JPH0354680A - Character area separating system for color image - Google Patents
Character area separating system for color imageInfo
- Publication number
- JPH0354680A JPH0354680A JP1188723A JP18872389A JPH0354680A JP H0354680 A JPH0354680 A JP H0354680A JP 1188723 A JP1188723 A JP 1188723A JP 18872389 A JP18872389 A JP 18872389A JP H0354680 A JPH0354680 A JP H0354680A
- Authority
- JP
- Japan
- Prior art keywords
- area
- halftone
- photo
- areas
- signal
- 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
- 238000000926 separation method Methods 0.000 claims description 17
- 238000000034 method Methods 0.000 description 3
- 239000003086 colorant Substances 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 239000011159 matrix material Substances 0.000 description 2
- 230000001186 cumulative effect Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000009499 grossing Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000003672 processing method Methods 0.000 description 1
Landscapes
- Facsimile Image Signal Circuits (AREA)
- Color Image Communication Systems (AREA)
- Image Analysis (AREA)
Abstract
(57)【要約】本公報は電子出願前の出願データであるた
め要約のデータは記録されません。(57) [Summary] This bulletin contains application data before electronic filing, so abstract data is not recorded.
Description
【発明の詳細な説明】
〔概 要〕
ファクシミリ、デジタル複写機などのデジタル画像処理
装置における画質を向上させるための文字領域分離方式
において、カラー画像から読取った色信号を線形結合し
た信号によって網点/非網点領域に分離するとともに色
信号の濃度値の最大値信号によって写真/非写真領域に
分離し、非網点領域かつ非写真領域として判定された領
域を文字領域として分離するようにした。[Detailed Description of the Invention] [Summary] In a character area separation method for improving the image quality in digital image processing devices such as facsimiles and digital copying machines, halftone dots are created using a signal obtained by linearly combining color signals read from a color image. /Separated into non-halftone areas and separated into photo/non-photo areas based on the maximum density value signal of the color signal, and areas determined as non-halftone areas and non-photo areas are separated as text areas. .
ファクシミリ、デジタル複写機などのデジタル画像処理
装置における画質を向上させるための文字領域分離方式
に関する。The present invention relates to a character region separation method for improving image quality in digital image processing devices such as facsimile machines and digital copying machines.
デジタル画像処理によって画像を文字領域とそれ以外の
写真領域、網点領域などに分離し、文字領域にはエッジ
強調処理、2値化処理などの鮮鋭化処理を適用し、それ
以外の領域については平滑化してディザ処理を適用する
ことによってモアレの発生を防止するとともに高階調で
カラー画像を再生することが例えば特開昭59−205
872号公報などによって公知である。Digital image processing is used to separate the image into text areas, other photographic areas, halftone dot areas, etc. Sharpening processes such as edge enhancement processing and binarization processing are applied to the text areas, and other areas are For example, in Japanese Patent Laid-Open No. 59-205, it is possible to prevent the occurrence of moiré and reproduce color images with high gradation by smoothing and applying dither processing.
This is known from Japanese Patent No. 872 and the like.
この公報記載の発明ではRGBの原色信号、すなわち各
原色の濃度信号ごとに文字須域をその他の領域から分離
し、これらの原色信号ごとの分離結果の論理和をとるこ
とによっていずれかの原色信号で文字領域と判定される
とすべての色の画像データについて鮮鋭化処理を適用す
る。In the invention described in this publication, the character area is separated from other areas for each RGB primary color signal, that is, the density signal of each primary color, and by taking the logical sum of the separation results for each of these primary color signals, any one of the primary color signals is obtained. If the area is determined to be a text area, sharpening processing is applied to the image data of all colors.
しかしながら、この従来技術においては各原色信号ごと
に文字領域とそれ以外の領域とを分離するための処理を
行わなければならないので、処理に要する時間およびハ
ードウェアの量が大きくなるという問題があった。However, in this conventional technology, processing must be performed to separate the character area and other areas for each primary color signal, so there was a problem that the time and amount of hardware required for the processing increased. .
カラー画像を色信号として読取って文字領域を分離する
文字領域分離方式において、色信号を線形結合した信号
によって網点/非網点領域に分離するとともに色信号の
濃度値の最大値信号によって写真/非写真領域に分離し
、非網点領域かつ非写真領域として判定された領域を文
字領域として分離するようにした。In the text area separation method, which reads a color image as a color signal and separates the text area, it separates the color image into halftone/non-halftone areas using a signal that is a linear combination of the color signals, and also separates the photo/non-halftone area using the maximum density value signal of the color signal. The area is separated into a non-photo area, and the area determined as a non-halftone area and a non-photo area is separated as a character area.
文字領域は、網点/非網点領域に分離したときには非網
点領域として、また、写真/非写真領域に分離したとき
には非写真領域として分離されるので、非網点領域であ
りかつ非写真領域として判定された領域は文字領域とな
る。When a text area is separated into a halftone/non-halftone area, it is separated as a non-halftone area, and when separated into a photo/non-photo area, it is separated as a non-photo area, so it is a non-halftone area and a non-photo. The area determined as an area becomes a character area.
図は本発明の原理を示す図であって、画像読取部1によ
って例えばR,G,Bの各原色についての濃度値データ
であるR, G, B信号を得、これらの信号を線形
結合信号生或部2によって各色信号を線形結合した下記
(1)式に示す線形結合信号Jを生威し、この線形結合
信号を用いて網点/非網点領域分離部3によって網点/
非網点領域に分離する。The figure shows the principle of the present invention, in which the image reading unit 1 obtains R, G, and B signals, which are density value data for each of the primary colors R, G, and B, and converts these signals into a linear combination signal. The generation unit 2 generates a linear combination signal J expressed by the following equation (1), which is obtained by linearly combining each color signal, and using this linear combination signal, the halftone/non-halftone area separation unit 3 generates a halftone/non-halftone area.
Separate into non-halftone areas.
J+ =a,R+az G+a3 B
(1)(ココで、a,−a3jま係数、R,G.Bは各
色信号の振幅である。)
この分離部3における分離方法としては、例えば本出頼
人が昭和63年10月21日付けで出願した特願昭63
−263884号に記載したように、上記各色信号を線
形結合することによって得られたディジタル多階調人力
画像の各画素点にM×M画素からなるマトリックスを順
次適用し、該マ}IJックスの中心画素が濃度変化の山
または谷を示す極点であるか否かを当該マトリックス内
の周囲画素との濃度関係から検出し、NXN#ffi(
N > M )からなるブロックを単位としてブロック
内の山を示す極点画素数と谷を示す極点画素数をそれぞ
れ計数し、計数値の大きい側の極点画素を当該ブロック
の極点画素数とし、注目ブロックの極点画素数が周囲ブ
ロックの極点画素数より小さいときに当該注目ブロック
内の所定の画素が非網点領域に属するものと判定するよ
うに構戊することができる。J+ =a, R+az G+a3 B
(1) (Here, a, -a3j coefficients, R, G.B are amplitudes of each color signal.) As a separation method in this separation section 3, for example, Yorito Motoide Patent application filed on the date 1986
As described in No. 263884, a matrix consisting of M×M pixels is sequentially applied to each pixel point of a digital multi-tone human image obtained by linearly combining the above-mentioned color signals. It is detected from the density relationship with surrounding pixels in the matrix whether the central pixel is a peak or valley of density change, and NXN#ffi(
The number of pole pixels indicating a mountain and the number of pole pixels indicating a valley within a block are counted as a unit, and the pole pixel with the larger count value is set as the number of pole pixels of the block, and the block of interest is set as the block of interest. When the number of extreme pixels of the target block is smaller than the number of extreme pixels of surrounding blocks, it can be determined that a predetermined pixel in the block of interest belongs to a non-halftone area.
上記のよう,にこの実施例ではR, G, Bの色信
号を用いていることから、最大{It18号生戊部4に
おいて生成される濃度値の最大幀信号J2は下記の(2
)式に示すようになる。As mentioned above, since R, G, and B color signals are used in this embodiment, the maximum signal J2 of the density value generated in the output section 4 of No. 18 is given by the following (2
) as shown in the formula.
J2 =may(R, G, B)〔2)この最大
値信号を用いて写真/非写真領域分離部5において写真
/非写真領域に分離する方式としては、本出願人が先に
出願し特開昭61−225974号公報として公開され
た「画像処理方式jに記載したような分離方式を適用す
ることができる。J2 = may (R, G, B) [2) The method of separating the photo/non-photo area into photo/non-photo areas in the photo/non-photo area separation section 5 using this maximum value signal is based on a patent application previously filed by the present applicant. A separation method such as that described in "Image processing method j" published as JP-A No. 61-225974 can be applied.
この分離方式を簡略に説明すれば、例えば注目画素Pの
濃度をDPとし、この注目画素と隣接する8つの画素Q
,,Q2、 Q,の濃度をそれぞれD cL ,
D Q2 . ””””” D Qa としたとき、濃
度差δを次の(3)式によって算出する。To briefly explain this separation method, for example, let the density of a pixel of interest P be DP, and eight pixels Q adjacent to this pixel of interest
, , Q2, Q, are respectively D cL ,
DQ2. """"" When D Qa is assumed, the density difference δ is calculated by the following equation (3).
δ” l Co DP +C+ DQ, +C2 DQ
2 十+Cs DQ8 1 −・−(3)
(ここでC。,C+ ,C2 , 一”””Ca は
係数であって、Coとc,,c2..−....−.c
s とは異符号をとり、またCo + C I −i−
C2 +”””””+ Cs = 0とする。)
そして、
T=W,T+W2 δ (4)(こ
こで、Tは各走査線始端からの累積値、W1W2は重み
係数であり、w,はw,<1の減衰情数である。)とし
たとき、この(4)式で得られたTの値が予め定めた闇
値よりも大きいときに上記註目画素Pを非写真領域とし
て判定するものである論理積手段6においては、上記網
点/非網点q域分fa部3からの非網点出力と上記写真
/非写真領域分離部5からの非写真出力との論理積をと
ることによって、非網点領域であり非写真領域である領
域を文字領域として分離する。δ" l Co DP +C+ DQ, +C2 DQ
2 10+Cs DQ8 1 −・−(3)
(Here, C., C+, C2, and 1"""Ca are coefficients, and Co and c,,c2...-...-.c
It has a different sign from s, and Co + C I -i-
C2 + """""+ Cs = 0.) Then, T = W, T + W2 δ (4) (Here, T is the cumulative value from the start of each scanning line, W1W2 is a weighting coefficient, w, is a decay factor of w, < 1), and when the value of T obtained by this equation (4) is larger than a predetermined darkness value, the above-mentioned pixel P is set as a non-photograph area. In the logical product means 6 which makes the determination, the logical product of the non-halftone output from the halftone/non-halftone dot q area fa section 3 and the non-photo output from the above photograph/non-photograph area separation section 5 is performed. By taking , the area that is a non-halftone area and a non-photo area is separated as a character area.
なお、網点/非網点領域分離方式および写真/非写真領
域分離方式としては上記の実施例に示したものに限られ
るものではなく、上記の出願および公報に記載されある
いはその他の公知の線形結合信号を用いる網点/非網点
領域分離方式および写真/非写真領域分離方式を適用し
得ることはいうまでもない。Note that the halftone/non-halftone area separation method and the photograph/non-photograph area separation method are not limited to those shown in the above embodiments, and may be those described in the above-mentioned applications and publications or other known linear methods. It goes without saying that a halftone/non-halftone region separation method and a photograph/non-photograph region separation method using combined signals can be applied.
本発明によれば、網点領域ではないと判断されたときに
出力される非綱点出力と写真領域ではないと判断された
ときに出力される非写真出力との論理積をとることによ
って、網点、写真および文字が混在している画像から文
字領域を他の領域に対して分離することができるという
格、別の効果を達或することができる。According to the present invention, by taking the logical product of the non-dot output output when it is determined that it is not a halftone area and the non-photo output that is output when it is determined that it is not a photo area, Another effect can be achieved in that text areas can be separated from other areas in an image in which halftone dots, photographs and text are mixed.
図は本発明の実施例を示すブロンク図である。 The figure is a bronc diagram showing an embodiment of the present invention.
Claims (1)
文字領域分離方式において、 色信号を線形結合した信号によって網点/非網点領域に
分離するとともに色信号の濃度値の最大値信号によって
写真/非写真領域に分離し、非網点領域かつ非写真領域
として判定された領域を文字領域として分離するように
したことを特徴とするカラー画像における文字領域分離
方式。[Claims] In a character area separation method that reads a color image as a color signal and separates character areas, the color signal is separated into halftone/non-halftone areas by a linearly combined signal, and the density value of the color signal is A text area separation method for a color image, characterized in that the text area is separated into photo/non-photo areas based on a maximum value signal, and an area determined as a non-halftone area and a non-photo area is separated as a text area.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP1188723A JPH0354680A (en) | 1989-07-24 | 1989-07-24 | Character area separating system for color image |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP1188723A JPH0354680A (en) | 1989-07-24 | 1989-07-24 | Character area separating system for color image |
Publications (1)
Publication Number | Publication Date |
---|---|
JPH0354680A true JPH0354680A (en) | 1991-03-08 |
Family
ID=16228655
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
JP1188723A Pending JPH0354680A (en) | 1989-07-24 | 1989-07-24 | Character area separating system for color image |
Country Status (1)
Country | Link |
---|---|
JP (1) | JPH0354680A (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8292180B2 (en) | 2001-07-13 | 2012-10-23 | Hand Held Products, Inc. | Optical reader having an imager |
-
1989
- 1989-07-24 JP JP1188723A patent/JPH0354680A/en active Pending
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8292180B2 (en) | 2001-07-13 | 2012-10-23 | Hand Held Products, Inc. | Optical reader having an imager |
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