CN116373459A - Nozzle printing deviation calibration method of ink-jet printer - Google Patents
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- B41—PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
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- B41J2/00—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed
- B41J2/005—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed characterised by bringing liquid or particles selectively into contact with a printing material
- B41J2/01—Ink jet
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- B41J2/11—Ink jet characterised by jet control for ink spray
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B41—PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
- B41J—TYPEWRITERS; SELECTIVE PRINTING MECHANISMS, i.e. MECHANISMS PRINTING OTHERWISE THAN FROM A FORME; CORRECTION OF TYPOGRAPHICAL ERRORS
- B41J2/00—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed
- B41J2/005—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed characterised by bringing liquid or particles selectively into contact with a printing material
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Abstract
Description
技术领域technical field
本发明涉及喷墨打印技术领域,特别涉及一种喷墨打印机的喷头打印偏差校准方法。The invention relates to the technical field of inkjet printing, in particular to a method for calibrating printing deviation of a nozzle of an inkjet printer.
背景技术Background technique
喷墨打印技术是通过喷头将墨滴喷射到打印介质上以得到图像或文字的技术。单个喷头的喷孔数量是一定的,所以喷头每扫描一次打印的图像高度和宽度都是有限的,而想要高效快速的得到高度较大的图像就需在垂直方向上拼接喷头,并且打印过程中使打印介质向前移动或喷车向前移动即走纸。但由于喷头本身尺寸的不同导致安装的不准确性,使得喷头拼接之间存在对齐误差,当喷头存在对齐误差时会严重影响打印产品的质量;并且在不同速度以及方向下,由于打印机机构件公差导致不同印刷下打印画像无法对齐问题。Inkjet printing technology is a technology that sprays ink droplets onto a printing medium through a nozzle to obtain images or text. The number of nozzle holes of a single nozzle is fixed, so the height and width of the image printed by each nozzle scan are limited, and if you want to obtain an image with a larger height efficiently and quickly, you need to splice the nozzles in the vertical direction, and the printing process Make the printing medium move forward or the inkjet car move forward to feed the paper. However, due to the inaccuracy of the installation due to the difference in the size of the nozzle itself, there is an alignment error between the splicing nozzles. When there is an alignment error in the nozzle, it will seriously affect the quality of the printed product; and at different speeds and directions, due to the tolerance of the printer mechanism It leads to the problem that the printed portraits cannot be aligned under different printings.
因此,需要对现有技术作进一步改进。Therefore, need further improvement to prior art.
发明内容Contents of the invention
本发明所要解决的技术问题是针对上述现有技术,而提供一种能提高打印质量的喷墨打印机的喷头打印偏差校准方法。The technical problem to be solved by the present invention is to provide a printing offset calibration method of an inkjet printer capable of improving printing quality in view of the above prior art.
本发明解决上述技术问题所采用的技术方案为:一种喷墨打印机的喷头打印偏差校准方法,其特征在于包括如下步骤:The technical scheme adopted by the present invention to solve the above-mentioned technical problems is: a method for calibrating print head printing deviation of an inkjet printer, which is characterized in that it includes the following steps:
步骤1、使用喷墨打印机打印出校准用的打印页;Step 1. Use an inkjet printer to print out the printed page for calibration;
上述校准用的打印页打印出的数据包括:The data printed on the above calibration printout includes:
线条数据,包括m行n列间隔设置的线条;m和n均为正整数,记行方向为横向,列方向为纵向;其中至少有一行线条为横向设置的线条,至少一行线条为纵向设置的线条;Line data, including lines set at intervals of m rows and n columns; both m and n are positive integers, and the row direction is horizontal, and the column direction is vertical; at least one row of lines is horizontally set, and at least one line is vertically set line;
辅助定位数据,包括沿打印页横向设置的辅助定位线条以及沿打印页纵向设置的第二定位块;Auxiliary positioning data, including auxiliary positioning lines arranged horizontally along the printed page and second positioning blocks arranged vertically along the printed page;
步骤2、扫描步骤1中校准用的打印页,并对扫描后的图像进行预处理,得到打印页图像;Step 2, scanning the printed page used for calibration in step 1, and preprocessing the scanned image to obtain the printed page image;
步骤3、在打印页图像的辅助定位线条上任意选取多个点,并计算辅助定位线条上各点的纵坐标众数坐标差相对横坐标的偏差量,得到图像水平方向的夹角;Step 3, arbitrarily select a plurality of points on the auxiliary positioning line of the printed page image, and calculate the deviation of the ordinate mode coordinate difference of each point on the auxiliary positioning line relative to the abscissa coordinate, and obtain the included angle in the horizontal direction of the image;
步骤4、根据打印页图像上第二定位块的边缘点坐标,计算得到图像纵向方向上的偏移角;步骤5、分别计算得到每行线条中n组线条的偏差量,并将图像纵向方向上的偏移角映射到纵向设置的线条所对应的偏差量中,得到纵向设置的线条的最终偏差量;另外将图像水平方向的夹角映射到横向设置的线条所对应的偏差量中,得到横向设置的线条的最终偏差量;Step 4, according to the edge point coordinates of the second positioning block on the printed page image, calculate the offset angle on the image longitudinal direction; The offset angle above is mapped to the offset corresponding to the vertically set lines to obtain the final offset of the vertically set lines; in addition, the included angle in the horizontal direction of the image is mapped to the offset corresponding to the horizontally set lines to obtain The final deviation of the lines set horizontally;
步骤6、对每行线条中n组线条的最终偏差量进行最优解求取,得到每行线条中的偏差量最优解;Step 6. Finding the optimal solution for the final deviation of n groups of lines in each row of lines to obtain the optimal solution of the deviation in each row of lines;
步骤7、将每条线条中的偏差量最优解作为每条线条对应打印模式下的误差偏差量,将各个打印模式下的误差偏差量补偿到喷墨打印机的打印中。Step 7. Taking the optimal solution of the deviation in each line as the error deviation in the printing mode corresponding to each line, and compensating the error deviation in each printing mode to the printing of the inkjet printer.
为实现不同打印模式的校准,所述步骤1中的线条数据至少对应为喷墨打印机处于如下打印模式中的一种或多种时打印而成;In order to realize the calibration of different printing modes, the line data in the step 1 at least corresponds to printing when the inkjet printer is in one or more of the following printing modes;
喷墨打印机打印模式为:同向同速、同向异速、异向同速和异向异速,并且同向同速、同向异速、异向同速和异向异速时还分为同色和异色两种。The printing modes of inkjet printers are: same direction and same speed, same direction and different speed, different direction and different speed, and different direction and different speed For the same color and different colors.
优选地,所述步骤5中同向打印的纵向线条数据所对应的偏差量计算方法为:以同一侧的偏差作为每组线条的偏差量。Preferably, the method for calculating the deviation corresponding to the longitudinal line data printed in the same direction in the step 5 is: taking the deviation on the same side as the deviation of each group of lines.
优选地,所述步骤5中异向打印的纵向线条数据所对应的偏差量计算方法为:以中心线的偏差作为每组线条的偏差量。Preferably, the calculation method of the deviation corresponding to the longitudinal line data printed in the opposite direction in the step 5 is: taking the deviation of the center line as the deviation of each group of lines.
优选地,所述步骤5中横向线条数据所对应的偏差量计算方法为:以中心线的偏差作为每组线条的偏差量。Preferably, the method for calculating the deviation corresponding to the horizontal line data in step 5 is: taking the deviation of the center line as the deviation of each group of lines.
进一步地,所述步骤6中对任一行线条中n组线条的最终偏差量进行最优解求取的具体步骤为:Further, in the step 6, the specific steps for obtaining the optimal solution for the final deviation of n groups of lines in any row of lines are:
步骤6-1、统计当前行线条中n组线条的偏差量众数,得到出现次数最大的偏差量,记为第一最优解;Step 6-1, counting the deviation mode of the n groups of lines in the current row of lines, and obtaining the deviation with the largest number of occurrences, which is recorded as the first optimal solution;
步骤6-2、查找当前行线条中偏差量最小的组,并将偏差量最小的值记为第二最优解;Step 6-2, find the group with the smallest deviation in the current line, and record the value with the smallest deviation as the second optimal solution;
步骤6-3、将第一最优解和第二最优解进行比较,得到当前线条中的偏差量最优解:Step 6-3. Comparing the first optimal solution with the second optimal solution to obtain the optimal solution of the deviation in the current line:
具体比较过程为:The specific comparison process is:
如果第一最优解和第二最优解相同,则将第一最优解或第二最优解为当前线条中的偏差量最优解;If the first optimal solution and the second optimal solution are the same, the first optimal solution or the second optimal solution is the optimal solution for the deviation in the current line;
如果第一最优解所对应的线条组数存在与第二最优解所对应的线条组数相差在1组内的线条时,则取第一最优解为当前线条中的偏差量最优解;If the number of line groups corresponding to the first optimal solution is within 1 group of the number of line groups corresponding to the second optimal solution, then the first optimal solution is taken as the optimal deviation in the current line untie;
如果第一最优解所对应的线条组数存在与第二最优解所对应的线条组数相差在2组内的线条时,则取第一最优解和第二最优解的均值为当前线条中的偏差量最优解;If the number of line groups corresponding to the first optimal solution has lines that differ from the number of line groups corresponding to the second optimal solution within 2 groups, then the average of the first optimal solution and the second optimal solution is taken as The optimal solution for the deviation in the current line;
如果第一最优解所对应的线条组数不存在与第二最优解所对应的线条组数相差在2组内的线条时,则取第二最优解为当前线条中的偏差量最优解。If the number of line groups corresponding to the first optimal solution does not have a line that differs from the number of line groups corresponding to the second optimal solution within 2 groups, then the second optimal solution is taken as the current line with the largest deviation Excellent solution.
为进一步提高偏差校准精度,所述步骤6中还包括对同向异速打印模式下的多行线条所对应的偏差量最优解进行纠正,具体纠正步骤为:判断同向异速打印模式下的多行线条的偏差量最优解是否存在与速度相同的线性关系,如是,则无需纠正;如否,则按照各线条之间速度所呈的线性关系对各个线条的偏差量最优解进行纠正。In order to further improve the accuracy of deviation calibration, the step 6 also includes correcting the optimal solution of the deviation amount corresponding to the multi-row lines in the same direction and different speed printing mode. The specific correction steps are: judging Whether the optimal solution of the deviation of the multi-line lines has the same linear relationship as the speed, if yes, no correction is needed; correct.
为防止其他类似错误线条画像对线条计算的影响以及加快数据计算的运算时间,所述辅助定位数据还包括沿打印页纵向设置并依次间隔布置的m个第一定位块、每个第一定位块对应处于线条的一行,用于对每行线条进行定位。In order to prevent the impact of other similar wrong line portraits on line calculation and to speed up the calculation time of data calculation, the auxiliary positioning data also includes m first positioning blocks arranged vertically along the printed page and arranged at intervals in sequence, each first positioning block Corresponding to a line in the line, used to position each line.
与现有技术相比,本发明的优点在于:利用喷墨打印机打印出校准用的打印页,并通过对打印页进行扫描,并对各组线条偏差量的计算,将各速度以及方向公差传入打印机控制端,实现打印机喷头方向以及速度上的校准,使得打印机在不同方向以及速度上的打印实现控制上的一致性,实现画像打印质量的提升,达到喷头校准的目的。Compared with the prior art, the present invention has the advantages of: using the inkjet printer to print out the printed page for calibration, and by scanning the printed page, and calculating the deviation of each group of lines, the tolerances of each speed and direction are transmitted It can be connected to the printer control terminal to realize the calibration of the direction and speed of the printer nozzle, so that the printing of the printer in different directions and speeds can achieve control consistency, improve the quality of image printing, and achieve the purpose of nozzle calibration.
附图说明Description of drawings
图1为本发明实施例中校准用的打印页的示意图;1 is a schematic diagram of a printed page for calibration in an embodiment of the present invention;
图2为本发明实施例中同向打印的一组线条示意图;Fig. 2 is a schematic diagram of a group of lines printed in the same direction in the embodiment of the present invention;
图3为本发明实施例中异向打印的一组线条示意图;Fig. 3 is a schematic diagram of a group of lines printed in the opposite direction in the embodiment of the present invention;
图4为本发明实施例中横向打印的一组线条示意图。Fig. 4 is a schematic diagram of a group of lines printed horizontally in the embodiment of the present invention.
具体实施方式Detailed ways
以下结合附图实施例对本发明作进一步详细描述。The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments.
本实施例中的喷墨打印机的喷头打印偏差校准方法包括如下步骤:The nozzle printing offset calibration method of the inkjet printer in this embodiment includes the following steps:
步骤1、使用喷墨打印机打印出校准用的打印页;Step 1. Use an inkjet printer to print out the printed page for calibration;
如图1所示,上述校准用的打印页打印出的数据包括:As shown in Figure 1, the data printed on the printed page for the above calibration includes:
线条数据,包括m行n列间隔设置的线条;m和n均为正整数,记行方向为横向,列方向为纵向;Line data, including lines set at intervals of m rows and n columns; both m and n are positive integers, and the row direction is horizontal, and the column direction is vertical;
辅助定位数据,包括沿打印页纵向设置并依次间隔布置的m个第一定位块、沿打印页横向设置的辅助定位线条以及沿打印页纵向设置的第二定位块,每个第一定位块对应处于线条的一行;其中至少有一行线条为横向设置的线条,至少一行线条为纵向设置的线条;如图1所示,第二定位块为两个,分别间隔设于打印页的顶端,该第二定位块还起到对图像进行纸张方向判断的作用;Auxiliary positioning data, including m first positioning blocks arranged at intervals along the vertical direction of the printed page, auxiliary positioning lines set along the horizontal direction of the printed page, and second positioning blocks set along the vertical direction of the printed page, each first positioning block corresponds to Be in a line of lines; wherein at least one line is a horizontal line, and at least one line is a vertical line; as shown in Figure 1, there are two second positioning blocks, which are respectively arranged at the top of the printed page at intervals. The second positioning block also plays a role in judging the paper direction of the image;
本实施例中步骤1中的线条数据至少对应为喷墨打印机处于如下打印模式中的一种或多种时打印而成;The line data in step 1 in this embodiment at least corresponds to printing when the inkjet printer is in one or more of the following printing modes;
喷墨打印机打印模式为:同向同速、同向异速、异向同速和异向异速,并且同向同速、同向异速、异向同速和异向异速时还分为同色和异色两种;The printing modes of inkjet printers are: same direction and same speed, same direction and different speed, different direction and different speed, and different direction and different speed There are two kinds of same color and different color;
步骤2、扫描步骤1中校准用的打印页,并对扫描后的图像进行预处理,得到打印页图像;Step 2, scanning the printed page used for calibration in step 1, and preprocessing the scanned image to obtain the printed page image;
步骤3、在打印页图像的辅助定位线条上任意选取多个点,并计算辅助定位线条上各点的纵坐标众数坐标差相对横坐标的偏差量,得到图像水平方向的夹角;Step 3, arbitrarily select a plurality of points on the auxiliary positioning line of the printed page image, and calculate the deviation of the ordinate mode coordinate difference of each point on the auxiliary positioning line relative to the abscissa coordinate, and obtain the included angle in the horizontal direction of the image;
本实施例中图像水平方向的夹角采用线性的方式求取得到;In this embodiment, the included angle in the horizontal direction of the image is obtained in a linear manner;
步骤4、根据打印页图像上第二定位块的边缘点坐标,计算得到图像纵向方向上的偏移角;Step 4, according to the edge point coordinates of the second positioning block on the printed page image, calculate the offset angle in the longitudinal direction of the image;
本实施例中偏移角的计算方式可采用第二定位块的边缘点坐标所生成的回归线方程进行获取得到;The calculation method of the offset angle in this embodiment can be obtained by using the regression line equation generated by the edge point coordinates of the second positioning block;
步骤5、分别计算得到每行线条中n组线条的偏差量,并将图像纵向方向上的偏移角映射到纵向设置的线条所对应的偏差量中,得到纵向设置的线条的最终偏差量;另外将图像水平方向的夹角映射到横向设置的线条所对应的偏差量中,得到横向设置的线条的最终偏差量;Step 5, respectively calculating the deviation of n groups of lines in each row of lines, and mapping the deviation angle in the longitudinal direction of the image to the deviation corresponding to the vertically set lines to obtain the final deviation of the vertically set lines; In addition, the included angle in the horizontal direction of the image is mapped to the deviation corresponding to the horizontally set lines to obtain the final deviation of the horizontally set lines;
本实施例中由于打印方向会影响墨滴的飞溅情况,而墨滴飞溅的情况无法受人为控制,受到打印速度的影响,随机产生。因此,每组线条数据往往存在某一侧数据良好、另一侧数据较差的情况。其中以图2中所示,为采用同向打印的一组线条(该组线条对应为图1中为每行中13组线条中的一个),该线条的上下未对齐,针对此类场景,步骤5中同向打印的纵向线条数据所对应的偏差量计算方法为:以同一侧的偏差作为每组线条的偏差量;如图3所示,对于异向打印的纵向线条数据所对应的偏差量计算方法为:以中心线的偏差作为每组线条的偏差量;如图4所示,由于横向打印时,墨滴飞溅较少,因此横向线条数据所对应的偏差量计算方法为:以中心线的偏差作为每组线条的偏差量;In this embodiment, since the printing direction will affect the splashing of the ink droplet, the splashing of the ink droplet cannot be controlled by humans, and is affected by the printing speed, and it is randomly generated. Therefore, each set of line data often has good data on one side and poor data on the other side. As shown in Figure 2, it is a group of lines printed in the same direction (this group of lines corresponds to one of the 13 groups of lines in each line in Figure 1), and the upper and lower sides of the lines are not aligned. For such scenarios, In step 5, the calculation method for the deviation corresponding to the vertical line data printed in the same direction is as follows: take the deviation on the same side as the deviation of each group of lines; as shown in Figure 3, for the deviation corresponding to the vertical line data printed in different directions The calculation method of the amount is: take the deviation of the center line as the deviation of each group of lines; The deviation of the line is taken as the deviation of each group of lines;
对于每行线条,由于打印方式相同,采用相同的偏差量计算方式计算出每行线条中n组线条的偏差量后,将图像纵向方向上的偏移角映射到纵向设置的线条所对应的偏差量中,从而减小计算所得偏差量在水平方向的误差;并且将图像水平方向的夹角映射到横向设置的线条所对应的偏差量中,从而减小计算所得偏差量在纵向方向的误差;For each row of lines, since the printing method is the same, use the same deviation calculation method to calculate the deviation of n groups of lines in each line, and then map the offset angle in the longitudinal direction of the image to the deviation corresponding to the vertically set lines In the amount, thereby reducing the error of the calculated deviation in the horizontal direction; and mapping the angle in the horizontal direction of the image to the deviation corresponding to the line set horizontally, thereby reducing the error of the calculated deviation in the vertical direction;
理论上每行线条中每组线条的偏差量最优解应该是相同的,但由于外部因素等影响(线条画像缺失,墨滴飞溅严重情况等),会导致最优解往往存在波动,故需要对偏差量进行最优解求取;In theory, the optimal solution for the deviation of each group of lines in each line should be the same, but due to external factors (missing line portraits, severe ink splashes, etc.), the optimal solution often fluctuates, so it is necessary to Find the optimal solution for the deviation;
步骤6、对每行线条中n组线条的最终偏差量进行最优解求取,得到每行线条中的偏差量最优解;即消除当前打印模式下,不同印刷之间的误差;Step 6. Find the optimal solution for the final deviation of the n groups of lines in each line, and obtain the optimal solution of the deviation in each line; that is, eliminate the error between different printings in the current printing mode;
具体为:Specifically:
对任一行线条中n组线条的最终偏差量进行最优解求取的具体步骤为:The specific steps for obtaining the optimal solution for the final deviation of n groups of lines in any line of lines are:
步骤6-1、统计当前行线条中n组线条的偏差量众数,得到出现次数最大的偏差量,记为第一最优解;Step 6-1, counting the deviation mode of the n groups of lines in the current row of lines, and obtaining the deviation with the largest number of occurrences, which is recorded as the first optimal solution;
步骤6-2、查找当前行线条中偏差量最小的组,并将偏差量最小的值记为第二最优解;Step 6-2, find the group with the smallest deviation in the current line, and record the value with the smallest deviation as the second optimal solution;
步骤6-3、将第一最优解和第二最优解进行比较,得到当前线条中的偏差量最优解:Step 6-3. Comparing the first optimal solution with the second optimal solution to obtain the optimal solution of the deviation in the current line:
具体比较过程为:The specific comparison process is:
如果第一最优解和第二最优解相同,则将第一最优解或第二最优解为当前线条中的偏差量最优解;If the first optimal solution and the second optimal solution are the same, the first optimal solution or the second optimal solution is the optimal solution for the deviation in the current line;
如果第一最优解所对应的线条组数存在与第二最优解所对应的线条组数相差在1组内的线条时,则取第一最优解为当前线条中的偏差量最优解;If the number of line groups corresponding to the first optimal solution is within 1 group of the number of line groups corresponding to the second optimal solution, then the first optimal solution is taken as the optimal deviation in the current line untie;
如果第一最优解所对应的线条组数存在与第二最优解所对应的线条组数相差在2组内的线条时,则取第一最优解和第二最优解的均值为当前线条中的偏差量最优解;If the number of line groups corresponding to the first optimal solution has lines that differ from the number of line groups corresponding to the second optimal solution within 2 groups, then the average of the first optimal solution and the second optimal solution is taken as The optimal solution for the deviation in the current line;
如果第一最优解所对应的线条组数不存在与第二最优解所对应的线条组数相差在2组内的线条时,则取第二最优解为当前线条中的偏差量最优解;If the number of line groups corresponding to the first optimal solution does not have a line that differs from the number of line groups corresponding to the second optimal solution within 2 groups, then the second optimal solution is taken as the current line with the largest deviation Excellent solution;
该步骤中还包括对同向异速打印模式下的多行线条所对应的偏差量最优解进行纠正,具体纠正步骤为:判断同向异速打印模式下的多行线条的偏差量最优解是否存在与速度相同的线性关系,如是,则无需纠正;如否,则按照各线条之间速度所呈的线性关系对各个线条的偏差量最优解进行纠正;This step also includes correcting the optimal solution of the deviation amount corresponding to the multi-row lines in the same-direction and different-speed printing mode. Whether the solution has the same linear relationship as the speed, if yes, no correction is required; if not, the optimal solution of the deviation of each line is corrected according to the linear relationship between the speeds of each line;
步骤7、将每条线条中的偏差量最优解作为每条线条对应打印模式下的误差偏差量,将各个打印模式下的误差偏差量补偿到喷墨打印机的打印中。Step 7. Taking the optimal solution of the deviation in each line as the error deviation in the printing mode corresponding to each line, and compensating the error deviation in each printing mode to the printing of the inkjet printer.
在喷墨打印机用相对应模式打印时,将各组偏差量补偿到打印中,实现画像打印质量的提升,达到喷头校准的目的。When the inkjet printer prints in the corresponding mode, the deviation of each group is compensated in the printing, so as to improve the image printing quality and achieve the purpose of nozzle calibration.
对于特殊情况下,存在非最优解设定:即目标最优解并非偏移量为0,因此,利用外部文件输入的设计形式,输入指定最优解偏移量,满足在生产过程中非最优解查找时的需求,可以实时修改最优解查找的指定偏移量(默认偏移量为0)。For special cases, there is a non-optimal solution setting: that is, the target optimal solution does not have an offset of 0. Therefore, use the design form input from an external file to input the specified optimal solution offset to meet the non-optimal solution in the production process. When searching for the optimal solution, the specified offset of the optimal solution search can be modified in real time (the default offset is 0).
相对于手动输入校准,本发明中的校准极大减少了用户操作,降低操作的复杂性,且可以按要求增加各类校准数据以及校准需求;对于市面上其他校准方式,该方法由于加入了最优解的多重计算以及各组间的线性计算方式,使得该方法相对其他方法对于喷头打印质量的要求更低,保证精度的同时降低对打印机打印中硬件的需求。并且可以在画像一定程度缺失的场景中也可以完成校准操作。Compared with manual input calibration, the calibration in the present invention greatly reduces user operations, reduces the complexity of operations, and can increase various calibration data and calibration requirements as required; for other calibration methods on the market, this method is due to adding the most The multiple calculations of the optimal solution and the linear calculation method between each group make this method have lower requirements on the printing quality of the nozzle than other methods, and reduce the hardware requirements for printer printing while ensuring accuracy. And the calibration operation can also be completed in the scene where the portrait is missing to a certain extent.
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