CN1418003A - Color-strengthening image processing device and method - Google Patents

Color-strengthening image processing device and method Download PDF

Info

Publication number
CN1418003A
CN1418003A CN 01137931 CN01137931A CN1418003A CN 1418003 A CN1418003 A CN 1418003A CN 01137931 CN01137931 CN 01137931 CN 01137931 A CN01137931 A CN 01137931A CN 1418003 A CN1418003 A CN 1418003A
Authority
CN
China
Prior art keywords
circuit
value
component
pixel color
pixel
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
CN 01137931
Other languages
Chinese (zh)
Other versions
CN1168285C (en
Inventor
吕忠晏
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.)
Silicon Integrated Systems Corp
Original Assignee
Silicon Integrated Systems 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 Silicon Integrated Systems Corp filed Critical Silicon Integrated Systems Corp
Priority to CNB011379316A priority Critical patent/CN1168285C/en
Publication of CN1418003A publication Critical patent/CN1418003A/en
Application granted granted Critical
Publication of CN1168285C publication Critical patent/CN1168285C/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Images

Abstract

The color-strengthening image processing device includes four circuits and preferably includes also one fifth circuit. The first circuit determines and outputs one reference valux X to the second circuit. In the second circuit, X are subtrated from the three components R, G and B to obtain (R-X), (G-X) and (B-X). In the third circuit, the three values are multiplied with one magnifying or demagnifying factor S to obtain S*(R-X), S*(G-X) and S*(B-X). In the fourth circuit, the values S*(R-X), S*(G-X) and S*(B-X) are added to the three components R, G and B to obtain three strengthened components R', G' and B'.

Description

Strengthen the device and method that color image is handled
Technical field
The present invention relates to the color image treatment technology, particularly strengthen the color image processing unit and the method for color.
Background technology
HSV (hue, saturation, value) or HSB (brightness) model is an interface of being selected the red green blue tricolor model by a kind of more intuitive manner that A.R.Smith (1978) proposes for hue, saturation.This color space is the hexagonal pyramidal body.The HSV cone is the cubical non-linear conversion of a RGB, and is considered to (perceptual) model of a sensibility.The meaning of ' sensibility ' is meant and has the characteristic that more is similar to human cognitive color, and is not to refer to that color space is sensuously linear (linear).The non-linear sensation (non-linear) of this rgb space still persists in the HSV space.Particularly, with respect to the change of angle, changing into of tone (hue) sensation is nonlinear.
When the user need do control or selection to a color with aesthstic or similar basis, the HSV model can be used to any relevant occasion.Use is based on the parameter of sensibility, and as the RGB display of tone, saturation (saturation) and lightness (value/brightness), the HSV model makes the part or all of scope of control one RGB screen become possibility.This expression can be easily and can be expectedly set up user's interface by the mode that one of changes in three parameters.When the parameter of these sensibility is used, as make brighter, the dimer or more operation of yellowing of color X, can be than determining the combination that how to change RGB to be easy to many.
This HSV model be built in polar coordinates (r, θ, z) on, but not flute card (Cartesians) coordinate.Tone (H), or claim deep or lightly, be to represent with the θ angle, scope is 0 ° to 360 °.This hexagonal summit is with 60 ° of separations, red θ be 60 ° the place, yellow θ be 60 ° the place, green be 120 ° place at θ, and dark green be 180 ° place at θ, and complementary colours each with 180 ° separately.
Distance to the z axle is represented saturation (S): the color amount of existence.S is by 0 to 1.Saturation is represented the ratio of the purity (purity) of a tone in the HSV model.S=1 represents that this tone is maximum purity, and when S=0.25, tone is 1/4th purity, and when S=0, is GTG.
V is the lightness of HSV, is worth to 1 value of hexagonal pyramid bottom by 0 of the top of hexagonal pyramid.V=0 representative black (blackness), and during V=1, color then has maximum intensity (intensity), when V=1 and S=1, is pure hue (purehue), pure white (whiteness) then can obtain in the position of V=1 and S=0.
If the user can adjust HSV color parameter: H, S, V by mapping software, then these parameters can be converted into the RGB set point, for control RGB color/graphics.For determining required operation in this conversion, how we will obtain the HSV hexagonal pyramid by RGB cube (cube) with following well known algorithmic descriptions.
Black (initial point) is to the z axle of white diagonal corresponding to the HSV hexagonal pyramid in the RGB cube.The cubical sub-cube of each RGB is corresponding to a hexagon in section zone of HSV hexagonal pyramid.On any section, to all radial transmission lines on arbitrary summit, identical V (lightness) is arranged all on this HSV hexagon and by the z axle.For arbitrary group of rgb value, V equals the maximum in this class value.HSV point corresponding to this RGB class value is to be positioned on the hexagon in section with V value.S is the saturation of HSV, is the relative distance of this position distance z axle.H is the tone of HSV, and mat calculates this point and is positioned at the hexagonal relevant position to a sextant (Sextant) of HSV and tries to achieve its value.Following program (writing with the C language) provides a well known algorithm that the RGB class value is mapped to this corresponding HSV value.
  #include<math.h>  #define MIN(a,b)(a<b?a:b)  #define MAX(a,b)(a>b?a:b)  #define NO_HUE-1void rgbToHsv(floatr,floatg,floatb,float*h,float*s,float*v){      float max=MAX(r,MAX(g,b));      float min=MIN(r,MIN(g,b));      float delta=max-min;        <!-- SIPO <DP n="2"> -->        <dp n="d2"/>      *v=max;      if(max!=0.0)*s=delta/max;      else*s=0.0;      if(*s==0.0)*h=NO_HUE;   else{      if(r==max)          *h=(g-b)/delta;      else if(g==max)     *h=2+(b-r)/delta;      else if(b==max)     *h=4+(r-g)/delta;      *h*=60.0;      if(*h<0)*h+=360.0;      *h/=360.0;  }}
Make that max is a maximum in red, green and the blue color component, make that min is a minimum value in red, green and the blue color component, make delta equal max and deduct min, and according to the HSV model, saturation is defined as delta/max.
To a specific pixel, suppose that this correspondence color component has the relation of one R>G>B.So this color tone angle is represented as θ, wherein, And this color saturation is represented as Ω, wherein, &Omega; = ( R - B ) R
Summary of the invention
The purpose of this invention is to provide a kind of method and device that strengthens color image that computer graphics and video signal are used.
Another object of the present invention is under the situation that does not change the color tone, adjusts the saturation of a pixel in the computer graphics.
Provide a kind of device and method that strengthens pixel color at this, its specific embodiment comprises one first circuit, a second circuit, a tertiary circuit and one the 4th circuit.In a preferred embodiment, this device also comprises one the 5th circuit.This first circuit decision is also exported a reference value X.This second circuit import this reference value X and three-component (R, G, B), and with this three-component (R, G B) deduct this reference value X respectively, to obtain (R-X), (G-X) and value (B-X).This tertiary circuit input (R-X), (G-X) and value (B-X), and utilize a zoom factor S to scale (R-X), (G-X) and value (B-X) to be done to amplify or dwindle, to produce the value of S* (R-X), S* (G-X) and S* (B-X).The 4th circuit is added to the value of this S* (R-X), S* (G-X) and S* (B-X) this three-component respectively, and (R, G B), strengthen components (R ', G ', B ') to produce three.
By can further understanding the advantages and spirit of the present invention below in conjunction with the accompanying drawing detailed description of the invention.
Description of drawings:
Fig. 1 shows a preferred embodiment;
Fig. 2 shows another preferred embodiment.
Embodiment
For reaching the purpose that strengthens color, we wish and can keep increasing degree of saturation under the constant situation of color tone.The invention provides a kind of method to strengthen degree of saturation, as following equation (1).
In the equation (1), X can be the arbitrary value in R, G and the B value scope, and Scale is a selected zoom factor, and the color of this enhancing comprises a red components R NEW, a green component G NEWAn and blue component B NEWWhen this zoom factor is timing, saturation can strengthen, and when this zoom factor when negative, saturation can reduce, and when if this zoom factor is zero, then saturation can not change.
Suppose this zoom factor for just, to a special pixel, if R>G>B, because the characteristic of linear scale, then R NEW>G NEW>B NEWThis red component still is the maximum in the three-component.The new color tone angle of the color of this enhancing is with θ NEWExpression is by the provable θ of following calculation NEWIdentical with θ, when promptly doing to strengthen with equation (1), the color tone can't change. According to above narration, new saturation Ω NEWFollowing equation is represented. &Omega; NEW = ( R NEW - B NEW ) R NEW
Below calculation is provable, and when (R-B 〉=0), the saturation of color can strengthen.Be that equation (1) proposed by the invention can be realized purpose of the present invention. &Omega; NEW - &Omega; = ( R NEW - B NEW ) R NEW - ( R - B ) R = R NEW * B - R * B NEW R NEW * R = [ R + ( R - X ) * Scale ] * B - R * [ B + ( B - X ) * Scale ] R NEW * R = - B * X * Scale + R * X * Scale R NEW * R = X * Scale * ( R - B ) R NEW * R &GreaterEqual; 0
According to above narration, by equation provided by the invention (1), when color saturation strengthens, this color tone will remain unchanged.
The default constant X that replacement is used in equation (1), second specific embodiment of the present invention is provided at color enhancement process in the rgb color space in order to equation down:
Wherein R, G and B are the original color component, R NEW, G NEWAnd B NEWThe color component that be to strengthen, Scale is the enhancing degree, and f (R, G is B) for having one of R, G and B parameter function.
In a preferred embodiment, (R, G are that (B), wherein (R, G B) are minimum value among R, G and the B to this min to min for R, G B) to f.When implementing this embodiment, color strengthens equation and is:
Figure A0113793100091
Another replacement scheme is, ((B), wherein (R, G B) are maximum among R, G and the B to this max for R, G B) to be replaced by max for R, G with f.Or with f (R, G B) are replaced by median (middle) among R, G and the B, or (R, G B) are replaced by mean value (mean/average) among R, G and the B with f.We it be easy to show that when color saturation strengthens in the mode that is similar to equation of the present invention (2) or equation (3), the color tone will remain unchanged.
Because above-described enhancing process may cause this enhancing component to surpass the corresponding upper limit of each component, utilizes clamped computing (clamp operation) excessive to prevent (overflow).When surpassing this enhancing component value, clamped computing meeting limits this component value in this correspondence upper limit.
As shown in Figure 1, device of the present invention comprises one first circuit 10, a second circuit 12, a tertiary circuit 14 and one the 4th circuit 16.In a preferred embodiment, this device also comprises one the 5th circuit 18, and this color enhancement process is to be adjusted at former image in the rgb color space with a zoom factor, strengthens image to form one.This program can be handled each pixel in the rgb color space and not need the conversion of colour model.
These first circuit, 10 decisions are also exported a reference value X.This second circuit 12 this reference value of input X with (R, G, B), and with this three-component (R, G B) deduct this reference value X respectively, make in output to obtain (R-X), (G-X) and value (B-X).
These tertiary circuit 14 inputs (R-X), (G-X) and value (B-X), and, to scale this (R-X), (G-X) and value (B-X) are carried out convergent-divergent for utilizing a zoom factor S, to produce the value of S-(R-X), S* (G-X) and S* (B-X).The 4th circuit 16, (R, G B), strengthen components (R ', G ', B ') to produce three for respectively the value of this S* (R-X), S* (G-X) and S* (B-X) being added to this three-component.
Because above-described this enhancement process may cause this enhancings component (R ', G ', B ') to surpass a corresponding upper limit of each component, the 5th circuit 18 is excessive to prevent this component value in order to this clamped computing of execution.When surpassing this enhancing component value, this clamped computing meeting that the 5th circuit 18 is provided limits this color component value to export this upper limit.The 5th circuit 18 is output as (R ", G ", B ").
Minimum approximation method in equation (3) is used, and under the hypothesis of R>G>B, this equation (3) can be reduced to:
Figure A0113793100101
Be disclosed among Fig. 2 for a preferred embodiment of carrying out equation (4) function.
This device among Fig. 2 comprises one first circuit 21, one first multiplex (MUX) unit 23, a multiplication unit 25, one second multiplex (MUX) unit 27, an AND logical block 29, an arithmetic element 22 and a controller 24.
This first circuit 21 is imported the value of this R, G and B and is calculated and export (R-G), (G-B) and value (B-R) respectively.In a preferred embodiment, this first circuit 21 comprises three subtrators 210,212 and 214.Be somebody's turn to do (R-G), (G-B) and the position of positive negative value (sign) (B-R) and be input to this controller 24.
This first multiplex (MUX) unit 23 is connected in this first circuit 21, and corresponding one first selection signal 241, according to one first predetermined way, and optionally output (R-G), (G-B) and wherein two values (B-R).In a preferred embodiment, this first multiplex (MUX) unit 23 comprises one first multiplexer 231 and one second multiplexer 233.Therefore, this first multiplexer 231 outputs (R-G) or (G-B), and these second multiplexer, 233 outputs or output (B-R) or (G-B).For illustrative purposes, we suppose its R>G of a pixel>B now, and f (R, G, B) be min (R, G, B).
According to the hypothesis of this illustrative examples, the positive negative value of this that this controller 24 received position is (0,0,1).Utilize these positive negative value positions, this controller 24 is by a check table or its logical circuit, and the value of output one (1,1) is to this first selection signal 241.Under this assumption, these first multiplexer, 231 output (G-B) values, and these second multiplexer, 233 output (B-R) values.
This multiplicative identity 25 is connected to this first multiplex (MUX) unit 23, and selective property ground produces wherein two scale value of S* (R-G), S* (G-B) and S* (B-R), and wherein S is a default zoom factor.In a preferred embodiment, this multiplicative identity 25 comprises one first multiplier 251 and one second multiplier 253.Under above hypothesis, these first multiplier, 251 output S* (G-B) values, and these second multiplier, 253 output S* (B-R) values.
This second multiplex (MUX) unit 27 is connected to this multiplication unit 25, and corresponding one second selection signal 243, optionally exports the value of S* (R-G), S* (G-B) and S* (B-R).In a preferred embodiment, this second multiplex (MUX) unit 27 comprises one first multiplexer 271, one second multiplexer 273 and one the 3rd multiplexer 275.Utilize these positive negative value positions, this controller 24 is by a check table or its logical circuit, and the value of output one (1,0,1) is to this second selection signal 243.Under the hypothesis of this illustrative examples, the value of the value of this first multiplexer 271 output S* (B-R), this second multiplexer 273 output S* (G-B) and the value of the 3rd multiplexer 273 output S* (B-R).
This AND logical block 29 is connected to this second multiplex (MUX) unit 27, and corresponding one first control signal 245, optionally output (S* (B-R), S* (G-B), 0), (S* (R-G), 0, S* (G-B)) reaches (0, S* (R-G), S* (B-R)) one group of signal wherein.In a preferred embodiment, this AND logical block 29 comprises one the one AND unit 291, one the 2nd AND unit 293 and one the 3rd AND unit 295.Under the hypothesis of this illustrative examples, the information that 24 pairs of this controllers should positive and negative value position, the value that produces (1,1,0) is to this first control signal 245.Corresponding these values, the value of the value of an AND unit 291 output S* (B-R), the 2nd AND unit 291 output S* (G-B), and 295 outputs 0 of the 3rd AND unit.
This arithmetic element 22, be connected to this AND logical block 29 and import this three-component (R, G, B), and corresponding one second control signal 247, optionally output (R+S* (R-B), G+S* (G-B), B), (R+S* (R-G), G, B+S* (B-G)) one of them strengthens color component to reach (R, G+S* (G-R), B+S* (B-R)).In a preferred embodiment, this arithmetic element 22 comprises one first plus-minus unit 221, one second plus-minus unit 223 and one the 3rd plus-minus unit 225.Under the hypothesis of this illustrative examples, the information that 24 pairs of this controllers should positive and negative value position, the value that produces (1,0,0) is to this second control signal 247.Corresponding these values, the value of the value of this first plus-minus unit 221 output R+S* (R-B), this second plus-minus unit 223 output G+S* (G-B), and the 3rd plus-minus unit 225 output B.
The above desire that is described in detail is clearly narrated feature of the present invention and spirit, and non-in order to limit category of the present invention.The correction of various changes and equal item all should be contained by the present invention.Therefore, scope of the present invention should be according to following claim and the above broad interpretation that is stated as.

Claims (14)

1. method that strengthens pixel color, wherein this pixel color comprise three-component (R, G, B) respectively corresponding red, green and primary colors, the method includes the steps of:
(a) determine a reference value X;
(b) (R, G B) deduct this reference value X to obtain (R-X), (G-X) and value (B-X) with this three-component;
(c) utilize a zoom factor S, to (R-X), (G-X) and (B-X) carry out convergent-divergent respectively, with obtain component behind three convergent-divergents (Rs, Gs, Bs); And
(d) ((R, G B), strengthen component to produce three Bs) to be added to this three-component for Rs, Gs with component behind this convergent-divergent respectively.
2. the method for enhancing pixel color as claimed in claim 1, wherein this reference value X is the minimum value in this R, G and the B pixel.
3. the method for enhancing pixel color as claimed in claim 1, wherein this reference value X is the median in this R, G and the B pixel.
4. the method for enhancing pixel color as claimed in claim 1, wherein this reference value X is the maximum in this R, G and the B pixel.
5. the method for enhancing pixel color as claimed in claim 1, wherein this reference value X is the mean value in this R, G and the B pixel.
6. the method for enhancing pixel color as claimed in claim 1, wherein this convergent-divergent step is performed by the computing of S* (R-X), S* (G-X) and S* (B-X).
7. the method for enhancing pixel color as claimed in claim 1 in step (d) afterwards, further comprises this three enhancings component is carried out a clamped computing.
8. device that strengthens pixel color, wherein this pixel color comprise three-component (R, G, B) respectively corresponding red, green and primary colors, this device comprises:
One first circuit is for determining and export a reference value X;
One second circuit is for (R, G B) deduct this reference value X respectively, to obtain (R-X), (G-X) and (B-X) value with this three-component;
One tertiary circuit for utilizing a zoom factor S, carries out convergent-divergent to this (R-X), (G-X) and value (B-X) to scale, to produce S* (R-X), S* (G-X) and S* (B-X) value; And
One the 4th circuit, for respectively this S* (R-X), S* (G-X) and S* (B-X) value are added to this three-component (R, G, B), to produce three enhancing components.
9. the device of enhancing pixel color as claimed in claim 8, wherein this reference value X is the minimum value in this R, G and the B pixel.
10. the device of enhancing pixel color as claimed in claim 8, wherein this reference value X is the median in this R, G and the B pixel.
11. the device of enhancing pixel color as claimed in claim 8, wherein this reference value X is the maximum in this R, G and the B pixel.
12. the device of enhancing pixel color as claimed in claim 8, wherein this reference value X is the mean value in this R, G and the B pixel.
13. the device of enhancing pixel color as claimed in claim 8 further comprises one the 5th circuit, for respectively this three being strengthened component clamped (clamping) in three higher limits.
14. a device that strengthens pixel color, wherein this pixel color comprise three-component (R, G, B) respectively corresponding red, green and primary colors, this device comprises:
One first circuit is for calculating and export (R-G), (G-B) and value (B-R) respectively;
One first duplex circuit, this first duplex circuit is connected in this first circuit, and corresponding one first selection signal, and this first duplex circuit is according to one first predetermined way, and optionally output (R-G), (G-B) reach wherein two values (B-R);
One mlultiplying circuit, this mlultiplying circuit are connected in this first duplex circuit, and selective property ground produces S* (R-G), S* (G-B) and S* (B-R) two scale value wherein, and wherein S is a default zoom factor;
One second duplex circuit, this second duplex circuit is connected in this mlultiplying circuit, and corresponding one second selection signal, optionally exports the value of S* (R-G), S* (G-B) and S* (B-R);
One AND logical circuit, this AND logical circuit is connected in this second duplex circuit, and corresponding one first control signal, optionally output (S* (B-R), S* (G-B), 0), (S* (R-G), 0, S* (G-B)) reaches (0, S* (R-G), S* (B-R)) one group of signal wherein; And
One computing circuit, this computing circuit be connected in this AND logical circuit and import this three-component (R, G, B), and corresponding one second control signal, optionally output (R+S* (R-B), G+S* (G-B), B), (R+S* (R-G), G, B+S* (B-G)) reaches one in (R, G+S* (G-R), B+S* (B-R)) and strengthen component.
CNB011379316A 2001-11-06 2001-11-06 Color-strengthening image processing device and method Expired - Fee Related CN1168285C (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CNB011379316A CN1168285C (en) 2001-11-06 2001-11-06 Color-strengthening image processing device and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CNB011379316A CN1168285C (en) 2001-11-06 2001-11-06 Color-strengthening image processing device and method

Publications (2)

Publication Number Publication Date
CN1418003A true CN1418003A (en) 2003-05-14
CN1168285C CN1168285C (en) 2004-09-22

Family

ID=4674291

Family Applications (1)

Application Number Title Priority Date Filing Date
CNB011379316A Expired - Fee Related CN1168285C (en) 2001-11-06 2001-11-06 Color-strengthening image processing device and method

Country Status (1)

Country Link
CN (1) CN1168285C (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7956823B2 (en) 2001-05-30 2011-06-07 Sharp Kabushiki Kaisha Color display device, color compensation method, color compensation program, and storage medium readable by computer
CN102867497A (en) * 2011-10-17 2013-01-09 矽创电子股份有限公司 Color adjusting device and color adjusting method
CN104869370A (en) * 2014-02-21 2015-08-26 佳能株式会社 Image processing apparatus and image processing method
CN104869380A (en) * 2014-02-21 2015-08-26 佳能株式会社 Image processing apparatus and image processing method

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7956823B2 (en) 2001-05-30 2011-06-07 Sharp Kabushiki Kaisha Color display device, color compensation method, color compensation program, and storage medium readable by computer
CN102867497A (en) * 2011-10-17 2013-01-09 矽创电子股份有限公司 Color adjusting device and color adjusting method
CN102867497B (en) * 2011-10-17 2015-07-22 矽创电子股份有限公司 Color adjusting device and color adjusting method
TWI495352B (en) * 2011-10-17 2015-08-01 Sitronix Technology Corp Color adjustment device and color adjustment method
CN104869370A (en) * 2014-02-21 2015-08-26 佳能株式会社 Image processing apparatus and image processing method
CN104869380A (en) * 2014-02-21 2015-08-26 佳能株式会社 Image processing apparatus and image processing method
US9565412B2 (en) 2014-02-21 2017-02-07 Canon Kabushiki Kaisha Image processing apparatus that develops photographed data, image processing method, and recording medium
CN104869380B (en) * 2014-02-21 2017-05-03 佳能株式会社 Image processing apparatus and image processing method
US9652687B2 (en) 2014-02-21 2017-05-16 Canon Kabushiki Kaisha Image processing apparatus that performs development by adjusting saturation level of each color signal, image processing method, and storage medium

Also Published As

Publication number Publication date
CN1168285C (en) 2004-09-22

Similar Documents

Publication Publication Date Title
CN1302669C (en) Device and method of colour compensation
CN100394804C (en) Image signal correction method and image signal correction apparatus
CN1753455A (en) Image display apparatus
JP2010250331A (en) Color display device, color compensation method, color compensation program
WO2020000546A1 (en) Method and apparatus for enhancing image color
CN100556071C (en) Image processing method
US9449375B2 (en) Image processing apparatus, image processing method, program, and recording medium
JP3784726B2 (en) Color adjustment device
CN105070269B (en) The color display and system of a kind of mobile terminal
US20030234810A1 (en) Graphical user interface for color correction using curves
CN103380451A (en) Video display device
CN109377966B (en) Display method, system and display device
CN101854558B (en) Method for correcting color domain in treating video signals of LED display screen
CN1168285C (en) Color-strengthening image processing device and method
US6904165B2 (en) Color image processing apparatus and method for color enhancement
US7224833B2 (en) Method for fast color saturation control
JP2005134866A (en) Color display device, color compensation method, and color compensation program
CN113658157B (en) Color segmentation method and device based on HSV space
WO2022120799A1 (en) Image processing method and apparatus, electronic device, and storage medium
JP3037818B2 (en) A method for correcting color unevenness in color images
WO2017096681A1 (en) Signal conversion method
CN105184746A (en) Histogram equalization-based color image enhanced treatment method
JPS62230159A (en) Color reproducing method in color hard copy
CN115330607B (en) Saturation enhancement method for color image
CN106657945A (en) Nonlinear segmented gamma correction implementation method

Legal Events

Date Code Title Description
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20040922

Termination date: 20161106

CF01 Termination of patent right due to non-payment of annual fee