JPS6143078A - Processing system of original picture - Google Patents

Processing system of original picture

Info

Publication number
JPS6143078A
JPS6143078A JP59165116A JP16511684A JPS6143078A JP S6143078 A JPS6143078 A JP S6143078A JP 59165116 A JP59165116 A JP 59165116A JP 16511684 A JP16511684 A JP 16511684A JP S6143078 A JPS6143078 A JP S6143078A
Authority
JP
Japan
Prior art keywords
pixel
density
inputted
binary
output
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.)
Granted
Application number
JP59165116A
Other languages
Japanese (ja)
Other versions
JPH0574985B2 (en
Inventor
Hitoshi Suzuki
等 鈴木
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.)
Fujifilm Business Innovation Corp
Original Assignee
Fuji Xerox 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 Fuji Xerox Co Ltd filed Critical Fuji Xerox Co Ltd
Priority to JP59165116A priority Critical patent/JPS6143078A/en
Publication of JPS6143078A publication Critical patent/JPS6143078A/en
Publication of JPH0574985B2 publication Critical patent/JPH0574985B2/ja
Granted legal-status Critical Current

Links

Landscapes

  • Facsimile Image Signal Circuits (AREA)

Abstract

PURPOSE:To discriminate properly an intermediate and binary parts with the simple circuit constitution by executing the binary picture processing when a density difference exceeds a range of setting values and executing the half tone picture processing when the set value is within the range. CONSTITUTION:Density data Dn+1 from an A/D converter 1 and density data Dn from an FF2 are inputted as address signals to an arithmetic ROM5. In said ROM5 contents obtained by executing the algorithm arithmetic beforehand are stored. ''1'' at a logical level and zero at the logical level are outputted when said arithmetic is decided to be the binary processing and when it is decided to be the half tone procesing, respectively. After ''1'' or ''0'' deciding signal Gn sequentially outputted from the ROM5 is provisionally latched by a latch 6, it is inputted to a threshold ROM7. The threshold outputted from the ROM7 is inputted to a comparator 8. Density data Dn-1 from an FF3 is inputted to the other terminal of the comparator 8, and it compares these data and outputs a black/white binary signal.

Description

【発明の詳細な説明】 〔産業上の利用分野〕 この発明はファクシミリ、ディジタル複写機などに採用
される原稿画像処理方式に関し、特に文字部分と写真や
絵などの部分を簡易な構成で明確に判定させるための方
式に関する。
[Detailed Description of the Invention] [Field of Industrial Application] The present invention relates to a document image processing method employed in facsimile machines, digital copying machines, etc., and in particular, a method for clearly distinguishing text parts and parts such as photographs and pictures using a simple structure. This invention relates to a method for making a determination.

〔従来の技術〕[Conventional technology]

写真や絵など中間調で記録したほうが好ましい部分と文
字やグラフなど単に白黒2値で記録したほうが好ましい
部分とが混在する原稿の画像を読取る場合、原稿の全て
の部分圧中間調再現のための処理を施していたのでは文
字部分の解像度が劣化し、文字の判読が困難になる・こ
のため、原稿の文字部分と中間調部裕とを明確に識別し
、文字部分と中間調部分とで各別の画像処理を施す必要
があるが、従来は次のような方式により原稿画像の判別
を行っていた・(1)  読取った原稿の画像データを
アナログ信号の状態で帯域フィルタを通し、その出力の
高周波成分の量を調べ、高周波成分が多量に存在する部
分を文字部分として判定する。
When reading an image of a document that contains a mixture of parts such as photographs and pictures that are better recorded in halftones and parts such as characters and graphs that are better recorded simply in black and white, it is necessary to If processing is applied, the resolution of the text part will deteriorate, making it difficult to read the text.For this reason, it is necessary to clearly distinguish between the text part and the halftone part of the manuscript, and to distinguish between the text part and the halftone part. Although it is necessary to perform different image processing for each image, conventionally, the following method was used to distinguish the original image: (1) The image data of the read original is passed through a bandpass filter in the form of an analog signal, The amount of high frequency components in the output is checked, and a portion where a large amount of high frequency components are present is determined to be a character portion.

(2)読、取った原稿の画像データを多値のディジタル
データにム一り変換し、該多値ディジタルデータにより
注目画素と該注目画素を中心にした3×3の同辺領域に
ある8照画素との各濃度変動を調べ、該変動に基づき文
字部分であるか否かを判定する。
(2) Convert the image data of the read and captured original into multivalued digital data, and use the multivalued digital data to convert the pixel of interest and the 8 pixels in the same 3x3 area centered on the pixel of interest. Each density variation with respect to the target pixel is checked, and based on the variation, it is determined whether or not it is a text portion.

ところが、上記(1)の方式では一般的に判定の正確性
沈火けるという欠点があり、また上記(2)の方式では
判定の正確性という面では優れているが複雑な演算処理
を行なうため回路規模が大きくなりコスト高になる問題
点があった。
However, the method (1) above generally has the disadvantage of poor judgment accuracy, and the method (2) above is superior in terms of judgment accuracy, but requires complex calculation processing. There was a problem that the circuit scale became large and the cost increased.

〔発明が解決しようとする問題点〕[Problem that the invention seeks to solve]

この発明は上記問題点を解決すべくなされたものであり
、簡単な回路構成で中間調部分と2値部分とを正確に識
別させようとするものであるO 〔問題点を解決するための手段および作用〕この発明で
は、注目画素anの濃度レベルDnと該注目画素anに
主走査方向く隣接する1画素an十tの濃度レベルDK
l+1との濃度差1pn一度差が第1の設定値caより
大(1Dn−Dn+tl >aa)なるときまたは該濃
度差が前記第1の設定値Cd以F (IDn−Dn+t
l≦Cd)かつ前記平均濃度が第2の設定値CIIおよ
び第3の設定値QwDn+Dn+t         
 Dn+Dn++の範囲外である(    ・ 20w
 or□≦CB)ときには文字画像であると判別して通
常の固定スライスレベルによる2値化熟埋を行ない、ま
た前記濃度差が前記第1の設定値Od以下(ID・−D
n−1−tl≦ca)かつ前記平均濃度が第2の設定値
amおよび第3の設定値OWの範囲内D D+D n 
+1 であるとき(CB<〈OW)には写真 や絵などの画像であると判別し例えばディザマトリクス
によるディザ方式を用いた中間調画像処理を行なうよう
にする〇 〔実施例〕 第2図において、注目画素1!L11の濃度レベルなり
n、主走査方向に隣接する画素an−1,an’+1の
濃度レベルをそれぞれDn ””It”+1であるとす
る0本発明では、注目画素a!Iと隣接画素a n−1
−1との濃度状態のみを調べることにより該注目画素&
fl[中間調処理および2値化処理のいずれを施すかを
判定する◎ 該判定のための制御フローを第3図に示す。
This invention has been made to solve the above problem, and is intended to accurately distinguish between the halftone part and the binary part with a simple circuit configuration. and operation] In the present invention, the density level Dn of the pixel of interest an and the density level DK of one pixel an+t adjacent to the pixel of interest an in the main scanning direction.
When the concentration difference 1 pn with l+1 is once larger than the first set value ca (1Dn-Dn+tl >aa) or the concentration difference is greater than the first set value Cd (IDn-Dn+t
l≦Cd) and the average density is the second set value CII and the third set value QwDn+Dn+t
It is outside the range of Dn+Dn++ (・20w
or □≦CB), it is determined that it is a character image, and binarization is performed using a normal fixed slice level.
n-1-tl≦ca) and the average concentration is within the range of the second set value am and the third set value OW D D + D n
+1 (CB<<OW), it is determined that the image is a photograph or painting, and halftone image processing is performed using a dither method using a dither matrix, for example.〇 [Example] In Fig. 2 , Attention pixel 1! The density level of L11 is n, and the density levels of pixels an-1 and an'+1 adjacent to each other in the main scanning direction are Dn ``It'' + 1. In the present invention, the pixel of interest a!I and the adjacent pixel a n-1
By examining only the density state with -1, the target pixel &
fl[Determine whether to perform halftone processing or binarization processing◎ The control flow for this determination is shown in FIG.

まず、注目画素6nと隣接画素atl+1との濃度差1
Dn−Dn+11  (= D )を求め、該濃度差り
が設定値0(Lより大であれば文字画像であると判定し
スライスレベル固定の通常の2値化処理を行なう。一方
、上記濃度差りが設定値0(Lより小である場合は注目
画素anと隣接画素an+判定し、微小面積内でのnx
n個の画素の白黒判定スライスレベルを画素ごとに変化
させるディザ方式による中間調処理を行なう。平均濃度
0“+9°1゛が設定値OBおよびC・の範囲外の値で
ある場合は文字画像であると判定し、通常の2値化処理
を行なう。
First, the density difference 1 between the pixel of interest 6n and the adjacent pixel atl+1
Dn-Dn+11 (=D) is calculated, and if the density difference is greater than the set value 0 (L), it is determined that the image is a character image, and normal binarization processing with a fixed slice level is performed. If the value is less than the set value 0 (L), the pixel of interest an and the adjacent pixel an+ are determined, and nx within a minute area is determined.
Halftone processing is performed using a dither method in which the black and white determination slice level of n pixels is changed for each pixel. If the average density 0"+9°1" is a value outside the range of the set values OB and C., it is determined that the image is a character image, and normal binarization processing is performed.

上記設定値Od、C+aおよびQvは原稿の種類によっ
て各種の値を設定するのが可能であるが、第4図にその
一例を示す。
The above set values Od, C+a and Qv can be set to various values depending on the type of document, and an example thereof is shown in FIG.

第4図は画像データを「1」から「16」までの16階
調のディジタルデータにA / D変換し、Cde=9
,0B=3,0v=10としたときの判定態様を示すも
のであり、図中斜線で示した部分では中間調処理を行な
い、それ以外の部分では通常の2値化処理を行なう0例
えば注目画素anの濃度レベルpnが「8」で隣接画素
all++1の。
In Figure 4, image data is A/D converted to digital data with 16 gradations from "1" to "16", and Cde=9.
, 0B=3, 0v=10. Halftone processing is performed in the shaded areas in the diagram, and normal binarization processing is performed in other areas. The density level pn of pixel an is "8" and the adjacent pixel all++1.

濃度レベルDn+tが「8」である場合は中間調処理を
行ない、また注目画素amの濃度レベルDnが「13」
で隣接画素an+1の濃度レベルDfi+ 1が「15
」である場合は2値化、処理を行なう。
If the density level Dn+t is "8", halftone processing is performed, and the density level Dn of the pixel of interest am is "13".
Then, the density level Dfi+1 of the adjacent pixel an+1 is “15
”, binarization and processing are performed.

次に、第1図に本発明の具体構成例を示す。Next, FIG. 1 shows a specific configuration example of the present invention.

第1図において、CODなどの固体撮像素子(図示せず
)などにより読取られた原稿画像は画素ごとに順次にム
/D変換器1に入力される。
In FIG. 1, a document image read by a solid-state image pickup device (not shown) such as a COD is sequentially input to a MU/D converter 1 pixel by pixel.

A / D変換器1は入力されたアナログデータを16
値のディジタルデータにアナログ・ディジタル変換する
ものであり、その4ピツトの並列出力をシフトレジスタ
4の初段の7リツプフロツプ2に入力する。シフトレジ
スタ4はフリップフロップ2および3によって2段のシ
フトレジスタを構成しており、フリップフロップ3の出
力が画素an−1の濃度データDn−*であるとキニハ
、フリップフロップ2の出力は注目画素amの濃度デー
タDnであり、A/D変換器1の出力は画素a n −
) 1の濃度データDn+tである口A/DK換器1の
出力およびフリップフロップ2の出力はアドレス信号と
して演算ROM5に入力される。演算ROM5は第3図
に示したアルゴリズムの演算を全て予め行っておいた内
容が記憶されており、演JLROM5の出力からは、2
値化処理と判定されたときは論理レベルで「1」が出力
され、中間調処理と判定されたときは論理レベルで「0
」が出力される。すなわち、第3図に示したアルゴリズ
ムの設定値Od。
A/D converter 1 converts the input analog data into 16
It performs analog-to-digital conversion into digital data, and its 4-pit parallel output is input to the 7-lip flop 2 at the first stage of the shift register 4. The shift register 4 constitutes a two-stage shift register by flip-flops 2 and 3, and when the output of the flip-flop 3 is the density data Dn-* of the pixel an-1, the output of the flip-flop 2 is the pixel of interest. am concentration data Dn, and the output of the A/D converter 1 is the pixel a n −
) The output of the A/DK converter 1 and the output of the flip-flop 2, which are density data Dn+t of 1, are input to the arithmetic ROM 5 as an address signal. The calculation ROM 5 stores the contents of all the calculations of the algorithm shown in FIG.
When it is determined that it is value processing, a logic level of "1" is output, and when it is determined that it is halftone processing, a logic level of "0" is output.
" is output. That is, the set value Od of the algorithm shown in FIG.

OBおよびQvをそれぞれ第4図に示したように「9」
、「3」および「10」としたときには、第4図に示す
斜線領域の各単位に論理レベル「0」の@号が割当てら
れ、また斜線以外の領域の各単位には論理レベル「1」
の信号が割合てられるべく@算i(0M5の記憶内容が
決定される◎このような記憶内容であったとすると、例
えばD n−1−1とし【階調レベル「6」の信号が出
力されるとともK D nとして階調レベルで「8」の
信号が出力されたときには演X ROM 5からは論理
レベルで「O」の信号が出力され、またD n −1−
tとして階調レベル「2」の信号が出力されるとともに
Dnとして階調レベル「2」の信号が出力されたときに
は演算R6M5からは論理レベルで「1」の信号が出力
される。
OB and Qv are each "9" as shown in Figure 4.
, "3" and "10", each unit in the shaded area shown in FIG.
In order to calculate the ratio of the signal, @arithmetic i(0M5's memory content is determined. ◎If the memory content is like this, for example, D n-1-1 [signal of gradation level "6" is output. When a signal of ``8'' is output at the gradation level as K D n, a signal of ``O'' at the logic level is output from the X ROM 5, and D n -1-
When a signal of gradation level "2" is output as t and a signal of gradation level "2" as Dn, a signal of logic level "1" is output from calculation R6M5.

演算ROM5から順次出力される「0」または「l」の
判定信号()nはラッチ6で一旦ラッチされた後、幅値
ROM7に入力される。このためフリップフロップ3か
ら画素an−tの濃度データDn−sが出力されている
ときには、ラッチ6からは該画素ILn−1の判定信号
Gn−1が出力されていることKなる・ 閾値RQM7は2値化処理の際の固定1關値および中間
調処理の際のディザマトリクスをそれぞれ予め記憶して
いるものであり、ラッチ6から判定信号G!l−1とし
て論理レベル「l」の信号が出力されたとき忙は2値化
処理に用いる固定閾値を出力し、論理レベル「0」の信
号が出力されたときには中間調処理に用いるディザマト
リクス内の1閑値を出力するO   \宣値ROM7か
ら出力される哨値は比較器8に入力される。比較器8の
他方の入力端子にはフリップフロップ3より画素an−
1の濃度データDXI−sが入力されており、比較器8
はこれらを比較して白黒の2値化号を出力する。
The determination signal ()n of "0" or "l" sequentially output from the calculation ROM 5 is once latched by the latch 6 and then input to the width value ROM 7. Therefore, when the flip-flop 3 outputs the density data Dn-s of the pixel an-t, the latch 6 outputs the determination signal Gn-1 of the pixel ILn-1.Threshold RQM7 is A fixed one-step value for binarization processing and a dither matrix for halftone processing are stored in advance, respectively, and a judgment signal G! is sent from the latch 6. When a signal with logic level "l" is output as l-1, the fixed threshold value used for binarization processing is output, and when a signal with logic level "0" is output, it is output in the dither matrix used for halftone processing. The signal output from the declared value ROM 7 is input to the comparator 8. The other input terminal of the comparator 8 receives the pixel an- from the flip-flop 3.
1 concentration data DXI-s is input, and the comparator 8
compares these and outputs a black and white binary code.

スナワち、フリップフロップ3から文字画像に対応する
画素の濃度データD!1−1が出力されたときには比較
器8によつ【通常の固定スライスレベルを用いた2値化
処理が行なわれ、またフリップフロップ3から写真など
の中間調画像に対応する画素の濃度データDa−1が出
力されたときには比較器8によってディザマトリクスに
よるスライスレベルを用いた2値化処理が行なわれるよ
うになっている。
Snawachi, density data D of pixels corresponding to the character image from flip-flop 3! When 1-1 is output, the comparator 8 performs binarization processing using a normal fixed slice level, and the flip-flop 3 outputs density data Da of pixels corresponding to a halftone image such as a photograph. When -1 is output, the comparator 8 performs binarization processing using slice levels based on a dither matrix.

ところで、前記設足値oa、onおよびOwを各種の値
に適宜変化させて実験を行ってみると、3×3の周辺画
素を全て参照する従来方式に劣らない判定の正確性が得
られることがわかった。
By the way, when we conducted experiments by appropriately changing the set values oa, on, and Ow to various values, we found that the accuracy of judgment was comparable to that of the conventional method that refers to all 3×3 surrounding pixels. I understand.

〔発明の効果〕〔Effect of the invention〕

以上説明したように1この発明によれば注目画素および
主走査方向に隣接する1画素のみの濃度情報に基づいた
簡単な演算方式により文字画像であるか写真0絵のよう
な画像であるかを正確に判定することができるために、
判定確誕を落とすことなく判定回路の回路規模を小さく
することができ、ひいては装置価格を低下させることが
可能になるという優れた効果を奏する。
As explained above, (1) According to the present invention, it is possible to determine whether an image is a character image or a picture by using a simple calculation method based on the density information of only the pixel of interest and one pixel adjacent in the main scanning direction. In order to be able to accurately determine
This provides an excellent effect in that the circuit scale of the determination circuit can be reduced without reducing the reliability of the determination, and as a result, the cost of the device can be reduced.

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

第1図はこの発明の一実施例構成を示すブロック図、第
2図は隣接3画素を示す説明図、第3図はこの発明の判
定アルゴリズムを示すフローチャート、第4図は同フロ
ーチャートに基づく判定態様の一例を示す図である0
Fig. 1 is a block diagram showing the configuration of an embodiment of this invention, Fig. 2 is an explanatory diagram showing three adjacent pixels, Fig. 3 is a flowchart showing the judgment algorithm of this invention, and Fig. 4 is judgment based on the same flowchart. 0 which is a figure showing an example of an aspect

Claims (1)

【特許請求の範囲】[Claims] 注目画素と該注目画素に主走査方向に隣接する1画素と
の濃度差および平均濃度を求め、該濃度差が第1の設定
値より大なるときまたは該濃度差が前記第1の設定値以
下かつ前記平均濃度が第2および第3の設定値の範囲外
であるときに2値画像処理を行ない、前記濃度差が前記
第1の設定値以下かつ前記平均濃度が第2および第3の
設定値の範囲内であるとき中間調画像処理を行なうよう
にしたことを特徴とする原稿画像処理方式。
Find the density difference and average density between the pixel of interest and one pixel adjacent to the pixel of interest in the main scanning direction, and when the density difference is greater than a first set value or the density difference is less than or equal to the first set value. and binary image processing is performed when the average density is outside the range of the second and third set values, and the density difference is less than or equal to the first set value and the average density is outside the range of the second and third settings. A document image processing method characterized in that halftone image processing is performed when the value is within a range of values.
JP59165116A 1984-08-07 1984-08-07 Processing system of original picture Granted JPS6143078A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP59165116A JPS6143078A (en) 1984-08-07 1984-08-07 Processing system of original picture

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP59165116A JPS6143078A (en) 1984-08-07 1984-08-07 Processing system of original picture

Publications (2)

Publication Number Publication Date
JPS6143078A true JPS6143078A (en) 1986-03-01
JPH0574985B2 JPH0574985B2 (en) 1993-10-19

Family

ID=15806212

Family Applications (1)

Application Number Title Priority Date Filing Date
JP59165116A Granted JPS6143078A (en) 1984-08-07 1984-08-07 Processing system of original picture

Country Status (1)

Country Link
JP (1) JPS6143078A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6359272A (en) * 1986-08-29 1988-03-15 Nippon Telegr & Teleph Corp <Ntt> Picture processor
JPS6371782A (en) * 1986-09-12 1988-04-01 Sharp Corp Binarizing device for picture signal

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS583374A (en) * 1981-06-29 1983-01-10 Nippon Telegr & Teleph Corp <Ntt> Intermediate tone processing system
JPS58220563A (en) * 1982-06-17 1983-12-22 Fujitsu Ltd Character and pattern picture image extracting system

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS583374A (en) * 1981-06-29 1983-01-10 Nippon Telegr & Teleph Corp <Ntt> Intermediate tone processing system
JPS58220563A (en) * 1982-06-17 1983-12-22 Fujitsu Ltd Character and pattern picture image extracting system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6359272A (en) * 1986-08-29 1988-03-15 Nippon Telegr & Teleph Corp <Ntt> Picture processor
JPS6371782A (en) * 1986-09-12 1988-04-01 Sharp Corp Binarizing device for picture signal

Also Published As

Publication number Publication date
JPH0574985B2 (en) 1993-10-19

Similar Documents

Publication Publication Date Title
US5055944A (en) Image signal processing apparatus
JPS6143078A (en) Processing system of original picture
JPH09212642A (en) Image processor
GB2261340A (en) Image data processing method with mixture of simple binarization and half tone imaging
JP3135311B2 (en) Image processing device
JPS6356064A (en) Picture processing method
JPS60136476A (en) Picture processor
JPH03292057A (en) Picture processing circuit
JPH07170372A (en) Image reader and facsimile equipment using the same
JPS62137971A (en) Picture processing method
JPH0357083A (en) Image area separating method for binary picture
JPS5820063A (en) Picture processor
JPS58191571A (en) Picture processing system
JPH06233136A (en) Image processing method
JPH0120835B2 (en)
JPS6129275A (en) Method of correcting half tone picture
JPH0494266A (en) Half tone picture processing unit
JPS61157158A (en) Picture processing device
JPS61123272A (en) Intermediate tone picture data converting system
JPS6180965A (en) Picture signal processing method
JPS6058776A (en) Picture reader
JPH0561677B2 (en)
JPH04157872A (en) Picture processing unit
JPH0583535A (en) Variable power processing device for binary image
JPS6364947B2 (en)