JPS60142792A - Multi-kind character recognizing device - Google Patents
Multi-kind character recognizing deviceInfo
- Publication number
- JPS60142792A JPS60142792A JP58246711A JP24671183A JPS60142792A JP S60142792 A JPS60142792 A JP S60142792A JP 58246711 A JP58246711 A JP 58246711A JP 24671183 A JP24671183 A JP 24671183A JP S60142792 A JPS60142792 A JP S60142792A
- Authority
- JP
- Japan
- Prior art keywords
- character
- characters
- section
- recognition
- display
- 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
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- Character Discrimination (AREA)
Abstract
Description
【発明の詳細な説明】
〔発明の技術分野〕
本発明は、多字種の文字を認識する多種文字認識装置に
関し、特に同型異文字を容易に判別できる様に認識結果
を表示することのできる多種文字認識装置に関する。[Detailed Description of the Invention] [Technical Field of the Invention] The present invention relates to a multi-character recognition device that recognizes multi-character types, and in particular is capable of displaying recognition results so that same-type and different characters can be easily distinguished. This invention relates to a multi-character recognition device.
人間の記述した文字をコンピュータの入力コードに変換
するのに文字認識装置（以下ＯＣＲと称す）が広く用い
られている。ＯＣＲは人間の記述した文字そのものを読
取って認識するため、他のキー人力等の入力方法に比し
、手間が少なく便利である反面、人間の記述した文字は
各人に一定でないため、種々の文字を認識するのに複雑
な手法を採用することが必要である。近年これら認識技
術は格段に進歩し、認識できる文字種を数字からカタカ
ナ、ヒラガナへ拡がり、更に漢字までも認識できる様に
なってきた。Character recognition devices (hereinafter referred to as OCR) are widely used to convert characters written by humans into computer input codes. Since OCR reads and recognizes the characters written by humans, it is less troublesome and convenient than other input methods such as manual input. However, since the characters written by humans are not the same for each person, various It is necessary to employ complex techniques to recognize characters. In recent years, these recognition technologies have made great progress, expanding the types of characters that can be recognized from numbers to katakana, hiragana, and even kanji.
近年の認識技術の発達により、同一文字種（カタカナ同
志、ヒラガナ同志、漢字同志）間の判別精度は極めて向
上しており、これらの単一文字種専用のＯＣＲは実用に
供されている。一方、これら単一文字種を組合せた多字
種ＯＣＲも開発されており、例えば漢字をも含む日本語
を認識する日本語ＯＣＲも実用化されている。この様な
多字種ＯＣＲでは、単一字種には存在しない同型異文字
の問題が存在する。例えば、漢字の「工」にう）とカタ
カナの「工」とは同一の型をなしているか・異文字であ
り、これに類するものとして、ひらがなの「へ」とカタ
カナの「へ」、ひらがなの「シ」とアルファベットの「
Ｌ」等がある。したがってこの様な同型異文字が存在す
ると、認識結果としてはいずれか近い方に決定されるた
め、認識精度を向上させても誤認識は避けられない。一
般に、ＯＣＲでは、認識結果をオペレータに確認させ、
誤認識のあった文字を修正させるため、認識結果の文字
を表示装置に表示する様にしている。即ち、第１図（Ａ
）に示す様な帳票の文字を読取り、認識した結果を第１
図（Ｂ）の如く表示装置の画面に表示しているか、第１
図（Ｂ）の文字の例では「工」、「へ」が正しく漢字の
「工」、ヒラガナの「へ」に認識されたか判別できず、
カタカナの「工」、カタカナの「へ」に認識されても表
示のみでは判別できない。同様にヒラガナの「シ」が第
１図（Ｂ）の如くアルファベットの「Ｌ」に認識されて
も、見落すおそれかある。従って従来のＯＣＲでは、同
型異文字や類似型具文字の場合には、認識結果を表示し
ても、これを修正できないという問題が生じていた。With the recent development of recognition technology, the accuracy of discrimination between the same character types (katakana, hiragana, and kanji) has greatly improved, and OCR dedicated to these single character types is now in practical use. On the other hand, multi-character OCR that combines these single character types has also been developed, and, for example, Japanese OCR that recognizes Japanese including Kanji has also been put into practical use. In such multi-character type OCR, there is a problem of isomorphic and different characters that does not exist in a single character type. For example, the kanji ``工'' (in Japanese) and the katakana ``工'' have the same shape or are different characters. ``shi'' and the alphabet ``
There are "L" etc. Therefore, if such homomorphic and different characters exist, the recognition result will be determined to be the closest one, so even if recognition accuracy is improved, recognition errors cannot be avoided. Generally, in OCR, the operator checks the recognition results,
In order to correct erroneously recognized characters, the characters resulting from the recognition are displayed on the display device. That is, Fig. 1 (A
) The results of reading and recognizing the characters on the form as shown in
Is it displayed on the screen of the display device as shown in Figure (B)?
In the example of the characters in Figure (B), it is not possible to determine whether the characters ``工'' and ``え'' were correctly recognized as the kanji ``工'' and the hiragana ``え''.
Even if katakana ``工'' and katakana ``he'' are recognized, they cannot be distinguished from the display alone. Similarly, even if "shi" in Hiragana is recognized as the letter "L" in the alphabet as shown in FIG. 1(B), there is a risk that it will be overlooked. Therefore, in conventional OCR, there is a problem in that even if the recognition result is displayed, it cannot be corrected in the case of characters of the same type or characters of similar type.
１ 本発明の目的は、同型異文字等を容易に判別出来る
様に認識結果を表示しつる多種文字認識装置を提供する
にある。1. An object of the present invention is to provide a multi-character recognition device that displays recognition results so that same-type and different characters can be easily distinguished.
上述の目的の達成のため、本発明は、入力された影像信
号から文字を認識し、該認識した文字コードと該文字の
字種を出力する文字認識判定部と、該認識した文字コー
ドに対応する文字を表示する表示部とを有し、該表示部
に該字種に応じた表示形態で該文字を表示せしめること
を特徴としている。In order to achieve the above object, the present invention provides a character recognition determination unit that recognizes a character from an input image signal and outputs the recognized character code and the character type of the character, and a The present invention is characterized in that it has a display section that displays characters, and displays the characters on the display section in a display form that corresponds to the character type.
５−
また、本発明の一実施態様では、前記表示部は前記文字
に前記字種に応じた識別記号を添付して表示することを
特徴としている。5- Furthermore, in one embodiment of the present invention, the display section displays the characters with identification symbols corresponding to the character types attached thereto.
更に、本発明の他の実施態様では、前記表示部は前記文
字を前記字種に応じた表示色で表示することを特徴とし
ている。Furthermore, another embodiment of the present invention is characterized in that the display section displays the characters in a display color that corresponds to the character type.
以下、本発明を実施例により詳細に説明する。 Hereinafter, the present invention will be explained in detail with reference to Examples.
第２図は本発明の一実施例ブロック図であり、図中、Ｄ
Ｃは入力すべき文字の記入された入力帳票であり、１は
走査部であり、入力帳票を走査して記入された文字を影
像信号に変換するもの、２は認識辞書部であり、基準と
なる文字のパターンの特徴を各文字毎に格納しておくも
の、３は認識部であり、入力された影像信号と認識辞書
部２の内容とを照合して、文字を認識するものであり、
マイクロコンピュータで構成され、例えば影像信号を特
徴空間に展開し、特徴を抽出して認識辞書部２の特徴に
対応する文字を認識文字として判定するものであり、１
つで定まらない時は、複数の文 ５−
４−
字を候補として出力するものである。４は字種判定辞書
部であり、各字種の文字コードの最大値及び最小値とそ
の字種を格納するテーブルで構成されるもの、５は字種
判定部であり、マイクロコンピュータで構成され、認識
部３から出力された文字コードを字種判定辞書部４を参
照して、字種を判定するものであり、認識部３と合わせ
て１つのマイクロコンピュータで構成することもできる
ものであり、認識辞書部２．認識部３２字種判定辞書部
４及び字種判定部５により認識判定部ＲＲＪを構成する
。６はメモリであり、認識された文字コード及び判定さ
れた字種を格納するもの、７は表示制御部であり、メモ
リ６に格納された文字コードに対応する文字及び字種を
後述する表示部に表示させるために表示制御するもの、
８は表示部であり、ＣＲＴ、液晶等の表示デバイスを有
し、表示制御部７の制御によって文字等を表示するもの
、９はキーボードであり、オペレータが表示部８の認識
文字を修正するため操作されるものであり、メモリ６、
表示制御部７１表示部８及びキーボード９とにより文字
修正部を構成する。FIG. 2 is a block diagram of one embodiment of the present invention, in which D
C is an input form on which the characters to be input are written; 1 is a scanning unit that scans the input form and converts the written characters into an image signal; 2 is a recognition dictionary unit that 3 is a recognition unit that recognizes characters by comparing the input image signal with the contents of the recognition dictionary unit 2;
It is composed of a microcomputer, for example, develops an image signal into a feature space, extracts the features, and determines characters corresponding to the features in the recognition dictionary section 2 as recognized characters.
When it cannot be determined, multiple characters are output as candidates. Reference numeral 4 denotes a character type determination dictionary section, which is composed of a table that stores the maximum and minimum character codes of each character type and its character type; 5 is a character type determination section, which is composed of a microcomputer; The character code outputted from the recognition section 3 is referred to the character type determination dictionary section 4 to determine the character type, and the recognition section 3 and the character code can also be configured in one microcomputer. , recognition dictionary section 2. The recognition unit 32, the character type determination dictionary unit 4, and the character type determination unit 5 constitute a recognition determination unit RRJ. Reference numeral 6 denotes a memory that stores recognized character codes and determined character types; 7 represents a display control unit; a display unit that displays the characters and character types corresponding to the character codes stored in the memory 6; What controls the display so that it is displayed on
Reference numeral 8 denotes a display unit, which has a display device such as a CRT or liquid crystal display, and displays characters, etc. under the control of the display control unit 7. Reference numeral 9 denotes a keyboard, which is used by the operator to modify the characters recognized on the display unit 8. memory 6,
The display control section 71, display section 8, and keyboard 9 constitute a character correction section.
次に、第２図実施例構成の動作について第３図の本発明
による表示例説明図を参照して説明する。Next, the operation of the embodiment configuration shown in FIG. 2 will be explained with reference to the illustration of a display example according to the present invention shown in FIG.
入力帳票ＤＣに記入された文字は走査部１で走査され、
電気信号である影像信号に変換される。The characters written on the input form DC are scanned by the scanning unit 1,
It is converted into an image signal, which is an electrical signal.
この影像信号は認識部３に入力され、特徴空間に展開さ
れ、特徴が抽出され、認識辞書部２の各文字の特徴と照
合され、文字が認識される。この場合最も近い特徴をも
つ文字が選択され、准一つに限られず、特徴の類似度に
応じて複数の文字が順位を付して選択され、その文字コ
ードが出力される。この文字コードは字種判定部５へ送
られ、字種判定辞書部４を用いてその字種が判定される
。This image signal is input to the recognition section 3, developed in a feature space, features are extracted, and compared with the features of each character in the recognition dictionary section 2 to recognize the characters. In this case, the character with the closest characteristic is selected, and the character code is not limited to just one, but a plurality of characters are ranked and selected according to the degree of similarity of the characteristics, and the character code thereof is output. This character code is sent to the character type determination section 5, and the character type is determined using the character type determination dictionary section 4.
文字コードは各字種毎に特定の範囲をもって定められて
いるので、文字コードがどの字種の範囲（最大値と最小
値との間）にあるかによって文字コードの字種が判定さ
れる。この文字コードと字種はメモリ６に格納される。Since the character code is determined to have a specific range for each character type, the character type of the character code is determined depending on which character type range (between the maximum value and the minimum value) the character code falls within. This character code and character type are stored in the memory 6.
表示制御部７はメモリ６の文字コードを文字パターンに
変換′し、表示部８に表示せしめる。一方、メモリ６に
格納された字種は表示制御部７によって対応する識別記
号に変換され、第３図の如く当該文字の下に表示される
。第３図の例では、識別記号としてドツトを用い、漢字
はドツトなし、カタカナはドツト１つ、ヒラガナはドツ
ト２つ、アルファベットはドツト３つで表示する様にし
ている。この他に、漢字は無表示、カタカナは「力」、
ヒラガナは「ヒ」。The display control section 7 converts the character code stored in the memory 6 into a character pattern, and displays it on the display section 8. On the other hand, the character type stored in the memory 6 is converted into a corresponding identification symbol by the display control section 7, and displayed below the character as shown in FIG. In the example shown in FIG. 3, dots are used as identification symbols, and kanji are displayed with no dots, katakana with one dot, hiragana with two dots, and alphabets with three dots. In addition, kanji are not displayed, katakana is "power",
Hiragana is “hi”.
アルファベットは「ア」きいう文字を識別記号として用
い、文字の下に、文字より小さく表示してもよい。In the alphabet, the letter "A" may be used as an identification symbol, and may be displayed below the letter in a smaller size than the letter.
第３図の例は第１図（Ａ）の帳票上の記入文字の認識結
果を表示しているものであり、２文字目の「工」か記入
文字は漢字であるのに、認識文字はカタカナであること
を示し、４文字目の「へ」が記入文字はヒラガナである
のに、認識文字はカタカナであることを示し、７文字目
の「Ｌ」は記入文字がヒラガナの「シ」であるのに、認
識文字はアルファベット「Ｌ」であることを示している
。The example in Figure 3 displays the recognition results for the characters written on the form in Figure 1 (A), and the second character ``工'' is a kanji character, but the recognized characters are not. The fourth character "E" indicates that the entered character is Hiragana, but the recognized character is Katakana, and the seventh character "L" indicates that the entered character is Hiragana "shi". However, it shows that the recognized character is the alphabet "L".
この様に字種を表示しているので、オペレータは認識文
字と字種との両方から認識結果を判断できるので、特に
同型異文字の誤認識を見つけ易くなる。オペレータは表
示部８の表示を見て、キーボード９から誤認識の文字を
修正する。即ち、キーボード９によってカーソルを移動
し、当該誤認識の文字を指定し、且つメモリ６に次の候
補文字を第１順位の文字に変更させ、表示制御部７によ
り、誤認識である今までの第１順位の文字に代って次の
順位の文字２字種を表示させ、再度判断する。Since the character types are displayed in this way, the operator can judge the recognition result based on both the recognized character and the character type, making it easier to detect erroneous recognition of homomorphic and different characters. The operator looks at the display on the display section 8 and uses the keyboard 9 to correct the misrecognized characters. That is, the user moves the cursor using the keyboard 9, specifies the misrecognized character, causes the memory 6 to change the next candidate character to the first-ranked character, and uses the display control unit 7 to select the character that has been misrecognized. Two character types of the next ranking are displayed in place of the characters of the first ranking, and the judgment is made again.
一般にこれらの同型異文字や、極低した型の異文字では
、少なくとも２つ以上の文字が候補として認識部３で抽
出されるので、はとんどのケースでは、この様な順位の
入れ替えによって正しい文字に修正できる。キーボード
９が、数字、ヒラガナ。In general, for these isomorphic characters and extremely low-type characters, the recognition unit 3 extracts at least two or more characters as candidates, so in most cases, the correct result is obtained by changing the rankings like this. Can be edited into text. Keyboard 9 is numbers, Hiragana.
カタカナ、アルファベット等を入力できれば、メモリ６
の内容を直接これら字種の正しい文字に変更修正しても
よい。この場合も表示部８に表示され、字種も表示され
る。If you can input katakana, alphabets, etc., memory 6
You may directly change the contents of the text to the correct characters for these glyph types. In this case as well, it is displayed on the display section 8, and the type of character is also displayed.
この様にしてオペレータにより確認、修正された文字コ
ードはメモリ６からコンピュータ又は外部記憶装置に送
られ、利用に供される。The character code confirmed and corrected by the operator in this manner is sent from the memory 6 to the computer or external storage device for use.
９−
上述の実施例では、字種を識別記号に変換して表示する
例で説明したが、表示部８かカラー表示デバイスで構成
されている場合には、字種に応じて表示色を変更しても
よい。9- In the above embodiment, an example was explained in which the character type is converted into an identification symbol and displayed, but if the display unit 8 is configured with a color display device, the display color can be changed according to the character type. You may.
又、上述の説明では修正のためキーボードを用いたが、
その他の周知の入力手段を用いることも出来る。Also, in the above explanation, the keyboard was used for correction, but
Other known input means may also be used.
以上本発明を一実施例により説明したが、本発′明は本
発明の主旨に従い種々の変形か可能であり、本発明から
これらを排除するものではない。Although the present invention has been described above using one embodiment, the present invention can be modified in various ways according to the spirit of the present invention, and these are not excluded from the present invention.
以上説明した様に、本発明によれば、入力された影像信
号から文字を認識し、該認識した文字コードと該文字の
字種を出力する文字認識判定部と、該認識した文字コー
ドに対応する文字を表示する表示部とを有し、該表示部
に該字種に応じた表示形態で該文字を表示せしめること
を特徴としているので、多字種の文字を認識する際に、
表示部に表示された認識結果をオペレータか正しく判別
できるという効果を奏し、オペレータの誤修正若しくは
修正忘れを避けることが可能となる。また、オペレータ
は文字とその字種の両方から認識結果を判別できるので
、特に同型異文字が存在する多字種の認識装置の修正精
度を大巾に向上出来るという効果も奏し、複雑な文章判
断機能を付加しなくても日本語等の多字種の入力が可能
となり、しかも文章判断機能を付加しても識別し得ない
同型異文字の修正が可能となり、従って係る多字種文字
認識装置を安価に且つ小型に提供でき、係る文字認識装
置の普及並びに文章入力の簡易化に寄与するところが大
きい。As described above, according to the present invention, there is provided a character recognition determination unit that recognizes a character from an input image signal and outputs the recognized character code and the character type of the character, and a The present invention is characterized in that it has a display section that displays characters, and displays the characters on the display section in a display form that corresponds to the character type, so that when recognizing multi-character types,
This has the effect that it is possible to correctly determine whether the recognition result displayed on the display unit is the operator, and it is possible to avoid erroneous corrections or forgetting corrections by the operator. In addition, since the operator can distinguish the recognition result from both the character and its character type, it has the effect of greatly improving the correction accuracy of multi-character recognition equipment, especially when there are homologous and different characters. It is possible to input multi-character types such as Japanese without adding any functions, and it is also possible to correct homomorphic and different characters that cannot be identified even with the addition of a sentence judgment function. can be provided at low cost and in a small size, which greatly contributes to the spread of such character recognition devices and the simplification of text input.
第１図は従来の文字認識装置の説明図、第２図は本発明
の一実施例ブロック図、第３図は本発明による一実施例
表示例説明図である。
図中、１・・・走査部、２・・・認識辞書部、３・・・
認識部、４・・・字種判定辞書部、５・・・字種判定部
、６・・・メモリ、７・・・表示制御部、８・・・表示
部、９・・・キーボード。
−１１−
５７２FIG. 1 is an explanatory diagram of a conventional character recognition device, FIG. 2 is a block diagram of an embodiment of the present invention, and FIG. 3 is an explanatory diagram of a display example of an embodiment of the present invention. In the figure, 1... scanning section, 2... recognition dictionary section, 3...
Recognition unit, 4... Character type determination dictionary unit, 5... Character type determination unit, 6... Memory, 7... Display control unit, 8... Display unit, 9... Keyboard. -11- 572
Claims (3)
た文字コードと該文字の字種を出力する文字認識判定部
と、該認識した文字コードに対応する文字を表示する表
示部とを有し、該表示部ｉこ該字種に応じた表示形態で
該文字を表示せしめることを特徴とする多種文字認識装
置。(1) A character recognition determination unit that recognizes a character from an input image signal and outputs the recognized character code and character type of the character, and a display unit that displays the character corresponding to the recognized character code. A multi-character recognition device characterized in that the display section i displays the character in a display format according to the character type.
号を添付して表示することを特徴とする特許請求の範囲
第（１）項記載の多種文字認識装置。(2) The multi-character recognition device according to claim 1, wherein the display unit displays the characters with identification symbols corresponding to the character types attached thereto.
で表示することを特徴とする特許請求の範囲第（１）項
記載の多種文字認識装置。(3) The multi-character recognition device according to claim (1), wherein the display section displays the characters in a display color according to the character type.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP58246711A JPS60142792A (en) | 1983-12-29 | 1983-12-29 | Multi-kind character recognizing device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP58246711A JPS60142792A (en) | 1983-12-29 | 1983-12-29 | Multi-kind character recognizing device |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| JPS60142792A true JPS60142792A (en) | 1985-07-27 |
Family
ID=17152501
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP58246711A Pending JPS60142792A (en) | 1983-12-29 | 1983-12-29 | Multi-kind character recognizing device |
Country Status (1)
| Country | Link |
|---|---|
| JP (1) | JPS60142792A (en) |
Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS63146187A (en) * | 1986-12-10 | 1988-06-18 | Matsushita Electric Ind Co Ltd | Character recognizing device |
| JPS6414684A (en) * | 1987-07-08 | 1989-01-18 | Hitachi Ltd | Displaying and selecting method for same shape different character type character of hand-written character recognizing device |
| JPH03172982A (en) * | 1989-12-01 | 1991-07-26 | Oki Electric Ind Co Ltd | Character recognizing device |
| JPH0442380A (en) * | 1990-06-08 | 1992-02-12 | Seiko Epson Corp | Recognized character display device |
| JPH04238525A (en) * | 1991-01-22 | 1992-08-26 | Sony Corp | Character input and control device |
| JPH04336689A (en) * | 1991-05-14 | 1992-11-24 | Sharp Corp | Personal information terminal device |
| JP2006301296A (en) * | 2005-04-20 | 2006-11-02 | Sharp Corp | Document display device and method |
| CN101848303A (en) * | 2009-03-27 | 2010-09-29 | 夏普株式会社 | Image processing apparatus, image processing system and image processing method |
| WO2020203339A1 (en) * | 2019-03-29 | 2020-10-08 | Ａｒｉｔｈｍｅｒ株式会社 | Printed character string recognition device, program, and method |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS5324733A (en) * | 1976-08-20 | 1978-03-07 | Hitachi Ltd | Cha racter reader |
| JPS5523514A (en) * | 1978-08-03 | 1980-02-20 | Oki Electric Ind Co Ltd | Character reader |
| JPS57778A (en) * | 1980-06-03 | 1982-01-05 | Mitsubishi Electric Corp | Optical character reader |
-
1983
- 1983-12-29 JP JP58246711A patent/JPS60142792A/en active Pending
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS5324733A (en) * | 1976-08-20 | 1978-03-07 | Hitachi Ltd | Cha racter reader |
| JPS5523514A (en) * | 1978-08-03 | 1980-02-20 | Oki Electric Ind Co Ltd | Character reader |
| JPS57778A (en) * | 1980-06-03 | 1982-01-05 | Mitsubishi Electric Corp | Optical character reader |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS63146187A (en) * | 1986-12-10 | 1988-06-18 | Matsushita Electric Ind Co Ltd | Character recognizing device |
| JPS6414684A (en) * | 1987-07-08 | 1989-01-18 | Hitachi Ltd | Displaying and selecting method for same shape different character type character of hand-written character recognizing device |
| JPH03172982A (en) * | 1989-12-01 | 1991-07-26 | Oki Electric Ind Co Ltd | Character recognizing device |
| JPH0442380A (en) * | 1990-06-08 | 1992-02-12 | Seiko Epson Corp | Recognized character display device |
| JPH04238525A (en) * | 1991-01-22 | 1992-08-26 | Sony Corp | Character input and control device |
| JPH04336689A (en) * | 1991-05-14 | 1992-11-24 | Sharp Corp | Personal information terminal device |
| JP2006301296A (en) * | 2005-04-20 | 2006-11-02 | Sharp Corp | Document display device and method |
| CN101848303A (en) * | 2009-03-27 | 2010-09-29 | 夏普株式会社 | Image processing apparatus, image processing system and image processing method |
| JP2010231648A (en) * | 2009-03-27 | 2010-10-14 | Sharp Corp | Image processing device, image forming device, image processing method, program and recording medium of the same |
| WO2020203339A1 (en) * | 2019-03-29 | 2020-10-08 | Ａｒｉｔｈｍｅｒ株式会社 | Printed character string recognition device, program, and method |
| JP6820578B1 (en) * | 2019-03-29 | 2021-01-27 | Ａｒｉｔｈｍｅｒ株式会社 | Type string recognition device, program, and method. |
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