CN109685859B - 3D Color Automatic Adjustment Method Based on 3D Lookup Table - Google Patents
3D Color Automatic Adjustment Method Based on 3D Lookup Table Download PDFInfo
- Publication number
- CN109685859B CN109685859B CN201811585234.1A CN201811585234A CN109685859B CN 109685859 B CN109685859 B CN 109685859B CN 201811585234 A CN201811585234 A CN 201811585234A CN 109685859 B CN109685859 B CN 109685859B
- Authority
- CN
- China
- Prior art keywords
- color
- look
- ictcp
- color space
- lookup table
- 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.)
- Expired - Fee Related
Links
- 238000000034 method Methods 0.000 title claims abstract description 17
- 238000006243 chemical reaction Methods 0.000 claims description 3
- 238000007781 pre-processing Methods 0.000 claims description 3
- 230000009286 beneficial effect Effects 0.000 abstract description 2
- 238000010586 diagram Methods 0.000 description 3
- 239000003086 colorant Substances 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 238000005070 sampling Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/90—Determination of colour characteristics
Landscapes
- Engineering & Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Image Generation (AREA)
- Image Processing (AREA)
- Color Image Communication Systems (AREA)
Abstract
Description
技术领域technical field
本发明涉及视频图像处理,尤其涉及一种基于3D查找表的三维颜色自动调整方法。The invention relates to video image processing, in particular to a three-dimensional color automatic adjustment method based on a 3D look-up table.
背景技术Background technique
在如今生活当中,大到尺寸越来越大的液晶电视、计算机屏幕和投影机等大型显示设备,小到智能手机、掌上游戏和数字相机等小型显示设备,彩色显示器已经与人们的生活息息相关。以大型液晶电视为例,现今的液晶电视不仅可以显示彩色图像,还可以根据用户的喜好进行颜色的调整,提高用户的观看体验。In today's life, from large display devices such as LCD TVs, computer screens and projectors, which are becoming larger and larger, to small display devices such as smart phones, handheld games and digital cameras, color displays have been closely related to people's lives. Taking a large LCD TV as an example, today's LCD TVs can not only display color images, but also adjust colors according to the user's preference, so as to improve the user's viewing experience.
从黑白到彩色,从模拟信号到数字信号,视频领域的每一次变革都是对整个生态链进行全方位的技术升级。近年来,高动态范围受到业界广泛的关注,不同环节的厂商都在为布局下一代视频系统积极行动,而作为承载完整产业链条的视频信号标准也面临着进一步的升级换代。新一代视频信号ICtCp突破现有信号格式在技术可靠性和准确性上逐渐遇到瓶颈,有望成为下一代视频信号标准。因此,在新一代视频信号ICtCp背景下,如何进行颜色调整是个有意义且待解决的问题。From black and white to color, from analog signal to digital signal, every change in the video field is an all-round technological upgrade of the entire ecological chain. In recent years, high dynamic range has received extensive attention in the industry. Manufacturers in different links are actively taking action to deploy the next-generation video system. As a video signal standard that carries a complete industrial chain, it is also facing further upgrades. The new generation of video signal ICtCp breaks through the existing signal format and gradually encounters bottlenecks in technical reliability and accuracy, and is expected to become the next-generation video signal standard. Therefore, in the context of the new generation video signal ICtCp, how to perform color adjustment is a meaningful and yet to be solved problem.
发明内容SUMMARY OF THE INVENTION
为了解决现有技术中的问题,本发明提供了一种基于3D查找表的三维颜色自动调整方法。In order to solve the problems in the prior art, the present invention provides a three-dimensional color automatic adjustment method based on a 3D look-up table.
本发明提供了一种基于3D查找表的三维颜色自动调整方法,包括以下步骤:The present invention provides a three-dimensional color automatic adjustment method based on a 3D look-up table, comprising the following steps:
S1、RGB色彩空间到ICtCp色彩空间转换,将原始RGB色彩空间转换到ICtCp色彩空间中;S1, RGB color space to ICtCp color space conversion, convert the original RGB color space to ICtCp color space;
S2、在ICtCp色彩空间进行颜色调整,针对ICtCp色彩空间下每一帧图像各像素点的像素值,根据3D查找表分别进行亮度和色彩的颜色调整。S2. Perform color adjustment in the ICtCp color space, and perform color adjustment of brightness and color respectively according to the 3D lookup table according to the pixel value of each pixel of each frame of image in the ICtCp color space.
作为本发明的进一步改进,在步骤S1中,亮度和色彩的具体调整值则根据3D查找表进行三线性插值得到。As a further improvement of the present invention, in step S1, the specific adjustment values of brightness and color are obtained by trilinear interpolation according to the 3D look-up table.
作为本发明的进一步改进,步骤S1包括以下子步骤:As a further improvement of the present invention, step S1 includes the following sub-steps:
S11、开始;S11, start;
S12、更新帧,读取当前帧数据,并进行数据预处理;S12, update the frame, read the current frame data, and perform data preprocessing;
S13、更新像素点,读取当前帧当前像素值;S13, update the pixel point, and read the current pixel value of the current frame;
S14、将RGB像素转换成ICtCp值。S14. Convert the RGB pixels into ICtCp values.
作为本发明的进一步改进,步骤S2包括以下子步骤:As a further improvement of the present invention, step S2 includes the following sub-steps:
S21、根据3D查找表里的数据进行三线性插值运算,计算当前像素对应颜色调整值;S21, perform trilinear interpolation operation according to the data in the 3D lookup table, and calculate the color adjustment value corresponding to the current pixel;
S22、根据当前像素ICtCp值和计算的颜色调整值进行颜色调整,得到颜色调整后的像素值;S22, performing color adjustment according to the current pixel ICtCp value and the calculated color adjustment value to obtain a color-adjusted pixel value;
S23、判断当前帧是否有未处理的像素,如果有,则返回步骤S13,如果没有,则进入下一步骤;S23, determine whether the current frame has unprocessed pixels, if so, return to step S13, if not, enter the next step;
S24、判断是否有未处理的帧,如果有,则返回步骤S12,如果没有,则结束。S24, determine whether there are unprocessed frames, if yes, return to step S12, if not, end.
作为本发明的进一步改进,3D查找表包括I查找表、Ct查找表和Cp查找表,所述I查找表、Ct查找表、Cp查找表均包括I维度、Ct维度和Cp维度。As a further improvement of the present invention, the 3D lookup table includes an I lookup table, a Ct lookup table, and a Cp lookup table, and the I lookup table, the Ct lookup table, and the Cp lookup table all include the I dimension, the Ct dimension, and the Cp dimension.
本发明的有益效果是:通过上述方案,实现了ICtCp视频信号格式的三维颜色自动调整。The beneficial effects of the present invention are: through the above scheme, the three-dimensional color automatic adjustment of the ICtCp video signal format is realized.
附图说明Description of drawings
图1是本发明一种基于3D查找表的三维颜色自动调整方法的算法原理图。FIG. 1 is an algorithm principle diagram of a three-dimensional color automatic adjustment method based on a 3D look-up table of the present invention.
图2是本发明一种基于3D查找表的三维颜色自动调整方法的3D查找表的示意图。FIG. 2 is a schematic diagram of a 3D lookup table of a three-dimensional color automatic adjustment method based on a 3D lookup table of the present invention.
图3是本发明一种基于3D查找表的三维颜色自动调整方法的三线性插值的示意图。3 is a schematic diagram of trilinear interpolation of a three-dimensional color automatic adjustment method based on a 3D look-up table of the present invention.
图4是本发明一种基于3D查找表的三维颜色自动调整方法的流程图。FIG. 4 is a flow chart of a three-dimensional color automatic adjustment method based on a 3D look-up table of the present invention.
具体实施方式Detailed ways
下面结合附图说明及具体实施方式对本发明作进一步说明。The present invention will be further described below with reference to the accompanying drawings and specific embodiments.
如图1至图4所示,一种基于3D查找表的三维颜色自动调整方法,首先将原始RGB色彩空间转换到ICtCp色彩空间中,针对ICtCp色彩空间下每一帧图像各像素点的像素值,根据3D查找表分别进行亮度和色彩的颜色调整。其中亮度和色彩的具体调整值则根据3D查找表进行三线性插值得到。As shown in Figures 1 to 4, a three-dimensional color automatic adjustment method based on a 3D lookup table, firstly converts the original RGB color space into the ICtCp color space, and aims at the pixel value of each pixel of each frame of the image in the ICtCp color space. , according to the 3D look-up table to adjust the brightness and color respectively. The specific adjustment values of brightness and color are obtained by trilinear interpolation according to the 3D look-up table.
ICtCp是一种新型视频信号格式,它将画面亮度信号与色彩信号分开,其中I代表经过编码后的亮度强度,即黑白信号;Ct代表蓝黄色轴色度信号,Cp代表红绿色轴色度信号,CtCp合并后构成完整色彩画面。ICtCp is a new video signal format, which separates the picture brightness signal from the color signal, where I represents the encoded brightness intensity, that is, the black and white signal; Ct represents the blue-yellow axis chrominance signal, and Cp represents the red-green axis chrominance signal. , CtCp combined to form a complete color picture.
与传统的YCbCr相比,ICtCp的色调偏移角度整体上小于YCbCr,同时在蓝色和肤色色调等重要区域有着优异表现。其次ICtCp信号的色彩线性和色调一致性均优于YCbCr。Compared with traditional YCbCr, the hue shift angle of ICtCp is generally smaller than that of YCbCr, and it also has excellent performance in important areas such as blue and skin tones. Secondly, the color linearity and tone consistency of ICtCp signal are better than YCbCr.
读取当前帧数据并进行数据预处理,将当前像素点的RGB像素值转换为ICtCp值。从RGB空间到ICtCp空间转换公式如下:Read the current frame data and perform data preprocessing, and convert the RGB pixel value of the current pixel point to the ICtCp value. The conversion formula from RGB space to ICtCp space is as follows:
其中,y=x/10000,m1=2610/16384 m2=128×2523/4096,c1=3424/4096,c2=32×2413/4096,c3=32×2392/4096。in, y=x/10000, m1 = 2610/16384 m2 =128×2523/4096, c1 = 3424/4096, c2 =32×2413/4096, c3 = 32×2392/4096.
在ICtCp空间进行颜色调整如下:Color adjustment in ICtCp space is as follows:
将ICtCp颜色空间下的图像每个像素点的像素值(I,Ct,Cp)通过3D查找表的的方法进行一一映射到新的像素值(I’,Ct’,Cp’),该新像素值即颜色调整后的像素值。该3D查找表分别是I查找表、Ct查找表和Cp查找表。而每个查找表又分别有I、Ct、和Cp三个维度。这样就可以实现三维映射。以8bits数据为例,原始像素的子像素值I,Ct,Cp取值范围均为0~255,则每个像素点有256*256*256种可能情况,每种情况对应一个三维颜色调整值(ΔI,ΔCt,ΔCp)。则8bits情况下的查找表大小为256*256*256*3。调整后的像素值为:The pixel value (I, Ct, Cp) of each pixel of the image in the ICtCp color space is mapped one by one to the new pixel value (I', Ct', Cp') by the method of the 3D lookup table. The pixel value is the pixel value after color adjustment. The 3D lookup tables are an I lookup table, a Ct lookup table, and a Cp lookup table, respectively. And each lookup table has three dimensions of I, Ct, and Cp respectively. This enables three-dimensional mapping. Taking 8bits data as an example, the sub-pixel values I, Ct, and Cp of the original pixel are in the range of 0 to 255, then each pixel has 256*256*256 possible situations, and each situation corresponds to a three-dimensional color adjustment value (ΔI, ΔCt, ΔCp). Then the size of the lookup table in the case of 8bits is 256*256*256*3. The adjusted pixel value is:
(I’,Ct’,Cp’)=(I,Ct,Cp)+(ΔI,ΔCt,ΔCp)(I', Ct', Cp')=(I, Ct, Cp)+(ΔI, ΔCt, ΔCp)
所以理论而言只要查找表的刻度足够密集,数值的精度足够大,我们就可以将任意的原始颜色转换成任意的目标颜色。但是这种情况下的3D查找表会很大,耗费存储空间。所以这里利用三线性插值方法减少3D查找表的数据储存量。So theoretically, as long as the scale of the lookup table is dense enough and the numerical precision is large enough, we can convert any original color into any target color. However, the 3D lookup table in this case will be very large and consume storage space. Therefore, the trilinear interpolation method is used here to reduce the data storage amount of the 3D lookup table.
3D查找表说明如下:The 3D lookup table is explained as follows:
以8bits数据为例,对0~255进行划分,选取0、16、32、64、128、160、192、224、255九个典型灰度级。得到的大小为9×9×9×3的3D查找表如图2所示。该3D查找表有3个维度,9×9×9个采样点,为了书写方便,这里将九个典型灰度级0、16、32、64、128、160、192、224、255分别对应为0~8的整数,三个维度分别对应为i,j,k。则每个典型灰度点储存对应颜色调整值(ΔIi,j,k,ΔCti,j,k,ΔCpi,j,k)。Taking 8bits data as an example, divide 0 to 255, and select nine typical gray levels of 0, 16, 32, 64, 128, 160, 192, 224, and 255. The resulting 3D lookup table of size 9×9×9×3 is shown in Figure 2. The 3D lookup table has 3 dimensions and 9×9×9 sampling points. For the convenience of writing, the nine typical
三线性插值计算目标颜色调整值如下:Trilinear interpolation calculates the target color adjustment value as follows:
以8bits数据为例,若原始子像素值刚好均为选取的典型灰度级0、16、32、64、128、160、192、224、255,则目标颜色调整值(ΔI,ΔCt,ΔCp)即为3D查找表对应颜色调整值(ΔIi,j,k,ΔCti,j,k,ΔCpi,j,k)。Taking 8bits data as an example, if the original sub-pixel values are just the selected typical gray levels of 0, 16, 32, 64, 128, 160, 192, 224, 255, the target color adjustment value (ΔI, ΔCt, ΔCp) That is, the corresponding color adjustment values of the 3D look-up table (ΔI i,j,k , ΔCt i,j,k , ΔCp i,j,k ).
若原始子像素值不为选取的典型灰度级,则采用三线性插值法计算目标颜色调整值(ΔI,ΔCt,ΔCp)。具体做法如图1所示:If the original sub-pixel value is not the selected typical gray level, a trilinear interpolation method is used to calculate the target color adjustment value (ΔI, ΔCt, ΔCp). The specific method is shown in Figure 1:
假设原始像素值为(I,Ct,Cp),则i=I/32,j=Ct/32,k=Cp/32。其中“/”表示求商运算。由此得到8个点P0,0,0,P0,0,1,P0,1,0,P0,1,1,P1,0,0,P1,0,1,P1,1,0,P1,1,1定义为:Assuming that the original pixel value is (I, Ct, Cp), i=I/32, j=Ct/32, k=Cp/32. Where "/" represents the quotient operation. This results in 8 points P 0,0,0 , P 0,0,1 , P 0,1,0 , P 0,1,1 , P 1,0,0 , P 1,0,1 , P 1 ,1,0 , P 1,1,1 is defined as:
P0,0,0=(ΔIi,j,k,ΔCti,j,k,ΔCpi,j,k),P0,0,1=(ΔIi,j,k+1,ΔCti,j,k+1,ΔCpi,j,k+1)P 0,0,0 =(ΔI i,j,k ,ΔCt i,j,k ,ΔCp i,j,k ),P 0,0,1 =(ΔI i,j,k+1 ,ΔCt i, j,k+1 ,ΔCp i,j,k+1 )
P0,1,0=(ΔIi,j+1,k,ΔCti,j+1,k,ΔCpi,j+1,k),P0,1,1=(ΔIi,j+1,k+1,ΔCti,j+1,k+1,ΔCpi,j+1,k+1)P 0,1,0 =(ΔI i,j+1,k ,ΔCt i,j+1,k ,ΔCp i,j+1,k ),P 0,1,1 =(ΔI i,j+1 ,k+1 ,ΔCt i,j+1,k+1 ,ΔCp i,j+1,k+1 )
P1,0,0=(ΔIi+1,j,k,ΔCti+1,j,k,ΔCpi,j,k),P1,0,1=(ΔIi+1,j,k+1,ΔCti,j,k+1,ΔCpi,j,k+1)P 1,0,0 =(ΔI i+1,j,k ,ΔCt i+1,j,k ,ΔCp i,j,k ),P 1,0,1 =(ΔI i+1,j,k +1 ,ΔCt i,j,k+1 ,ΔCp i,j,k+1 )
P1,1,0=(ΔIi+1,j+1,k,ΔCti,j+1,k,ΔCpi,j+1,k),P1,1,1=(ΔIi=1,j+1,k+1,ΔCti,j+1,k+1,ΔCpi,j+1,k+1)P 1,1,0 =(ΔI i+1,j+1,k ,ΔCt i,j+1,k ,ΔCpi ,j+1,k ),P 1,1,1 =(ΔI i=1 ,j+1,k+1 ,ΔCt i,j+1,k+1 ,ΔCp i,j+1,k+1 )
记P0,0,P0,1,P1,0,P1,1的坐标为:Note the coordinates of P 0,0 , P 0,1 , P 1,0 , P 1,1 are:
P0,0=(ΔI0,0,ΔCt0,0,ΔCp0,0),P0,1=(ΔI0,1,ΔCt0,1,ΔCp0,1),P 0,0 =(ΔI 0,0 ,ΔCt 0,0 ,ΔCp 0,0 ),P 0,1 =(ΔI 0,1 ,ΔCt 0,1 ,ΔCp 0,1 ),
P1,0=(ΔI1,0,ΔCt1,0,ΔCp1,0),P1,1=(ΔI1,1,ΔCt1,1,ΔCp1,1),P 1,0 =(ΔI 1,0 ,ΔCt 1,0 ,ΔCp 1,0 ),P 1,1 =(ΔI 1,1 ,ΔCt 1,1 ,ΔCp 1,1 ),
则可由以下公式计算各坐标具体值,其中mod表示求余运算。Then the specific value of each coordinate can be calculated by the following formula, where mod represents the remainder operation.
记P0,P1的坐标分别为(ΔI0,ΔCt0,ΔCp0),(ΔI1,ΔCt1,ΔCp1),则可由下式计算得到各坐标具体值Note that the coordinates of P 0 and P 1 are respectively (ΔI 0 , ΔCt 0 , ΔCp 0 ), (ΔI 1 , ΔCt 1 , ΔCp 1 ), then the specific values of each coordinate can be calculated by the following formula
由P0,P1点坐标可以计算出目标颜色调整值(ΔI,ΔCt,ΔCp)The target color adjustment value (ΔI, ΔCt, ΔCp) can be calculated from the coordinates of P 0 and P 1
调整后的像素值为:The adjusted pixel value is:
(I’,Ct’,Cp’)=(I,Ct,Cp)+(ΔI,ΔCt,ΔCp)(I', Ct', Cp')=(I, Ct, Cp)+(ΔI, ΔCt, ΔCp)
重复上述操作直至所有帧的所有像素处理完毕。Repeat the above operation until all pixels of all frames are processed.
以上内容是结合具体的优选实施方式对本发明所作的进一步详细说明,不能认定本发明的具体实施只局限于这些说明。对于本发明所属技术领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干简单推演或替换,都应当视为属于本发明的保护范围。The above content is a further detailed description of the present invention in combination with specific preferred embodiments, and it cannot be considered that the specific implementation of the present invention is limited to these descriptions. For those of ordinary skill in the technical field of the present invention, without departing from the concept of the present invention, some simple deductions or substitutions can be made, which should be regarded as belonging to the protection scope of the present invention.
Claims (2)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201811585234.1A CN109685859B (en) | 2018-12-24 | 2018-12-24 | 3D Color Automatic Adjustment Method Based on 3D Lookup Table |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201811585234.1A CN109685859B (en) | 2018-12-24 | 2018-12-24 | 3D Color Automatic Adjustment Method Based on 3D Lookup Table |
Publications (2)
Publication Number | Publication Date |
---|---|
CN109685859A CN109685859A (en) | 2019-04-26 |
CN109685859B true CN109685859B (en) | 2021-06-08 |
Family
ID=66188158
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201811585234.1A Expired - Fee Related CN109685859B (en) | 2018-12-24 | 2018-12-24 | 3D Color Automatic Adjustment Method Based on 3D Lookup Table |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN109685859B (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN114529617A (en) * | 2022-01-26 | 2022-05-24 | 珠海亿智电子科技有限公司 | Image local color adjusting method and device, electronic equipment and storage medium |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1874410A (en) * | 2005-06-01 | 2006-12-06 | 索尼公司 | Imaging device and method for processing imaging result in imaging device |
CN107925770A (en) * | 2015-08-04 | 2018-04-17 | 杜比实验室特许公司 | Signal shaping for high dynamic range signal |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2008085980A (en) * | 2006-08-31 | 2008-04-10 | Sony Corp | Color conversion apparatus, emulation method, three-dimensional lookup table generation method, and image processing apparatus |
US9948916B2 (en) * | 2013-10-14 | 2018-04-17 | Qualcomm Incorporated | Three-dimensional lookup table based color gamut scalability in multi-layer video coding |
US9756337B2 (en) * | 2013-12-17 | 2017-09-05 | Qualcomm Incorporated | Signaling color values for 3D lookup table for color gamut scalability in multi-layer video coding |
WO2016186551A1 (en) * | 2015-05-20 | 2016-11-24 | Telefonaktiebolaget Lm Ericsson (Publ) | Pixel processing and encoding |
US10477212B2 (en) * | 2016-10-11 | 2019-11-12 | Dolby Laboratories Licensing Corporation | Adaptive chroma quantization in video coding for multiple color imaging formats |
-
2018
- 2018-12-24 CN CN201811585234.1A patent/CN109685859B/en not_active Expired - Fee Related
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1874410A (en) * | 2005-06-01 | 2006-12-06 | 索尼公司 | Imaging device and method for processing imaging result in imaging device |
CN107925770A (en) * | 2015-08-04 | 2018-04-17 | 杜比实验室特许公司 | Signal shaping for high dynamic range signal |
Also Published As
Publication number | Publication date |
---|---|
CN109685859A (en) | 2019-04-26 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
KR100843089B1 (en) | Apparatus and method for improving the visibility of an image | |
JP5611508B2 (en) | Ambient light adaptive color correction apparatus and method | |
JP4668986B2 (en) | Color image data processing method | |
KR20190055289A (en) | Method of converting color gamut and display device employing the same | |
US8014027B1 (en) | Automatic selection of color conversion method using image state information | |
KR101927968B1 (en) | METHOD AND DEVICE FOR DISPLAYING IMAGE BASED ON METADATA, AND RECORDING MEDIUM THEREFOR | |
US11115563B2 (en) | Method and apparatus for nonlinear interpolation color conversion using look up tables | |
CN108141508A (en) | For operating the technology of display in code space is perceived | |
KR102701013B1 (en) | Dynamic range mapping method and device | |
JP2015141333A (en) | Image processing apparatus, image processing method, display device, display device control method, and program | |
CN103826113B (en) | A kind of color rendition method and device | |
JP2015179253A (en) | Display device and control method of the same | |
WO2021073304A1 (en) | Image processing method and apparatus | |
JP5387713B2 (en) | Image adjustment apparatus, image adjustment system, and program | |
JP6664409B2 (en) | Adaptive color grade interpolation method and device | |
CN109685859B (en) | 3D Color Automatic Adjustment Method Based on 3D Lookup Table | |
WO2022120799A1 (en) | Image processing method and apparatus, electronic device, and storage medium | |
CN108566502A (en) | A kind of color management method based on expansible colored quantum noise | |
US8630488B2 (en) | Creating a duotone color effect using an ICC profile | |
US8571310B2 (en) | Creating a luminance effect using an ICC profile | |
CN119724064A (en) | Screen color adjustment method and electronic device | |
CN120223853A (en) | Image processing and projection control method, electronic device, projector, and storage medium | |
JP2021099420A (en) | Display device | |
CN110310232A (en) | A system and method for expanding and enhancing digital image color gamut | |
JP2013084067A (en) | Image processing system, method for controlling the same, and program |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20210608 |