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    • 72. 发明授权
    • Method for dynamic optimization of refinement patches for color printer characterization
    • 用于彩色打印机表征的细化贴片的动态优化方法
    • US08576418B2
    • 2013-11-05
    • US12965959
    • 2010-12-13
    • Raja BalaYonghui Zhao
    • Raja BalaYonghui Zhao
    • G06F15/00H04N1/00H04N1/36
    • H04N1/6033
    • A method generates a set of color patches that can be used to characterize a color printer. An accurate reference printer model is selected. A base set of calibration patches is printed and measured. The measurements are used to generate a model that can be used to predict the color produced by the reference printer for any combination of its colorants. The base set of patches is supplemented by a set of patches chosen to reduce the maximum color error produced by using the model compared to the predictions of a reference printer model. The supplemented set of patches is used to generate a more accurate model of the printer. The supplemented set of patches is used to recalibrate other instances of the printer.
    • 一种方法生成一组可用于表征彩色打印机的色块。 选择精确的参考打印机型号。 打印和测量基准的校准贴片。 测量用于生成可用于预测参考打印机为其着色剂的任何组合产生的颜色的模型。 补充的基础组补充了一组选择,以减少与参考打印机模型的预测相比使用模型产生的最大颜色误差。 补充的一组补丁用于生成更准确的打印机型号。 补充的补丁集用于重新校准打印机的其他实例。
    • 73. 发明申请
    • METHODS AND SYSTEM FOR ANALYZING AND RATING IMAGES FOR PERSONALIZATION
    • 用于分析和评估个性化图像的方法和系统
    • US20130182946A1
    • 2013-07-18
    • US13349751
    • 2012-01-13
    • Raja BalaZhigang FanHengzhou DingJan P. AllebachCharles A. BoumanReuven J. Sherwin
    • Raja BalaZhigang FanHengzhou DingJan P. AllebachCharles A. BoumanReuven J. Sherwin
    • G06K9/46G06K9/62
    • G06K9/00671G06K9/3258
    • As set forth herein, a computer-implemented method facilitates pre-analyzing an image and automatically suggesting to the user the most suitable regions within an image for text-based personalization. Image regions that are spatially smooth and regions with existing text (e.g. signage, banners, etc.) are primary candidates for personalization. This gives rise to two sets of corresponding algorithms: one for identifying smooth areas, and one for locating text regions. Smooth regions are found by dividing the image into blocks and applying an iterative combining strategy, and those regions satisfying certain spatial properties (e.g. size, position, shape of the boundary) are retained as promising candidates. In one embodiment, connected component analysis is performed on the image for locating text regions. Finally, based on the smooth and text regions found in the image, several alternative approaches are described herein to derive an overall metric for “suitability for personalization.”
    • 如本文所述,计算机实现的方法有助于预分析图像并且自动地向用户建议图像内的最合适的区域用于基于文本的个性化。 具有空间平滑的图像区域和具有现有文本的区域(例如标牌,横幅等)是用于个性化的主要候选者。 这产生了两组相应的算法:一种用于识别平滑区域,一种用于定位文本区域。 通过将图像划分成块并应用迭代组合策略来找到平滑区域,并且满足某些空间属性(例如,边界的大小,位置,形状)的那些区域被保留为有希望的候选者。 在一个实施例中,对用于定位文本区域的图像执行连接分量分析。 最后,基于图像中发现的平滑和文本区域,本文描述了几种替代方法,以得出“适合个性化”的总体度量。
    • 76. 发明授权
    • GAMUT aim and GAMUT mapping method for spatially varying color lookup tables
    • 用于空间变化颜色查找表的GAMUT目标和GAMUT映射方法
    • US08077352B2
    • 2011-12-13
    • US12359649
    • 2009-01-26
    • Edgar BernalRobert P LoceRaja Bala
    • Edgar BernalRobert P LoceRaja Bala
    • G06F15/00
    • H04N1/60H04N1/409
    • An image processing apparatus, program product, and method determine an achievable gamut achievable by the imaging engine or engines for all spatial locations of an output image, or all utilized print engines. A reference gamut is calculated which is any gamut containing the achievable gamut. A gamut mapping is used to map gamuts from the mean gamut to the achievable gamut, and a set of transformations is calculated for each of a set of input colors to a set of target colors selected from colors in the achievable gamut. Values for a received digital image are transformed for each image pixel or clusters of pixels based on the calculated set of transformations. Output images are generated based on the transformed values.
    • 图像处理装置,程序产品和方法确定由输出图像或所有使用的打印引擎的所有空间位置的成像引擎或引擎可实现的可实现色域。 计算参考色域,其中包含可实现色域的任何色域。 色域映射用于将色域从均匀色域映射到可实现色域,并且将一组输入颜色中的每一个计算为从可实现色域中的颜色中选择的一组目标颜色的一组变换。 基于所计算的变换集合,针对每个图像像素或像素簇变换接收数字图像的值。 基于变换后的值生成输出图像。
    • 77. 发明申请
    • FINDING A LOCUS OF COLORANT FORMULATIONS THAT PRODUCES A DESIRED COLOR
    • 找到产生所需颜色的颜色配方的位置
    • US20110286015A1
    • 2011-11-24
    • US12782362
    • 2010-05-18
    • Martin S. MaltzRaja BalaYonghui ZhaoMatthew Frederick Hoffmann
    • Martin S. MaltzRaja BalaYonghui ZhaoMatthew Frederick Hoffmann
    • H04N1/60G06K9/00
    • H04N1/6019
    • What is disclosed is a novel system and method for converting a set of L*a*b* values to CMYK color space in which all CMYK formulations that produce each L*a*b* value are found and enumerated. The CMYK formulations are found through a search algorithm starting with the lightest L*a*b* values then visiting neighboring L*a*b* values until the entire L*a*b* color set has been processed. The CMYK space is tessellated into a set of pentahedrons, and for each L*a*b* value, an enclosing pentahedron is found and the CMYK values corresponding to where the locus of this point penetrates each surface is recorded. Adjacent pentahedrons are then visited and this process continues until the gamut boundary is reached. The result is a piecewise linear representation of the CMYK locus containing all values that will give the target L*a*b* value. The present method provides a flexible and powerful approach for solving color management problems.
    • 所公开的是用于将一组L * a * b *值转换为CMYK颜色空间的新型系统和方法,其中发现并列举了产生每个L * a * b *值的所有CMYK公式。 通过搜索算法找到CMYK公式,从最轻的L * a * b *值开始,然后访问相邻的L * a * b *值,直到整个L * a * b *颜色集合被处理。 CMYK空间被镶嵌成一组五面体,并且对于每个L * a * b *值,找到包围的五面体,并且记录与该点的轨迹穿过每个表面的位置相对应的CMYK值。 然后访问相邻的五面体,并且该过程继续,直到达到色域边界。 结果是包含将给出目标L * a * b *值的所有值的CMYK轨迹的分段线性表示。 本方法为解决颜色管理问题提供了灵活而强大的方法。
    • 78. 发明授权
    • Method, system and apparatus for jointly calibrating color digital cameras and monitors
    • 用于联合校准彩色数码相机和显示器的方法,系统和设备
    • US08035688B2
    • 2011-10-11
    • US11880052
    • 2007-07-19
    • David SnydermanGeoffrey John WoolfeRaja Bala
    • David SnydermanGeoffrey John WoolfeRaja Bala
    • H04N17/00
    • H04N9/73G01J3/10G01J3/50G01J3/506G01J3/524G09G2320/0693H04N17/02
    • A computer program product and method for calibrating and characterizing a color display perform calibrating and characterizing steps. A light source is operated in order to emit light from one or more light emitters on the light source. A color capture device, e.g., a digital camera, is calibrated and characterized based on the emitted light. Then, color images are displayed on the color display and captured on the color capture device. The color display is calibrated and characterized based on the captured color images. Computer program instructions are recorded on the computer readable medium, and are executable by a processor, for performing the calibrating and characterizing steps. A method for generating a controlled light source includes displaying light source selections to a user and receiving a user light source selection. Selected light emitters produce a light output matching the user light source selection.
    • 用于校准和表征彩色显示器的计算机程序产品和方法执行校准和表征步骤。 操作光源以便从光源上的一个或多个光发射器发射光。 基于发射的光来校准和表征彩色捕获装置,例如数字照相机。 然后,彩色图像被显示在彩色显示器上并捕获在彩色捕获装置上。 基于捕获的彩色图像校准和表征彩色显示。 计算机程序指令被记录在计算机可读介质上,并且可由处理器执行,用于执行校准和表征步骤。 用于产生受控光源的方法包括向用户显示光源选择并接收用户光源选择。 所选择的发光体产生与用户光源选择相匹配的光输出。
    • 79. 发明申请
    • REAL-TIME IMAGE PERSONALIZATION
    • 实时图像个性化
    • US20100302594A1
    • 2010-12-02
    • US12475748
    • 2009-06-01
    • Edward ChapmanHengzhou DingReiner EschbachRaja Bala
    • Edward ChapmanHengzhou DingReiner EschbachRaja Bala
    • G06K15/00G06K9/32
    • G06T11/60
    • Systems and methods are described that facilitate real-time personalization of an electronic image by overlaying a text string on a planar surface of an object in the electronic image. A linear or affine transform is executed on a selected text string to position the text string in a reference rectangle or text box. A non-linear or projective transform is applied to the rectangular text box to project the box into a user-defined quadrilateral on the planar surface in the image. A page description language (PDL) file is generated and includes the transformed quadrilateral text box overlaid on the electronic image. At print-time, a database (e.g., a spreadsheet or the like) containing multiple text strings is read, once for each text string, and multiple images are printed. Each printed image has one of the text strings overlaid thereon, on the planar surface defined by the quadrilateral.
    • 描述了通过将文本串叠加在电子图像中的对象的平面上来促进电子图像的实时个性化的系统和方法。 对所选文本字符串执行线性或仿射变换,以将文本字符串定位在引用矩形或文本框中。 将非线性或投影变换应用于矩形文本框,以将框投影到图像平面上的用户定义的四边形中。 生成页面描述语言(PDL)文件,并且包括覆盖在电子图像上的经变换的四边形文本框。 在打印时,读取包含多个文本串的数据库(例如,电子表格等),每个文本串一次,并且打印多个图像。 每个打印的图像在由四边形限定的平面上具有覆盖在其上的文本串中的一个。