JPS62242473A - Pseudo halftone image processor - Google Patents

Pseudo halftone image processor

Info

Publication number
JPS62242473A
JPS62242473A JP61085186A JP8518686A JPS62242473A JP S62242473 A JPS62242473 A JP S62242473A JP 61085186 A JP61085186 A JP 61085186A JP 8518686 A JP8518686 A JP 8518686A JP S62242473 A JPS62242473 A JP S62242473A
Authority
JP
Japan
Prior art keywords
image signal
error
terminal
pixel
halftone
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
JP61085186A
Other languages
Japanese (ja)
Inventor
Hironori Takashima
洋典 高島
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.)
NEC Corp
Original Assignee
NEC Corp
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 NEC Corp filed Critical NEC Corp
Priority to JP61085186A priority Critical patent/JPS62242473A/en
Publication of JPS62242473A publication Critical patent/JPS62242473A/en
Pending legal-status Critical Current

Links

Abstract

PURPOSE:To obtain a binary image signal reducing division even for a dot photograph and reducing notch on a character part by binarycoding an image based on an error diffusion system and then shaping the character part. CONSTITUTION:An image signal is inputted from a terminal 101. An error calculated at the time of binarization is multiplied by a factor and the sum of the multiplied errors is calculated by a summing circuit 11. The sum is added to an input image signal by an adder 1 and the added value is compared with a threshold by a comparator 13. A character shaping circuit 14 outputs a shaped image signal to a terminal 102. A multiplexer 15 selects the representative level of white or black applied from a terminal 104 or 105 in accordance with the output of the comparator 13. A subtractor 16 calculates the error of a remarkable picture element. The error is stored in an error storing memory 17 and the contents of the memory 17 are multiplied by a factor in the summing circuit 11 to find out the sum.

Description

【発明の詳細な説明】 〔産業上の利用分野〕 この発明は網点写真と文字等の線画の混在した画像を適
応的に2値化する疑似中間調画像処理装置に関する。
DETAILED DESCRIPTION OF THE INVENTION [Field of Industrial Application] The present invention relates to a pseudo-halftone image processing device that adaptively binarizes an image containing a mixture of halftone photographs and line drawings such as characters.

〔従来技術とその問題点〕[Prior art and its problems]

連続階調を含んだ画像を疑似的に表現する手段として網
点化処理は広く用いられているが、網点写真をファクシ
ミリ等から入力するとモワレが生じる事がある。これは
入力画像の網点周期と画像入力装置のサンプル周期が近
いか、整数倍の関係にある時に顕著に現れる。モワレは
入力画像には全く存在しない縞模様が表れるので利用者
に当惑を与え、また場合によっては大きな妨害となりう
る。このモワレは入出力画像における平均輝度レベルの
不一致、によるものであり、ジエイ・エム・ホワイト(
J、LWhite )によりジャーナル オブアプライ
ド フォトグラフィック エンジニアリング(Jour
nal Of Applied Photograph
icεngineering )  1980年4月号
に発表されたリースント アドバンスイズ イン スレ
ッショルデイング テクニックス フォー ファクシミ
リ(Recent Advances In Thre
sholding Techniques ForFa
csimile)に記載されている。
Halftone processing is widely used as a means of pseudo-expressing images containing continuous gradations, but when a halftone photograph is input from a facsimile or the like, moiré may occur. This becomes noticeable when the halftone dot period of the input image and the sampling period of the image input device are close to each other or are integer multiples. Moiré appears as a striped pattern that does not exist in the input image, which confuses the user and can be a major nuisance in some cases. This moiré is caused by a mismatch in the average brightness level of the input and output images, and G.M. White (
Journal of Applied Photographic Engineering (J.L.White)
nal Of Applied Photography
icεngineering) Recent Advances In Thre published in the April 1980 issue.
Holding Techniques ForFa
csimile).

この不都合を避けるための一つの方法として、誤差拡散
方式(Error Diffusion )がエム・ア
ール・シュローダ−(M、R,5chroeder )
によって提唱された(“Images From Co
mputers  IEEE  spectrum、v
ol、6.1969 ) oこれは注目画素の周囲画素
を2値化した時の入出力間の誤差を保存しておき、注目
画素を2値化する時にその誤差を反映し、入出力画像間
の平均輝度レベルを一致させてモワレを軽減しようとす
るものである。
As one method to avoid this inconvenience, an error diffusion method is proposed by M.R. Schroeder (M, R, 5 Chroeder).
(“Images From Co.
mputers IEEE spectrum, v
OL, 6.1969) This saves the error between input and output when pixels surrounding the pixel of interest are binarized, and when the pixel of interest is binarized, the error is reflected and the difference between the input and output images is saved. The aim is to reduce moire by matching the average brightness levels of the images.

入出力画像中に文字があると、画像入力装置のサンプル
窓がある程度の広がりを持つため文字のエツジ部におい
ては白と黒の中間の値が発生しうる。これに対して誤差
拡散方式を適用すると、中間の値を白画素と黒画素の密
度変調で表現するためエツジ部にノツチが現れることに
なり、文字等の線画部分においては、このノツチがかえ
って妨害となり画質を悪化させる要因となっていた。
When there are characters in the input/output image, the sample window of the image input device has a certain degree of expansion, so that values between white and black may occur at the edges of the characters. On the other hand, when the error diffusion method is applied, intermediate values are expressed by density modulation of white pixels and black pixels, so notches appear at the edges, and these notches can actually interfere with line drawings such as characters. This was a factor that deteriorated the image quality.

〔発明の目的〕[Purpose of the invention]

本発明の目的は上記不都合を取り除き網点写真を入力し
てもモワレの発生が少なく、しかも文字部においてはノ
ツチの発生の少ない2値画像を出力する疑似中間調画像
処理装置を提供することにある。
SUMMARY OF THE INVENTION An object of the present invention is to provide a pseudo-halftone image processing device that eliminates the above-mentioned disadvantages and outputs a binary image with less moire even when halftone photographs are input, and with fewer notches in text areas. be.

〔発明の構成〕[Structure of the invention]

本発明は、網点写真と文字等の線画の混在した画像を適
応的に2値化する疑似中間調画像処理装置において、既
に2値化された複数の周囲画素における入力画像と2値
化出力画像とのレベル差に基づく誤差の加重和をとる手
段と、この加重和を用いて注目画像信号を2値化し2値
画像信号を出力する手段と、この2値画像信号と前記注
目画像信号との誤差を計算する手段と、計算された誤差
を前記加重和をとる手段に帰還する手段と、前記2値画
像信号の周辺画素を参照して線画部分の整形を行う手段
とを備えたことを特徴とする。
The present invention is a pseudo-halftone image processing device that adaptively binarizes an image containing a mixture of halftone photographs and line drawings such as characters, and the present invention provides an input image and a binarized output at a plurality of surrounding pixels that have already been binarized. means for calculating a weighted sum of errors based on level differences with the image; means for binarizing the image signal of interest using this weighted sum and outputting a binary image signal; , means for feeding back the calculated error to the means for calculating the weighted sum, and means for shaping the line drawing portion by referring to peripheral pixels of the binary image signal. Features.

〔発明の原理〕[Principle of the invention]

本発明においては、網点写真と文字等の線画の混在した
画像を2値化することを目的としている。
The present invention aims to binarize an image containing a mixture of halftone photographs and line drawings such as characters.

画像の2値化という操作は入力画素のレベルに応じて白
または黒を代表するレベルを割り当てることである。モ
ワレの原因はこの時に入出力画像の平均輝度レベルに差
が生じることにある。そこで入力画素レベルに応じて白
または黒を代表するレベルを割り当てることによって、
その画素に対してどれだけの誤差を発生したかを記憶し
ておき、その画素の周囲の画素を2値化する時にさきの
誤差を注目画素レベルに加算して2値化すれば、注目画
素の近傍においては入出力画像の平均レベルが一致しモ
ワレは抑圧される。これは誤差拡散方式と呼ばれる方式
である。
The operation of binarizing an image is to assign a level representing white or black depending on the level of an input pixel. The cause of moiré is that there is a difference in the average brightness level of the input and output images at this time. Therefore, by assigning a level representing white or black according to the input pixel level,
If you memorize how much error has occurred for that pixel, and when you binarize pixels around that pixel, add the previous error to the level of the pixel of interest and binarize it, the pixel of interest In the vicinity of , the average levels of the input and output images match, and moiré is suppressed. This is a method called an error diffusion method.

文字の周辺部においては白または黒の画素が連続するこ
とが多く、特に縦及び横の直線部分において発生するノ
ツチが目立った妨害となる。そこで誤差拡散方式によっ
て2値化された画像信号のパターンを見て、直線部分に
発生したノツチを削る、あるいは埋める操作を施せば文
字部分における画質を改善できる。
White or black pixels are often continuous in the periphery of a character, and notches that occur in vertical and horizontal straight sections in particular become a noticeable hindrance. Therefore, by looking at the pattern of the image signal that has been binarized using the error diffusion method, and performing an operation to remove or fill in the notches that occur in the straight line parts, the image quality in the character parts can be improved.

〔実施例〕〔Example〕

以下に図面を参照して、本発明の詳細な説明する。 The present invention will be described in detail below with reference to the drawings.

第1図は本発明の疑似中間調画像処理装置の一実施例を
示すブロック図である。この疑似中間調画像処理装置は
、既に2値化された複数の周囲画素における入力画像と
2値出力画像とのレベル差に基づく誤差の加重和をとる
加重和回路11と、得られた加重和を用いて注目画像信
号を2値化し2値画像信号を出力するための加算器12
.比較器13及びマルチプレクサ15と、2値出力画像
信号と注目画像信号との誤差を計算するための減算器1
6と、計算された誤差を加重和回路11に帰還する誤差
格納メモリ17と、2値画像信号の周辺画素を参照して
線画部分の整形を行う文字整形回路14とから構成され
ている。
FIG. 1 is a block diagram showing an embodiment of a pseudo halftone image processing apparatus of the present invention. This pseudo-halftone image processing device includes a weighted sum circuit 11 that calculates a weighted sum of errors based on level differences between an input image and a binary output image in a plurality of surrounding pixels that have already been binarized, and an adder 12 for binarizing the image signal of interest and outputting a binary image signal using
.. A comparator 13, a multiplexer 15, and a subtracter 1 for calculating the error between the binary output image signal and the image signal of interest.
6, an error storage memory 17 which feeds back calculated errors to the weighted sum circuit 11, and a character shaping circuit 14 which shapes a line drawing portion by referring to surrounding pixels of a binary image signal.

このような疑似中間調画像処理装置において、画像信号
は端子101から入力される。既に2値化された周囲画
素において2値化の際に算出された誤差はそれぞれの位
置に応じた係数が乗算され、その総和が加重和回路11
で計算される。その加重和は加算器12で入力画像信号
との和がとられ、次に比較器13で端子103から与え
られるスレ・7シヨルドと比較され2値画像信号が文字
整形回路14とマルチプレクサ15に供給される。文字
整形回路14においては注目画素の周囲画素を参照して
直線部分における不要な黒画素の突出しを削りあるいは
へこみを埋めて文字の整形を行った後、端子102に整
形済みの画像信号を出力する。
In such a pseudo-halftone image processing device, an image signal is input from the terminal 101. Errors calculated during binarization for surrounding pixels that have already been binarized are multiplied by coefficients corresponding to their respective positions, and the sum is calculated by the weighted sum circuit 11.
It is calculated by The weighted sum is summed with the input image signal in the adder 12, and then compared with the thread 7 Sjord given from the terminal 103 in the comparator 13, and a binary image signal is supplied to the character shaping circuit 14 and the multiplexer 15. be done. The character shaping circuit 14 refers to the surrounding pixels of the pixel of interest, removes the protrusion of unnecessary black pixels in the straight line portion, or fills in the dents to shape the character, and then outputs the shaped image signal to the terminal 102. .

マルチプレクサ15では比較器13の出力に応じて端子
104と端子105から与えられる白及び黒の代表レベ
ルを選択する。減算器16は加算器12で計算された人
力画像信号と周囲画素における誤差との和と、マルチプ
レクサ15で選択された白又は黒の代表レベルとの差、
即ち注目画素における誤差を算出する。注目画素におけ
る誤差は誤差格納メモIJ 17に格納され、加重和回
路11においてそれぞれの位置に応じた係数が乗算され
総和がとられる。
The multiplexer 15 selects the white and black representative levels provided from the terminals 104 and 105 in accordance with the output of the comparator 13. The subtracter 16 calculates the difference between the sum of the human image signal calculated by the adder 12 and errors in surrounding pixels and the white or black representative level selected by the multiplexer 15;
That is, the error at the pixel of interest is calculated. Errors in the pixel of interest are stored in an error storage memo IJ 17, multiplied by a coefficient corresponding to each position in a weighted sum circuit 11, and summed.

第2図は誤差格納メモリ17のブロック図である。減算
器16で計算された注目画素における誤差は端子201
から供給され、図に示す様に1ラインより2画素少ない
遅延素子22Aおよび22Bと、1画素遅延素子21A
から21Jとからなるメモリによって各々遅延され、端
子202から213に出力される。これらの端子に出力
される誤差は第5図に示す斜線の注目画素の周囲に端子
番号をつけて図示した位置関係になっている。
FIG. 2 is a block diagram of the error storage memory 17. The error at the pixel of interest calculated by the subtracter 16 is sent to the terminal 201.
As shown in the figure, delay elements 22A and 22B with two pixels less than one line, and one pixel delay element 21A
to 21J, respectively, and are output to terminals 202 to 213. The errors output to these terminals have the positional relationship shown in FIG. 5, with terminal numbers attached around the diagonally shaded pixel of interest.

第3図は加重和回路11のブロック図である。FIG. 3 is a block diagram of the weighted sum circuit 11.

誤差格納メモリ17から出力される周囲画素における誤
差は端子202から213を介して入力される。それぞ
れの位置に対応する係数31 からSI2が乗算器31
Aから31Lで乗算され、加算器32Aから32にで総
和がとられ端子301に出力される。ここで用いる係数
には、たとえば31 =0.tOt  32 =o、t
s、  33 =O,Q634 =0.lo+  35
 =0.15+  Ss =0−1037 =0.06
1 38 =0.03. 59=0.06S +o =
0.1(L  s +t =0.06+  312 =
0.03などを用いる。
Errors in surrounding pixels outputted from the error storage memory 17 are inputted via terminals 202 to 213. SI2 is calculated from the coefficient 31 corresponding to each position by the multiplier 31
A is multiplied by 31L, summed by adders 32A to 32, and output to terminal 301. The coefficients used here include, for example, 31 = 0. tOt 32 = o, t
s, 33 =O, Q634 =0. lo+35
=0.15+ Ss =0-1037 =0.06
1 38 =0.03. 59=0.06S+o=
0.1(Ls+t=0.06+312=
Use a value such as 0.03.

第4図は文字整形回路14のブロック図である。FIG. 4 is a block diagram of the character shaping circuit 14.

端子401から入力された2値画像信号はlライン遅延
素子41Aから41Dと1画素遅延素子42Aから42
Tとからなる2値画像格納メモリで第6図に示した斜線
の注目画素とその周囲24画素の合計25画塁の2値画
像信号が取り出され、ROM43(読出し専用メモリ)
に入力される。
The binary image signal input from the terminal 401 is transmitted through l-line delay elements 41A to 41D and 1-pixel delay elements 42A to 42.
Binary image signals for a total of 25 frames, including the diagonally shaded pixel of interest shown in FIG.
is input.

ROM43では文字周辺部における黒画素の不要な突出
しを削ったり、あるいはへこみを埋めるなどして文字の
整形を行い、端子402から整形済み画像信号を出力す
る。
The ROM 43 shapes the characters by removing unnecessary protrusions of black pixels around the characters or filling in dents, and outputs a shaped image signal from the terminal 402.

この操作の例を第7図に示す。第7図(a)の左側の図
では注目画素が不要な突出しとなっているのでこの注目
画素を白画素にして同図右側の様な出力画像に変換して
出力する。また、第7図(b)の左側では注目画素が周
囲の黒画素に比べてへこんでいるので同図右側の様に注
目画素を黒に変換して出力する。
An example of this operation is shown in FIG. In the left side of FIG. 7(a), the pixel of interest is an unnecessary protrusion, so this pixel of interest is converted into a white pixel and converted into an output image as shown on the right side of the figure. Furthermore, on the left side of FIG. 7(b), the pixel of interest is depressed compared to the surrounding black pixels, so the pixel of interest is converted to black and output as shown on the right side of the figure.

〔発明の効果〕〔Effect of the invention〕

以上述べた様に、本発明による疑似中間丁酉像処理装置
は、誤差拡散方式による画像の2値化を行い、その後に
文字部分に対して整形を行うので、網点写真に対しては
モワレが少なく、文字の部分ではノツチの少ない2値画
像信号を出力することができる。
As described above, the pseudo halftone image processing device according to the present invention binarizes the image using the error diffusion method, and then formats the character portion, so there is no moiré in the halftone photograph. It is possible to output a binary image signal with fewer notches in the text portion.

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

第1図は本発明の一実施例を示すブロック図、第2図は
誤差格納メモリのブロック図、第3図は加重和回路のブ
ロック図、 第4図は文字整形回路のブロック図、 第5図は誤差拡散方式における注目画素と周囲画素との
位置関係を示す図、 第6図は文字部の整形のための注目画素と周囲画素との
位置関係を示す図、 第7図は文字部の整形の例を示す図である。 11・・・・・・・・・・加重和回路 12・・・・・・・・・・加算器 13・・・・・・・・・・比較器 14・・・・・・・・・・文字整形回路15・・・・・
・・・・・マルチプレクサ16・・・・・・・・・・減
算器 17・・・・・・・・・・誤差格納メモリ21A〜21
J・・・・・1画素遅延素子22A、22B・・・・・
lラインより2画素少ない遅延素子
FIG. 1 is a block diagram showing an embodiment of the present invention, FIG. 2 is a block diagram of an error storage memory, FIG. 3 is a block diagram of a weighted sum circuit, FIG. 4 is a block diagram of a character formatting circuit, and FIG. Figure 6 shows the positional relationship between the pixel of interest and surrounding pixels in the error diffusion method, Figure 6 shows the positional relationship between the pixel of interest and surrounding pixels for shaping the text area, and Figure 7 shows the positional relationship between the pixel of interest and surrounding pixels for character shaping. It is a figure which shows the example of plastic surgery. 11...... Weighted sum circuit 12... Adder 13... Comparator 14...・Character shaping circuit 15...
......Multiplexer 16......Subtractor 17...Error storage memory 21A-21
J...1 pixel delay element 22A, 22B...
Delay element with 2 pixels less than l line

Claims (1)

【特許請求の範囲】[Claims] (1)網点写真と文字等の線画の混在した画像を適応的
に2値化する疑似中間調画像処理装置において、既に2
値化された複数の周囲画素における入力画像と2値化出
力画像とのレベル差に基づく誤差の加重和をとる手段と
、この加重和を用いて注目画像信号を2値化し2値画像
信号を出力する手段と、この2値画像信号と前記注目画
像信号との誤差を計算する手段と、計算された誤差を前
記加重和をとる手段に帰還する手段と、前記2値画像信
号の周辺画素を参照して線画部分の整形を行う手段とを
備えたことを特徴とする疑似中間調画像処理装置。
(1) In a pseudo-halftone image processing device that adaptively binarizes images containing a mixture of halftone photographs and line drawings such as characters, two
Means for calculating a weighted sum of errors based on level differences between an input image and a binarized output image in a plurality of surrounding pixels that have been converted into values, and a means for binarizing a target image signal using this weighted sum to obtain a binary image signal. means for outputting, means for calculating an error between the binary image signal and the image signal of interest, means for feeding back the calculated error to the means for calculating the weighted sum, and peripheral pixels of the binary image signal. 1. A pseudo-halftone image processing device comprising: means for referring to and shaping a line drawing portion.
JP61085186A 1986-04-15 1986-04-15 Pseudo halftone image processor Pending JPS62242473A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP61085186A JPS62242473A (en) 1986-04-15 1986-04-15 Pseudo halftone image processor

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP61085186A JPS62242473A (en) 1986-04-15 1986-04-15 Pseudo halftone image processor

Publications (1)

Publication Number Publication Date
JPS62242473A true JPS62242473A (en) 1987-10-23

Family

ID=13851627

Family Applications (1)

Application Number Title Priority Date Filing Date
JP61085186A Pending JPS62242473A (en) 1986-04-15 1986-04-15 Pseudo halftone image processor

Country Status (1)

Country Link
JP (1) JPS62242473A (en)

Cited By (8)

* Cited by examiner, † Cited by third party
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JPS63204879A (en) * 1987-02-19 1988-08-24 Canon Inc Image processing method
JPH01130946A (en) * 1987-11-16 1989-05-23 Canon Inc Image processing apparatus
JPH01130945A (en) * 1987-11-16 1989-05-23 Canon Inc Image processing apparatus
JPH01156070A (en) * 1987-12-15 1989-06-19 Canon Inc Gradation expression system
JPH01228845A (en) * 1988-03-10 1989-09-12 Canon Inc Image forming apparatus
JPH01264846A (en) * 1988-04-18 1989-10-23 Fuji Xerox Co Ltd Method for forming medium contrast image
US5278671A (en) * 1990-10-05 1994-01-11 Nippon Steel Corporation Image processing apparatus with correction of diffusion errors of overlapping dots
WO2000024189A1 (en) * 1998-10-19 2000-04-27 Fujitsu Limited Printing apparatus and method

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JPS63204879A (en) * 1987-02-19 1988-08-24 Canon Inc Image processing method
JPH01130946A (en) * 1987-11-16 1989-05-23 Canon Inc Image processing apparatus
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