの判断に関して
は,図5に示すサンプリングされた周辺データA,B,
C,D(各10画素程度)において,その平均値からの
差分が,あるレベル以下のとき,その周辺データを絵柄
なしと認識する。As a result, when it is determined that the digital color image can be recognized as a stamp of a banknote, the peripheral data discriminating unit 104 then outputs the digital data extracted by the pattern comparing unit 103 to the state shown in FIG. The seal of the color image and its periphery are extracted, and it is determined whether or not a pattern exists in the periphery (S203). This peripheral data discrimination unit 10
Regarding the judgment as to whether or not there is a picture in the periphery by the method 4, the sampled peripheral data A, B,
In C and D (about 10 pixels each), when the difference from the average value is below a certain level, the peripheral data is recognized as having no pattern.
【0014】図6は,周辺データ判別部104の概略構
成を示すブロック図であり,周辺データ(A,B,C,
D)601と,該周辺データ601の平均を演算した平
均値602を比較器603のA端子及びB端子に各々入
力し,|A−B|がある数値(例えば,10)以下の場
合,周辺データを絵柄なし(均一濃度)と判断するもの
である。この動作を図7のフローチャートを用いて説明
する。まず,周辺データ601を周辺データ判別部10
4に入力し(S701),その後,比較器603の比較
結果に基づいて平均値との差が10以下か否かを判断す
る(S702)。ここで,10以下であると判断した場
合には絵柄なし(図8(a)参照)と判断し,反対に,
10以上であると判断した場合には絵柄(図8(a)参
照)と判断する。FIG. 6 is a block diagram showing a schematic configuration of the peripheral data discriminating section 104. The peripheral data (A, B, C,
D) 601 and the average value 602 obtained by calculating the average of the peripheral data 601 are input to the A terminal and the B terminal of the comparator 603, respectively, and if | AB | is less than a certain numerical value (for example, 10), The data is judged to have no pattern (uniform density). This operation will be described with reference to the flowchart of FIG. First, the peripheral data 601 is transferred to the peripheral data discriminating unit 10
4 (S701), and based on the comparison result of the comparator 603, it is determined whether the difference from the average value is 10 or less (S702). Here, when it is determined that it is 10 or less, it is determined that there is no pattern (see FIG. 8A), and conversely,
When it is determined that the number is 10 or more, it is determined to be a pattern (see FIG. 8A).
【0015】その結果,絵柄と判断した場合には,紙幣
と判断することができる(S704)。これは,通常の
印章は下地部分に押印されるが,紙幣の印章に関しては
絵柄上に押印されるからである。このように,パターン
比較部103でのパターンチェックと,周辺データ判別
部104での周辺部の状態チェックのダブルチェックを
実行するため,紙幣上における落書き等のノイズ情報が
ある場合であっても,誤まった判別を確実に防止するこ
とができ,簡易な構成にて紙幣の認識を確実に実行でき
る。なお,上記図2,図7に示したフローチャートは,
複数のフローの中の一部(サブルーチン)であり,この
フローにより一連の動作が全て終了するわけではなく,
上記フローによる動作終了後,他の動作のためのフロー
チャートに移行するものである。As a result, when it is determined that it is a design, it can be determined that it is a bill (S704). This is because a normal seal is stamped on the base part, but a stamp on a banknote is stamped on the design. In this way, since the double check of the pattern check in the pattern comparison unit 103 and the state check of the peripheral portion in the peripheral data determination unit 104 is executed, even when there is noise information such as graffiti on the banknote, Misjudgment can be reliably prevented, and bills can be reliably recognized with a simple configuration. The flowcharts shown in FIGS. 2 and 7 above are
It is a part (subroutine) in multiple flows, and this flow does not mean that the entire series of operations ends.
After the operation according to the above flow is completed, the process shifts to a flowchart for another operation.
【0016】[0016]
【発明の効果】以上説明した通り,本発明による画像認
識装置によれば,デジタルカラー画像を入力し,該デジ
タルカラー画像と,例えば,メモリに登録されている紙
幣の印章の丸い外形に関するパターンを比較し,その形
状,色に関して各々マッチングしたか否か判断し,マッ
チングしており,上記印章であると判断した場合には,
該印章の周辺を抽出し,絵柄が存在するか否か判別す
る。その結果,絵柄が存在すると判別した場合には,該
原稿が紙幣であると判断するため,簡易な構成により的
確に原稿の種類を判別し,複写機等の画像形成装置を用
いた紙幣,有価証券等の偽造を確実に防止することがで
きる。As described above, according to the image recognition apparatus of the present invention, a digital color image is input, and the digital color image and, for example, a pattern relating to the round outer shape of the stamp of the banknote registered in the memory are input. If they are compared, it is judged whether or not they match each other in terms of shape and color, and if they match and it is judged that they are the above seals,
The periphery of the seal is extracted and it is determined whether or not there is a design. As a result, when it is determined that the pattern is present, it is determined that the original is a banknote. Therefore, the type of the original is accurately determined by a simple configuration, and the banknote and the valuable note using an image forming apparatus such as a copying machine are used. Forgery of securities etc. can be reliably prevented.
【図1】本発明による画像認識装置の概略構成を示すブ
ロック図である。FIG. 1 is a block diagram showing a schematic configuration of an image recognition apparatus according to the present invention.
【図2】図1に示した画像認識装置の動作を示すフロー
チャートである。FIG. 2 is a flowchart showing an operation of the image recognition device shown in FIG.
【図3】本発明によるデジタルカラー画像入力部が入力
する原稿例としての日本銀行券の千円札を示す説明図で
ある。FIG. 3 is an explanatory diagram showing a 1,000-yen bill of a Japanese banknote as an example of a document input by a digital color image input unit according to the present invention.
【図4】本発明によるパターン登録部が登録している画
像パターン例を示す説明図である。FIG. 4 is an explanatory diagram showing an example of an image pattern registered by a pattern registration unit according to the present invention.
【図5】本発明によるパターン比較部により抽出された
デジタルカラー画像の印章及びその周辺部を示す説明図
である。FIG. 5 is an explanatory diagram showing a seal of a digital color image extracted by a pattern comparison unit according to the present invention and its peripheral portion.
【図6】本発明による周辺データ判別部の概略構成を示
すブロック図である。FIG. 6 is a block diagram showing a schematic configuration of a peripheral data discriminating unit according to the present invention.
【図7】本発明による周辺データ判別部の動作を示すフ
ローチャートである。FIG. 7 is a flowchart showing an operation of a peripheral data discriminating unit according to the present invention.
【図8】本発明による絵柄なしと絵柄の認識基準を示す
グラフである。FIG. 8 is a graph showing a pattern recognition standard and a pattern recognition standard according to the present invention.
101 デジタルカラー画像入力部 102 パタ
ーン登録部 103 パターン比較部 104 周辺
データ判別部101 digital color image input unit 102 pattern registration unit 103 pattern comparison unit 104 peripheral data discrimination unit
Claims (4)
と,所定のパターン画像を登録してあるパターン登録手
段と,前記画像入力手段から入力されたデジタル画像と
前記パターン登録手段に登録されているパターン画像を
比較し,該比較した部分を抽出する比較手段と,前記比
較手段により抽出された画像部分の周辺領域の状態に基
づいて特殊原稿であるか否かを判別する判別手段とを具
備することを特徴とする画像認識装置。1. An image input means for inputting a digital image, a pattern registration means for registering a predetermined pattern image, a digital image input from the image input means, and a pattern registered for the pattern registration means. Comparing images, comparing means for extracting the compared parts, and judging means for judging whether or not it is a special document based on the state of the peripheral area of the image parts extracted by the comparing means. An image recognition device characterized by.
ことを特徴とする請求項1記載の画像認識装置。2. The image recognition apparatus according to claim 1, wherein the special document is a bill or a securities.
パターン画像が,紙幣上における印章の丸い外形であ
り,前記比較手段によって入力画像データに対して形状
と色を比較することを特徴とする請求項1記載の画像認
識装置。3. The pattern image registered in the pattern registration means is a round outer shape of a seal on a banknote, and the comparison means compares the shape and color with the input image data. The image recognition device according to item 1.
辺領域が絵柄か否かを判断し,絵柄であると判断したと
きに特殊原稿と判別することを特徴とする請求項1記載
の画像認識装置。4. The image according to claim 1, wherein the determining means determines whether or not the peripheral area of the extracted image portion is a pattern, and when it is determined that the pattern is a pattern, the image is a special document. Recognition device.
Priority Applications (11)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP4226462A JPH0654186A (en) | 1992-08-03 | 1992-08-03 | Image recognizing device |
PCT/JP1993/001029 WO1994003997A1 (en) | 1992-08-03 | 1993-07-23 | Document identifier which can also identify special ticket, image forming apparatus using the identifier, image processor, and copying machine |
GB9405048A GB2282445B (en) | 1992-08-03 | 1993-07-23 | Original-discrimination system for discriminating special documents, and an image forming apparatus and duplicator using the original-discrimination system |
DE4393748A DE4393748C5 (en) | 1992-08-03 | 1993-07-23 | Template discrimination system |
AU45852/93A AU4585293A (en) | 1992-08-03 | 1993-07-23 | Document identifier which can also identify special ticket, image forming apparatus using the identifier, image processor, and copying machine |
DE4393748T DE4393748T1 (en) | 1992-08-03 | 1993-07-23 | Template differentiation system for distinguishing a special document, image generation and image processing device and copier |
GB9606480A GB2297159B (en) | 1992-08-03 | 1993-07-23 | Copying apparatus including an original-discrimination system for discriminating special documents |
DE4345390A DE4345390C2 (en) | 1992-08-03 | 1993-07-23 | Document identifier for special ticket e.g. for image processor and copier |
KR94701093A KR0136042B1 (en) | 1992-08-03 | 1994-04-04 | Document identifier which can also identify special ticket, image forming apparatus using the identifier, image processor and copying machine |
US08/660,464 US5751854A (en) | 1992-08-03 | 1996-06-07 | Original-discrimination system for discriminating special document, and image forming apparatus, image processing apparatus and duplicator using the original-discrimination system |
US09/032,991 US6272248B1 (en) | 1992-08-03 | 1998-03-02 | Original-discrimination system for discriminating special document, and image forming apparatus, image processing apparatus and duplicator using the original-discrimination system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP4226462A JPH0654186A (en) | 1992-08-03 | 1992-08-03 | Image recognizing device |
Publications (1)
Publication Number | Publication Date |
---|---|
JPH0654186A true JPH0654186A (en) | 1994-02-25 |
Family
ID=16845482
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP4226462A Pending JPH0654186A (en) | 1992-08-03 | 1992-08-03 | Image recognizing device |
Country Status (1)
Country | Link |
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JP (1) | JPH0654186A (en) |
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6289125B1 (en) | 1994-01-20 | 2001-09-11 | Omron Corporation | Image processing device and method for indentifying an input image, and copier scanner and printer including same |
US7065259B2 (en) | 2000-04-27 | 2006-06-20 | Fuji Xerox Co., Ltd. | Image processor, image processing method and storage medium |
US7076096B2 (en) | 2000-04-27 | 2006-07-11 | Fuji Xerox Co., Ltd. | Recognizing a print inhibit image pattern using image data converted for fast recognition |
US7456985B2 (en) | 2004-09-29 | 2008-11-25 | Ricoh Company, Ltd. | Image forming apparatus that performs wireless communication with radio tag attached to document or recording medium |
US7548635B2 (en) | 2003-09-17 | 2009-06-16 | Ricoh Company, Ltd. | Method and apparatus for image processing capable of preventing unauthorized reproduction of an image |
US7573614B2 (en) | 2003-12-26 | 2009-08-11 | Ricoh Company, Ltd. | Image processing apparatus, image processing method, and computer product |
JP2016162436A (en) * | 2015-03-05 | 2016-09-05 | 株式会社東芝 | Road appanage detection device and road appanage detection method |
DE112015006774T5 (en) | 2015-08-04 | 2018-04-26 | Mitsubishi Electric Corporation | Refrigerator and method of operating the refrigerator |
-
1992
- 1992-08-03 JP JP4226462A patent/JPH0654186A/en active Pending
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6289125B1 (en) | 1994-01-20 | 2001-09-11 | Omron Corporation | Image processing device and method for indentifying an input image, and copier scanner and printer including same |
US7065259B2 (en) | 2000-04-27 | 2006-06-20 | Fuji Xerox Co., Ltd. | Image processor, image processing method and storage medium |
US7076096B2 (en) | 2000-04-27 | 2006-07-11 | Fuji Xerox Co., Ltd. | Recognizing a print inhibit image pattern using image data converted for fast recognition |
US7548635B2 (en) | 2003-09-17 | 2009-06-16 | Ricoh Company, Ltd. | Method and apparatus for image processing capable of preventing unauthorized reproduction of an image |
US7573614B2 (en) | 2003-12-26 | 2009-08-11 | Ricoh Company, Ltd. | Image processing apparatus, image processing method, and computer product |
US7456985B2 (en) | 2004-09-29 | 2008-11-25 | Ricoh Company, Ltd. | Image forming apparatus that performs wireless communication with radio tag attached to document or recording medium |
JP2016162436A (en) * | 2015-03-05 | 2016-09-05 | 株式会社東芝 | Road appanage detection device and road appanage detection method |
DE112015006774T5 (en) | 2015-08-04 | 2018-04-26 | Mitsubishi Electric Corporation | Refrigerator and method of operating the refrigerator |
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