JPS62145485A - Character recognition system - Google Patents

Character recognition system

Info

Publication number
JPS62145485A
JPS62145485A JP60287505A JP28750585A JPS62145485A JP S62145485 A JPS62145485 A JP S62145485A JP 60287505 A JP60287505 A JP 60287505A JP 28750585 A JP28750585 A JP 28750585A JP S62145485 A JPS62145485 A JP S62145485A
Authority
JP
Japan
Prior art keywords
character
recognition
segmenting
cutting
systems
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
JP60287505A
Other languages
Japanese (ja)
Inventor
Masayuki Ishigami
正之 石上
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.)
Ricoh Co Ltd
Original Assignee
Ricoh 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 Ricoh Co Ltd filed Critical Ricoh Co Ltd
Priority to JP60287505A priority Critical patent/JPS62145485A/en
Publication of JPS62145485A publication Critical patent/JPS62145485A/en
Pending legal-status Critical Current

Links

Abstract

PURPOSE:To correctly segment a character without reducing the recognition speed and to enhance a recognition rate by providing the plural systems of character segmenting parts and recognition parts. CONSTITUTION:The character segmenting parts 21, 31 respectively segment simultaneously according to different segmenting methods with respect to a character sequence pattern stored in a line buffer 1. The recognition part 22 recognizes the character pattern segmented in the segmenting part 21 and informs a candidate character and its similarity to a result decision part 4. Similarly, the recognition part 32 performs the processing and informs to the decision part 4. The decision part 4, when both systems complete the recognition of the character sequence pattern of one line, decides whether either one of the recognition results from both systems is reasonable or not based on the similarity of the respective candidate characters and outputs the final recognition result. Thereby, the correct character segmenting is performed without reducing the recognition speed and the recognition rate can be enhanced.

Description

【発明の詳細な説明】 〔技術分野〕 本発明は、帳票上の文字イメージを読取って認識する文
字認識方式に関する。
DETAILED DESCRIPTION OF THE INVENTION [Technical Field] The present invention relates to a character recognition method for reading and recognizing character images on a form.

(従来技術〕 文字認識装置における文字認識においては、そのL!!
識率を上げるには、まず正確な文字切出しが必要不可決
である0通常、文字切出しは、単純に定ピツチで行った
り、垂直射影をもとに行ったりしているが、あらゆる帳
票や文字イメージに対して最適箋いえるのが見当らない
のが現状である。
(Prior art) In character recognition in a character recognition device, the L!!
In order to improve the recognition rate, accurate character extraction is essential.Normally, character extraction is done simply by using a fixed pitch or based on vertical projection, but it can be done on any form or character. The current situation is that there is no one that can be said to be optimal for the image.

したがって、切出した文字パターンを正確に認識できた
か、即ち、認識結果も考慮して文字の正当性を確認する
必要がある。
Therefore, it is necessary to check whether the cut out character pattern has been accurately recognized, that is, the validity of the character, taking into consideration the recognition result.

しかしながら、従来の文字切出しは、あくまで文字認識
の前処理として独立に行われ、両者を有機的に結びつけ
て文字認識を行うことはまれで。
However, conventional character extraction is performed independently as preprocessing for character recognition, and it is rare to organically link the two to perform character recognition.

仮に認識しながら正確な切出しを行おうとすると認識速
度の低下を招く問題があった。
If an attempt was made to perform accurate extraction while recognizing, there would be a problem that the recognition speed would decrease.

(目 的〕 本発明の目的は1分離文字や接触文字などの切出しを困
難にするような文字を含む文字列に対しても、切出し精
度を高め、認識率の高い文字認識方式を提供することに
ある。
(Purpose) The purpose of the present invention is to provide a character recognition method that improves the accuracy of extraction and has a high recognition rate even for character strings that include characters that are difficult to extract, such as single-separated characters and contact characters. It is in.

〔構 成〕〔composition〕

本発明は、複数系統の文字切出し部と認識部を設け、同
じ文字列パターンに対して、複数系統で同時に異った切
出し法により文字切出しを行って認識し1例えば1行分
の文字パターンの認識が終了した段階で各系統の認識結
果から各文字ごとに妥当な認識結果を判定することによ
り、認識速度を低下させることなく、認識率の高い文字
認識装置を実現するものである。
The present invention provides a plurality of systems of character extraction units and recognition units, and recognizes the same character string pattern by simultaneously performing character extraction using different extraction methods in the plurality of systems. By determining a valid recognition result for each character from the recognition results of each system at the stage when recognition is completed, a character recognition device with a high recognition rate can be realized without reducing recognition speed.

以下、本発明の実施例について図面により説明する。Embodiments of the present invention will be described below with reference to the drawings.

第1図は本発明の文字認識方式の一実施例のブロック図
でラインバッファ1と、文字切出し部(1)21及び認
識部(1)22の第1文字切出/認識系統2と1文字切
出し部(2)31及び認識部(2)32の第2文字切出
/認識系統3と。
FIG. 1 is a block diagram of an embodiment of the character recognition method of the present invention, which includes the line buffer 1, the first character extraction/recognition system 2 of the character extraction section (1) 21 and the recognition section (1) 22, and one character. A second character extraction/recognition system 3 of the extraction section (2) 31 and the recognition section (2) 32.

結果判定部4からなる。It consists of a result determination section 4.

帳票上の1行分の文字列パターンは2値パターン化され
てラインバッファ1に格納される。このラインバッファ
1の文字列パターンに対して、文字切出し部(1)21
と文字切出し部(2)31は同時に異った切出し法によ
りそれぞれ文字切出しを実行する。例えば1文字切出し
部(1)21ではあらかじめ指定されたピッチにより定
ピツチ切出しを行い、切出し部(2)31では垂直射影
にもとづいて切出しを行う。これらの文字切出し法は周
知であるので、その詳細は省略する。認識部(1)22
は9文字切出し部(1)21で切出された文字パターン
の特徴抽出を行った後、あらかじめ用意されている特徴
辞書との照合を行い、候補文字並びにその類似度を結果
判定部4に通知する。同様にして認識部(2)32でも
、文字切出し部(2)31で切出された文字パターンの
認識処理を行い、候補文字並びにその類似度を結果判定
部4に通知する。結果判定部4では1両系統2.3が1
行分の文字列パターンの認識を終了した時点で、各候補
文字の類似度にもとづき、どちらの系統からの認識結果
が妥当か判定し、最終認識結果を出力する。
The character string pattern for one line on the form is converted into a binary pattern and stored in the line buffer 1. For the character string pattern of this line buffer 1, the character cutting section (1) 21
and character segmentation unit (2) 31 simultaneously execute character segmentation using different segmentation methods. For example, the one-character cutting section (1) 21 performs constant pitch cutting using a prespecified pitch, and the cutting section (2) 31 performs cutting based on vertical projection. Since these character extraction methods are well known, their details will be omitted. Recognition unit (1) 22
After extracting the features of the character pattern cut out by the 9-character extraction unit (1) 21, it is compared with a feature dictionary prepared in advance, and the candidate characters and their similarity are notified to the result determination unit 4. do. Similarly, the recognition unit (2) 32 also performs recognition processing on the character pattern cut out by the character cutout unit (2) 31, and notifies the result determination unit 4 of candidate characters and their degrees of similarity. In the result judgment section 4, 1-car system 2.3 is 1
When recognition of the character string pattern for a line is completed, based on the degree of similarity of each candidate character, it is determined which system the recognition result from is valid, and the final recognition result is output.

第2図に本発明の他の実施例のブロック図を示す、これ
は、1文字分の認識が終了するごとに、結果判定制御部
4においていずれの系統の認識結果がより妥当かを判定
し、それを各文字切出し部21、”31にフィードバッ
クして次の文字切出しに反映せしめ、文字切出し精度を
高めるようにしたものである。
FIG. 2 shows a block diagram of another embodiment of the present invention, in which each time recognition for one character is completed, the result determination control unit 4 determines which system of recognition results is more valid. , and is fed back to each character segmentation section 21, 31 to be reflected in the next character segmentation, thereby increasing the accuracy of character segmentation.

例えば1文字切出し部(1)21と文字切出し部(2)
31はともに垂直射影を用いて文字切出しを行うが1文
字パターン″い”や“は″のように、分離したパーンの
連結処理が異なり、第3図に示すように同一の文字列パ
ターンに対して文字切出し部(1)21は同図(1)の
ように、文字切出し部(2)31は同図(2)のように
切出すとする。この場合、認識部22.32からの類似
度により結果判定制御部4は、第3文字目については第
3図(1)の方が妥当と判定し、信号線42により切出
し部(2)31に対して切出し位置をbからaに修正す
るように指示する。これにより、切出し部(2)31は
第3文字目に対して誤った切出しを行ったにもかへわら
ず、その影響をうけずに2次の第4文字目の切出し処理
を行える。
For example, one character cutting part (1) 21 and character cutting part (2)
31 both cut out characters using vertical projection, but the process of concatenating separated pans is different for the single character patterns "ii" and "ha", as shown in Figure 3. It is assumed that the character cutting portion (1) 21 is cut out as shown in (1) in the same figure, and the character cutting portion (2) 31 is cut out as shown in (2) in the same figure. In this case, the result determination control unit 4 determines that FIG. 3 (1) is more appropriate for the third character based on the similarity from the recognition unit 22. to correct the cutting position from b to a. As a result, even though the cutting unit (2) 31 incorrectly cuts out the third character, it can carry out the secondary cutting process of the fourth character without being affected by the incorrect cutting.

また、パターン“い″については、切出し部(1)21
が誤って切出すが、切出し部(2)31は正しく切出し
を行う、この場合は、切出し部(1)21に対してCか
らdへの切出し位置修正が結果判定制御部(4)より信
号線41を介して指示される。なお、各文字切出し部2
1.31の文字切出し法は、信号線23.33によりあ
らかじめ結果判定制御部4に伝えておけばよい。
In addition, for the pattern "I", the cutout part (1) 21
However, the cutting unit (2) 31 performs the correct cutting. In this case, the result judgment control unit (4) sends a signal to correct the cutting position from C to d for the cutting unit (1) 21. It is indicated via line 41. In addition, each character cutting section 2
The character extraction method of 1.31 may be communicated to the result determination control section 4 in advance through the signal line 23.33.

第1図及び第2図の実施例では1文字切出/認識系統を
2系統としたが、勿論、3系統以上でもよいことは云う
までもない。
In the embodiments shown in FIGS. 1 and 2, there are two systems for single character extraction/recognition, but it goes without saying that three or more systems may be used.

〔効 果〕 以上の説明から明らかな如く1本発明によれば。〔effect〕 As is clear from the above description, one aspect of the present invention is as follows.

文字切出し部と、認識部を複数系統設けることにより1
分離文字や接触文字などの切出しを困難にするような文
字を含む文字列に対しても、認識速度を低下させずに、
正確な文字切出しを行い、認識率を高めることができる
1 by providing multiple systems of character extraction units and recognition units.
Even for character strings that include characters that are difficult to extract, such as separated characters and touching characters, the recognition speed is not reduced.
Accurate character extraction can be performed to increase recognition rate.

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

第1図は本発明の一実施例のブロック図、第2図は本発
明の他の実施例のブロック図、第3図は第2図の動作を
説明するための図である。 11.、ラインバッファ、  2・・・第1文字切出/
認識系統、 3・・・第2文字切出/認識系統、4・・
・結果判定(制御)部、 21.31・・・文字切出し
部、 22.32・・・認識部。 代理人弁理士  鈴 木   誠 −・、ニア1 ・ I−+う・ 第1図 第2図
FIG. 1 is a block diagram of one embodiment of the present invention, FIG. 2 is a block diagram of another embodiment of the present invention, and FIG. 3 is a diagram for explaining the operation of FIG. 2. 11. , line buffer, 2...first character extraction/
Recognition system, 3... Second character extraction/recognition system, 4...
-Result judgment (control) section, 21.31...Character cutting section, 22.32...Recognition section. Representative Patent Attorney Makoto Suzuki -・, Near 1 ・I-+U・ Figure 1 Figure 2

Claims (2)

【特許請求の範囲】[Claims] (1)文字列パターンから1文字毎に文字パターンを切
出し認識する方式において、文字切出し部と認識部を複
数系統設け、文字列パターンに対して、各系統でそれぞ
れ異なる切出し法により文字パターンの切出して行って
認識し、いずれの系統の認識結果が妥当か判定すること
を特徴とする文字認識方式。
(1) In a method for cutting out and recognizing character patterns character by character from a character string pattern, multiple systems of character cutting sections and recognition sections are provided, and character patterns are cut out using different cutting methods for each system for the character string pattern. A character recognition method is characterized in that a character recognition method is used to determine which system's recognition result is valid.
(2)特許請求の範囲第1項記載の文字認識方式におい
て、妥当と判定された系統による文字切出し情報を他系
統の文字切出し部に伝えることを特徴とする文字認識方
式。
(2) A character recognition method according to claim 1, characterized in that character segmentation information based on a system determined to be appropriate is transmitted to a character segmentation unit of another system.
JP60287505A 1985-12-20 1985-12-20 Character recognition system Pending JPS62145485A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP60287505A JPS62145485A (en) 1985-12-20 1985-12-20 Character recognition system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP60287505A JPS62145485A (en) 1985-12-20 1985-12-20 Character recognition system

Publications (1)

Publication Number Publication Date
JPS62145485A true JPS62145485A (en) 1987-06-29

Family

ID=17718206

Family Applications (1)

Application Number Title Priority Date Filing Date
JP60287505A Pending JPS62145485A (en) 1985-12-20 1985-12-20 Character recognition system

Country Status (1)

Country Link
JP (1) JPS62145485A (en)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5998283A (en) * 1982-11-27 1984-06-06 Hitachi Ltd Pattern segmenting and recognizing system
JPS60107191A (en) * 1983-11-15 1985-06-12 Fujitsu Ltd Character recognizing system
JPS60108981A (en) * 1983-11-18 1985-06-14 Hitachi Ltd Optical character reader

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5998283A (en) * 1982-11-27 1984-06-06 Hitachi Ltd Pattern segmenting and recognizing system
JPS60107191A (en) * 1983-11-15 1985-06-12 Fujitsu Ltd Character recognizing system
JPS60108981A (en) * 1983-11-18 1985-06-14 Hitachi Ltd Optical character reader

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