JPS63239569A - Character recognition device - Google Patents

Character recognition device

Info

Publication number
JPS63239569A
JPS63239569A JP62074695A JP7469587A JPS63239569A JP S63239569 A JPS63239569 A JP S63239569A JP 62074695 A JP62074695 A JP 62074695A JP 7469587 A JP7469587 A JP 7469587A JP S63239569 A JPS63239569 A JP S63239569A
Authority
JP
Japan
Prior art keywords
recognition
character
parameters
extraction
unit
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP62074695A
Other languages
Japanese (ja)
Inventor
Hideyuki Oka
秀幸 岡
Mariko Takenouchi
磨理子 竹之内
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Panasonic Holdings Corp
Original Assignee
Matsushita Electric Industrial Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Matsushita Electric Industrial Co Ltd filed Critical Matsushita Electric Industrial Co Ltd
Priority to JP62074695A priority Critical patent/JPS63239569A/en
Publication of JPS63239569A publication Critical patent/JPS63239569A/en
Pending legal-status Critical Current

Links

Abstract

PURPOSE:To make rerecognizing operation speedy and accurate by extracting and rerecognizing a character area or character pattern corresponding to a candidate character for recognition when an error in character recognition occurs to a recognition part. CONSTITUTION:An image which includes a character area to be recognized is converted into a binary signal, which is stored in an image memory 2. A character segmentation part 3 segments a character string from the memory 2, further segments each character pattern to be recognized into a rectangle R, and stores it in a memory 4. The recognition part 5 finds the feature quantities of strokes of a character pattern in the rectangle R which is stored in the memory 4, and compares them with feature quantities in a dictionary 6 to extract the most similar character. If an error in recognition occurs to the recognition part 5, a rerecognition control part 7 re-sets parameters of the segmentation part 3 and parameters of the recognition part 5 and the results are displayed on a display part 8. Thus, the rerecognizing operation is made speedy and accurate.

Description

【発明の詳細な説明】 を認識し、例えばJISコード等の情報量に変換する文
字認識装置に関するものである。
DETAILED DESCRIPTION OF THE INVENTION The present invention relates to a character recognition device that recognizes and converts information into an amount of information such as a JIS code.

従来の技術 従来の文字認識装置(昭和61年度電子通信学会総合全
国大会予稿集1515 ”)では文字切り出し部で文字
を切り出した後、文字認識部で認識対象文字パターンを
認識辞書と照合することにより認識部・補文字を抽出し
、認識結果として出力していた。
Conventional technology In conventional character recognition devices (Proceedings of the 1986 Institute of Electronics and Communication Engineers General National Conference Proceedings 1515), after cutting out characters in a character cutting section, the character recognition section compares the character pattern to be recognized with a recognition dictionary. The recognition part and complementary characters were extracted and output as recognition results.

発明が解決しようとする問題点 しかしながら上記のような構成では、認識結果が誤って
いた場合、誤って認識した文字に対応する文字パターン
をオペレータが指定して前記文字パターンを再認識させ
なければならないという問題点を有していた。
Problems to be Solved by the Invention However, with the above configuration, if the recognition result is incorrect, the operator must specify a character pattern corresponding to the incorrectly recognized character to re-recognize the character pattern. There was a problem.

本発明はかかる点に鑑み、認識部で認識候補文字を抽出
した後、再認識を行なうために切り出しパラメータ及び
認識パラメータを変更し再認識制御部で認識候補文字に
対応する認識対象文字領域及び認識対象文字パターンを
抽出し、文字切り出し部及び認識部に転送し再度文字切
り出し及び文字認識を行ない認識候補文字を抽出するこ
とにより、再認識を行う文字認識装置を提供することを
目的とする。
In view of this, the present invention extracts a recognition candidate character in a recognition unit, changes the extraction parameters and recognition parameters in order to perform re-recognition, and then uses a re-recognition control unit to extract a recognition target character area corresponding to the recognition candidate character and recognize it. It is an object of the present invention to provide a character recognition device that performs re-recognition by extracting a target character pattern, transferring it to a character segmentation unit and a recognition unit, performing character segmentation and character recognition again, and extracting recognition candidate characters.

問題点を解決するための手段 本発明による文字認識装置は前記問題点を解決するため
、認識対象文字領域を含む画像を入力する画像入力部と
、予め設定された切り出しパラメータに従って認識対象
文字領域から認識対象となる文字パターンを切り出す文
字切り出し部と、予め設定された認識パラメータに従っ
て認識対象文字パターンを辞書と照合することにより認
識候補文字を抽出する認識部と、前記文字切り出し部の
切り出しパラメータ及び前記認識部の認識パラメータを
再設定し切り出しパラメータと認識パラメータに従って
前記認識部で得られた認識候補文字に対応する認識対象
文字領域を前記文字切り出し部に転送し再認識対象文字
パターンを抽出し前記再認識対象文字パターンを前記認
識部に転送し再認識候補文字を抽出する系と再設定され
た切り出しパラメータと認識パラメータに従って前記認
識部で得られた認識候補文字に対応する認識対象文字パ
ターンを前記認識部に転送し再認識候補文字を抽出する
系を有する再認識制御部で構成されている。
Means for Solving the Problems In order to solve the above-mentioned problems, the character recognition device according to the present invention includes an image input section that inputs an image including a character region to be recognized, and a character recognition device that extracts images from the character region to be recognized according to preset cutout parameters. a character extraction unit that extracts a character pattern to be recognized; a recognition unit that extracts recognition candidate characters by comparing the recognition target character pattern with a dictionary according to preset recognition parameters; The recognition parameter of the recognition unit is reset, and the recognition target character area corresponding to the recognition candidate character obtained by the recognition unit is transferred to the character extraction unit according to the extraction parameter and the recognition parameter, and the character pattern to be re-recognized is extracted. A system that transfers the recognition target character pattern to the recognition unit and extracts re-recognition candidate characters, and recognizes the recognition target character pattern corresponding to the recognition candidate character obtained by the recognition unit according to the reset parameters and recognition parameters. The re-recognition control section has a system for extracting candidate characters for re-recognition.

作用 本発明は前記の技術的手段により、認識部で得られた認
識候補文字が誤っていた場合、再認識を行なうために各
パラメータを変更し再認識制御部で再認識する対象を抽
出するため、認識候補文字に対応する認識対象文字領域
をオペレータが指示し抽出する必要がなくなり、認識作
業を敏速且つ正確に行なうことが出来る。
Operation The present invention uses the above-mentioned technical means to change each parameter in order to perform re-recognition when the recognition candidate character obtained by the recognition unit is incorrect, and to extract the target to be re-recognized by the re-recognition control unit. There is no need for an operator to instruct and extract a recognition target character area corresponding to a recognition candidate character, and recognition work can be performed quickly and accurately.

実施例 本発明の実施例について図面を参照しながら説明する。Example Embodiments of the present invention will be described with reference to the drawings.

第1図は、本発明による文字認識装置の一実施例の構成
図である。1は画像入力部であり、認識対象文字領域を
含む画像を走査して2値信号で画像を入力し画像メモリ
2に格納する。3は文字切り出し部であり、画像メモリ
2に格納されている2値画像から文字列を切り出し、さ
らに1字ずつ認識対象文字パターンを矩形で切り出す。
FIG. 1 is a block diagram of an embodiment of a character recognition device according to the present invention. Reference numeral 1 denotes an image input unit which scans an image including a character area to be recognized, inputs the image as a binary signal, and stores the image in the image memory 2. Reference numeral 3 denotes a character cutting unit which cuts out a character string from the binary image stored in the image memory 2, and further cuts out a rectangular character pattern to be recognized character by character.

4は切り出しメモリであり、文字切り出し部3で得られ
た結果を格納するメモリである。5は認識部であり、切
り出しメモリ4に格納されている矩形の内部に存在する
認識対象文字パターンのストローク゛等の特徴量を求め
、予め辞書6に登録されている各文字の特徴量とを比較
し最も類似した文字を認識結果とする。7は再認識制御
部であり、文字切り出し部3の切り出しパラメータ及び
認識部5の認識パラメータを再設定し、切り出しパラメ
ータが変更された場合には認識部5で既に得られている
認識候補文字に対応する認識対象文字領域を文字切り出
し部3に転送し再認識対象文字パターンを抽出し、更に
その再認識対象文字パターンを認識部5に転送し再認識
候補文字を抽出する。認識パラメータのみが変更され−
た場合には認識部5で既に得られている認識候補文字に
対応する認識対象文字パターンを認識部5に転送し再認
識候補文字を抽出する。8は表示部であり、文字切り出
しの結果と文字認識の結果を表示する。
Reference numeral 4 denotes a cutting memory, which stores the results obtained by the character cutting section 3. Reference numeral 5 denotes a recognition unit, which obtains feature quantities such as strokes of the character pattern to be recognized that exists inside the rectangle stored in the extraction memory 4, and compares it with the feature quantities of each character registered in advance in the dictionary 6. The most similar character is used as the recognition result. 7 is a re-recognition control unit, which resets the extraction parameters of the character extraction unit 3 and the recognition parameters of the recognition unit 5, and when the extraction parameters are changed, the recognition candidate characters already obtained by the recognition unit 5 are changed. The corresponding character region to be recognized is transferred to the character cutting section 3 to extract a character pattern to be re-recognized, and further the character pattern to be re-recognized is transferred to the recognition section 5 to extract candidate characters for re-recognition. Only recognition parameters are changed −
In this case, the recognition target character pattern corresponding to the recognition candidate character already obtained by the recognition unit 5 is transferred to the recognition unit 5, and the recognition candidate character is extracted again. A display section 8 displays the results of character extraction and character recognition.

以上のように構成された本実施例の文字認識装置につい
て、以下その動作を第2図に示す入力画像を例に説明す
る。
The operation of the character recognition device of this embodiment configured as described above will be described below using an input image shown in FIG. 2 as an example.

画像入力部1から入力された第2図に示すような画像は
2値化されて画像メモリ2に格納し、入力画像の全領域
を認識対象文字領域として文字切り出し部3に設定する
An image as shown in FIG. 2 input from the image input section 1 is binarized and stored in the image memory 2, and the entire area of the input image is set in the character cutout section 3 as a character area to be recognized.

文字切り出し部3は、画像メモリ2に蓄えられている入
力画像のうち、画像入力部1或いは再認識制御部7で設
定された領域の画像Qを文字列方向に射影して文字列を
構成する画素のヒストグラムH2を求め、ヒストグラム
H2の値が連続して1画素以上ある範囲の開始・終了座
標(ya++yε1)・・・(y a + * y e
 + )を文字列座標とし、文字列画像りを切り出す。
The character cutting unit 3 constructs a character string by projecting an image Q of an area set by the image input unit 1 or the re-recognition control unit 7 in the direction of the character string from among the input images stored in the image memory 2. Find the histogram H2 of the pixels, and find the start and end coordinates (ya++yε1) of the range where the value of the histogram H2 is one or more consecutive pixels (ya++yε1)...(y a + * y e
+ ) as the string coordinates and cut out the string image.

第3図(a)に文字列画像りを示す。次に文字列画像り
を文字列に垂直な方向に射影して各文字を構成する画素
のヒストグラムH。
FIG. 3(a) shows a character string image. Next, a histogram H of pixels forming each character is obtained by projecting the character string image in a direction perpendicular to the character string.

を求め、ヒストグラムHいの値が連続して1画素以上あ
る範囲の開始・終了座標(xs++xg+)・(Xa2
+ xl!!り @ a a (Xl191 XI!9
)を求め、文字列座標と組み合わせて認識対象文字パタ
ーンを矩形R+ (i=1.  ・・・+m)で切り出
す。その切り出し結果を切り出しメモリ4に第3図(b
)のような形式で格納する。更に、切り出しメモリ4に
設定した矩形Rの格納開始アドレス及び格納終了アドレ
スを認識部5に設定する。
Find the start and end coordinates (xs++xg+)・(Xa2
+xl! ! ri @ a a (Xl191 XI!9
) and combine them with the character string coordinates to cut out the character pattern to be recognized into a rectangle R+ (i=1. . . +m). The extraction results are stored in the extraction memory 4 in Fig. 3 (b).
). Furthermore, the storage start address and storage end address of the rectangle R set in the cutout memory 4 are set in the recognition unit 5.

認識部5では、切り出しメモリ4に格納されている矩形
Rのなかで文字切り出し部3か或いは再認識制御部7に
より設定された格納開始アドレスと格納終了アドレスに
含まれる矩形R1に着目する。着目矩形R1で囲まれた
認識対象文字パターンP+について、第4図(b)の矢
印が示す方向に着目画素を含んでM個以上連なっている
か否かを調べて着目画素に方向コードを付与し、方向コ
ード毎に画素の連結性を調べてストロークを抽出し、ス
トロークの数・位置・長さ等をn次元の特徴量fii 
(J=1.  ・・・、n)として抽出する。第4図(
a)に認識対象文字パターンr発」のストローク抽出結
果を示す。さらに、得られた認識対象文字パターンP1
の特徴量f1と予め貯えられている認識用辞書6の各文
字Cbの特徴量ck+との距離D i kを D + b =ΣIf++  ch+1により求め、D
ikが小さいものを認識結果A1とする。
The recognition unit 5 focuses on the rectangle R1 included in the storage start address and the storage end address set by the character extraction unit 3 or the re-recognition control unit 7 among the rectangles R stored in the extraction memory 4. Regarding the character pattern P+ to be recognized surrounded by the target rectangle R1, it is checked whether or not there are M or more consecutive character patterns including the target pixel in the direction indicated by the arrow in FIG. 4(b), and a direction code is assigned to the target pixel. , examine the connectivity of pixels for each direction code, extract strokes, and calculate the number, position, length, etc. of strokes using n-dimensional feature quantities fii
(J=1....,n). Figure 4 (
Figure a) shows the stroke extraction results for the character pattern r to be recognized. Furthermore, the obtained recognition target character pattern P1
The distance D i k between the feature amount f1 of
The one with the smaller ik is set as the recognition result A1.

再認識制御部7は、再認識する際に用いる切り出しパラ
メータを文字切り出し部3に再設定し、認識パラメータ
を認識部5に再設定する。再設定する切り出しパラメー
タ及び認識パラメータの一例を第5図に示す。切り出し
パラメータが変更された場合には、認識パラメータの変
更の有無を問わず切り出しと認識の両方が再実行され、
切り出しパラメータが変更されず認識パラメータのみが
変更された場合には認識のみが再実行される。本実施例
では、切り出しパラメータを全角から半角に変更し、認
識パラメータを仮名漢字から数字に変更した場合につい
て説明するので、切り出しと認識の両方が再実行される
。まず、認識部5で既に得られている認識候補文字に対
応する再認識文字領域を抽出する。その方法を第6図を
参照しながら説明する。認識候補文字の第2文字と第3
文字を選択し、それらの文字の文字領域を抽出する。第
2文字目に対応する認識対象文字パターンは矩形R2で
あり、第3文字目に対応するのは矩形R3であるので矩
形R2、R3を含む文字領域は座標(X 112 、 
Y I!+)と座標(XE3. Yell)囲まれる領
域となりその領域を再認識文字領域として抽出する。抽
出された再認識文字領域を文字切り出し部3に設定し文
字切り出しを行う。文字切り出し部3で切り出された再
認識文字パターンの矩形は切り出しメモリ4に新たに格
納され、その切り出し矩形R1を示すように矩形の格納
開始アドレス、格納終了アドレスを認識部5に設定する
。次に、認識部5で再認識させ再認識候補文字を得る。
The re-recognition control unit 7 resets the cut-out parameters used for re-recognition in the character cut-out unit 3, and resets the recognition parameters in the recognition unit 5. FIG. 5 shows an example of the cutting parameters and recognition parameters to be reset. If the extraction parameters are changed, both extraction and recognition are re-executed regardless of whether or not the recognition parameters have been changed.
If the extraction parameters are not changed and only the recognition parameters are changed, only recognition is re-executed. In this embodiment, a case will be described in which the extraction parameter is changed from full-width to half-width and the recognition parameter is changed from kana-kanji to numbers, so both extraction and recognition are re-executed. First, the recognition unit 5 extracts a re-recognized character area corresponding to the recognition candidate character already obtained. The method will be explained with reference to FIG. 2nd and 3rd characters of recognition candidate characters
Select characters and extract the character area of those characters. The character pattern to be recognized corresponding to the second character is rectangle R2, and the character pattern corresponding to the third character is rectangle R3, so the character area including rectangles R2 and R3 has the coordinates (X 112 ,
Y I! +) and the coordinates (XE3.Yell), and this area is extracted as the re-recognized character area. The extracted re-recognized character area is set in the character segmentation section 3 and character segmentation is performed. The rectangle of the re-recognized character pattern cut out by the character cutout section 3 is newly stored in the cutout memory 4, and the storage start address and storage end address of the rectangle are set in the recognition section 5 so as to indicate the cutout rectangle R1. Next, the recognition unit 5 performs re-recognition to obtain re-recognition candidate characters.

同様に、認識のみを再実行することも可能である。Similarly, it is also possible to re-execute only the recognition.

表示部8は、画像メモリ2に格納されている2値画像と
文字切り出し部3で得られた矩形R8と、認識部7で得
られた認識結果A、を表示する。第6図に認識して抽出
された認識候補文字と入力画像を表示している例を示し
、第7図に再認識して抽出された再認識候補文字と入力
画像を表示している例を示す。
The display unit 8 displays the binary image stored in the image memory 2, the rectangle R8 obtained by the character cutting unit 3, and the recognition result A obtained by the recognition unit 7. Figure 6 shows an example of displaying the recognition candidate characters extracted by recognition and the input image, and Figure 7 shows an example of displaying the re-recognition candidate characters extracted by re-recognition and the input image. show.

発明の効果 本発明では、認識部で文字の認識誤りが発生した場合、
認識候補文字に対応する文字領域或いは文字パターンを
抽出して再認識を行なう。このため、オペレータが認識
候補文字に対応する文字領域或いは文字パターンを探し
出して再認識する必要がな(なり、誤って認識候補文字
に対応しない文字領域或いは文字パターンを指定するこ
ともなくなる。さらに、認識パラメータのみが変更され
た場合には、必要のない再切り出しは行わず再認識のみ
を行う。つまり、再認識作業を敏速且つ正確に行なうこ
とが出来る。したがって、本発明にかかる文字認識装置
は、極めて産業上価値の高いものである。
Effects of the Invention In the present invention, when a character recognition error occurs in the recognition unit,
The character area or character pattern corresponding to the recognition candidate character is extracted and re-recognized. This eliminates the need for the operator to search for and re-recognize the character area or character pattern that corresponds to the recognition candidate character (and prevents the operator from accidentally specifying a character area or character pattern that does not correspond to the recognition candidate character. When only recognition parameters are changed, unnecessary re-extraction is not performed and only re-recognition is performed.In other words, re-recognition can be performed quickly and accurately.Therefore, the character recognition device according to the present invention , is of extremely high industrial value.

【図面の簡単な説明】[Brief explanation of the drawing]

第1図は本発明の一実施例に於ける文字認識装置の構成
図、第2図は入力画像の一例を示す説明図、第3図は本
発明の一実施例に於ける文字の切り出し方法を示す説明
図、第4図は本発明の一実施例に於ける特徴量の抽出方
法を示す説明図、第5図は本発明の一実施例に於ける切
り出しパラメータ及び認識パラメータの説明図、第6図
は本発明の一実施例に於ける認識候補文字に対応する認
識文字領域の抽出方法を示す説明図、第7図は本発明の
一実施例に於ける再認識を行って抽出された再認識候補
文字と入力画像を表示している表示部の説明図である。 1・・・画像入力部、2・・・画像メモリ部。 3・・・文字切り出し部、4・・・切り出しメモリ、5
・・・認識部、6・・・辞書、7・・・再認識制御部、
8・・・表示部。 代理人の氏名 弁理士 中尾敏男 ほか1名第1図 第3図 (αン 第4図 ((IJ (ら) ■ 第 5 図 第6図
Fig. 1 is a block diagram of a character recognition device in an embodiment of the present invention, Fig. 2 is an explanatory diagram showing an example of an input image, and Fig. 3 is a character cutting method in an embodiment of the present invention. FIG. 4 is an explanatory diagram showing a feature extraction method in an embodiment of the present invention, FIG. 5 is an explanatory diagram of extraction parameters and recognition parameters in an embodiment of the present invention, FIG. 6 is an explanatory diagram showing a method for extracting a recognized character area corresponding to a recognition candidate character in an embodiment of the present invention, and FIG. FIG. 3 is an explanatory diagram of a display unit displaying re-recognition candidate characters and an input image. 1... Image input section, 2... Image memory section. 3... Character cutting section, 4... Cutting memory, 5
... Recognition unit, 6... Dictionary, 7... Re-recognition control unit,
8...Display section. Name of agent: Patent attorney Toshio Nakao and one other person

Claims (1)

【特許請求の範囲】[Claims] 認識対象文字領域を含む画像を入力する画像入力部と、
予め設定された切り出しパラメータに従って認識対象文
字領域から認識対象となる文字パターンを切り出す文字
切り出し部と、予め設定された認識パラメータに従って
認識対象文字パターンを辞書と照合することにより認識
候補文字を抽出する認識部と、前記文字切り出し部の切
り出しパラメータ及び前記認識部の認識パラメータを再
設定し切り出しパラメータと認識パラメータに従って前
記認識部で得られた認識候補文字に対応する認識対象文
字領域を前記文字切り出し部に転送し再認識対象文字パ
ターンを抽出し前記再認識対象文字パターンを前記認識
部に転送し再認識候補文字を抽出する系と再設定された
切り出しパラメータと認識パラメータに従って前記認識
部で得られた認識候補文字に対応する認識対象文字パタ
ーンを前記認識部に転送し再認識候補文字を抽出する系
を有する再認識制御部を有することを特徴とする文字認
識装置。
an image input unit for inputting an image including a character region to be recognized;
A character extraction unit that extracts a character pattern to be recognized from a recognition target character area according to preset extraction parameters, and a recognition unit that extracts recognition candidate characters by comparing the recognition target character pattern with a dictionary according to preset recognition parameters. section, reset the extraction parameters of the character extraction section and the recognition parameters of the recognition section, and set the recognition target character area corresponding to the recognition candidate character obtained by the recognition section to the character extraction section according to the extraction parameters and the recognition parameters. A system for transferring and extracting a re-recognition target character pattern, transferring the re-recognition target character pattern to the recognition unit and extracting re-recognition candidate characters, and recognition obtained by the recognition unit according to the reset extraction parameters and recognition parameters. A character recognition device comprising a re-recognition control section having a system for transferring a recognition target character pattern corresponding to a candidate character to the recognition section and extracting re-recognition candidate characters.
JP62074695A 1987-03-27 1987-03-27 Character recognition device Pending JPS63239569A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP62074695A JPS63239569A (en) 1987-03-27 1987-03-27 Character recognition device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP62074695A JPS63239569A (en) 1987-03-27 1987-03-27 Character recognition device

Publications (1)

Publication Number Publication Date
JPS63239569A true JPS63239569A (en) 1988-10-05

Family

ID=13554621

Family Applications (1)

Application Number Title Priority Date Filing Date
JP62074695A Pending JPS63239569A (en) 1987-03-27 1987-03-27 Character recognition device

Country Status (1)

Country Link
JP (1) JPS63239569A (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS59216285A (en) * 1983-05-25 1984-12-06 Toshiba Corp Character recognizing device
JPS59221773A (en) * 1983-05-31 1984-12-13 Ricoh Co Ltd Character reading system of ocr
JPS6111886A (en) * 1984-06-28 1986-01-20 Mitsubishi Electric Corp Character recognition system
JPS61190677A (en) * 1985-02-18 1986-08-25 Fujitsu Ltd Shift controlling system for handwritten character recognition

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS59216285A (en) * 1983-05-25 1984-12-06 Toshiba Corp Character recognizing device
JPS59221773A (en) * 1983-05-31 1984-12-13 Ricoh Co Ltd Character reading system of ocr
JPS6111886A (en) * 1984-06-28 1986-01-20 Mitsubishi Electric Corp Character recognition system
JPS61190677A (en) * 1985-02-18 1986-08-25 Fujitsu Ltd Shift controlling system for handwritten character recognition

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