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    • 1. 发明授权
    • Inter-separation decorrelator
    • 分离间去相干器
    • US07486416B2
    • 2009-02-03
    • US11143818
    • 2005-06-02
    • Edul N. DalalWencheng WuRobert P. LoceRaja BalaYeqing ZhangNorman W. Zeck
    • Edul N. DalalWencheng WuRobert P. LoceRaja BalaYeqing ZhangNorman W. Zeck
    • H04N1/60H04N1/04G03F3/08G06K15/00G06K9/00
    • H04N1/6038H04N1/6041
    • Spatially dependent colorant interaction effects are identified and isolated from other aspects of spatially dependent colorant appearance nonuniformities. A decorrelating function for compensating for the identified spatially dependent colorant interaction effects is determined. Spatially dependent single colorant compensating functions for compensating for the other aspects of the spatially dependent colorant appearance nonuniformities may also be determined. Image data is processed through the decorrelating function, thereby generating colorant values that are compensated for spatially dependent colorant interaction effects. Optionally, image data is also processed through the spatially dependent single colorant compensating functions, thereby generating colorant values that are compensated for both aspects of colorant appearance nonuniformities. The two kinds of compensating functions may be determined, calibrated and/or stored at different spatial and temporal frequencies or resolutions. One or both of the compensating functions may be employed to maintain consistency across a plurality of rendering devices (e.g., marking engines).
    • 从空间依赖的着色剂外观不均匀性的其他方面鉴定和分离空间依赖性着色剂相互作用效应。 确定用于补偿所识别的空间依赖着色剂相互作用效应的去相关函数。 还可以确定用于补偿空间依赖着色剂外观不均匀性的其它方面的空间依赖性单色剂补偿功能。 图像数据通过去相关功能进行处理,从而产生对空间依赖的着色剂相互作用效应进行补偿的着色剂值。 可选地,还通过空间依赖的单一着色剂补偿功能来处理图像数据,由此产生着色剂值,其对着色剂外观不均匀性的两个方面进行补偿。 可以在不同的空间和时间频率或分辨率下确定,校准和/或存储两种补偿功能。 可以采用一种或两种补偿功能来保持多个渲染设备(例如,标记引擎)之间的一致性。
    • 2. 发明授权
    • Color compensation of images
    • 图像颜色补偿
    • US08154777B2
    • 2012-04-10
    • US11200227
    • 2005-08-09
    • Yeqing ZhangRobert P. LoceRaja Bala
    • Yeqing ZhangRobert P. LoceRaja Bala
    • G03F3/08G06F15/00
    • H04N1/6016
    • A color correction method includes for each of a plurality of color separations of a digital image, establishing a tone reproduction curve in the form of a vector. The vector is a function of a plurality of basis vectors. The basis vectors account for colorant interactions between a primary colorant with which the color separation is to be rendered and at least one secondary colorant with which at least a second of the plurality of color separations is to be rendered. The vector includes modified input values corresponding to input values for the color separation which vary, depending on the input values of at least the second color separation. For a pixel of interest in the digital image, a modified input value for the color separation which corresponds to the input value of the given color separation is identified from the vector.
    • 颜色校正方法包括数字图像的多个分色中的每一个,建立矢量形式的色调再现曲线。 向量是多个基本向量的函数。 基本向量涉及要与其进行分色的主要着色剂和至少一种次要着色剂之间的着色剂相互作用,至少一个次要着色剂将使多个分色中的至少一个分色进行再现。 矢量包括对应于颜色分离的输入值的修改的输入值,其根据至少第二颜色分离的输入值而变化。 对于数字图像中感兴趣的像素,从向量中识别对应于给定颜色分离的输入值的颜色分离的修改输入值。
    • 3. 发明授权
    • Color correction of images
    • 图像颜色校正
    • US07864364B2
    • 2011-01-04
    • US11199692
    • 2005-08-09
    • Yeqing ZhangRobert P. LoceRaja Bala
    • Yeqing ZhangRobert P. LoceRaja Bala
    • G03F3/08G06F15/00
    • H04N1/6027
    • A color transformation method which accounts for colorant interactions includes establishing a plurality of tone reproduction curves (TRCs), for one or more of the color separations forming a digital image. Each TRC accounts for colorant interactions between a primary colorant with which the first color separation is to be rendered and at least one secondary colorant with which at least a second of the plurality of color separations is to be rendered. The TRCs include input values and their corresponding modified input values. In a given TRC, the input values of the second and optionally other color separations are fixed. For a pixel of the digital image having a given input values for the first and second color separation one or more of the TRCs are selected which bound the fixed input value for the second color separation and a modified input value is determined therefrom.
    • 考虑着色剂相互作用的颜色变换方法包括为形成数字图像的一个或多个分色建立多个色调再现曲线(TRC)。 每个TRC考虑到将要渲染第一颜色分离的主要着色剂与至少一种次要着色剂之间的着色剂相互作用,至少一个次要着色剂将使多个分色中的至少一个分色进行渲染。 TRC包括输入值及其对应的修改输入值。 在给定的TRC中,第二个和任选的其他分色的输入值是固定的。 对于具有用于第一和第二颜色分离的给定输入值的数字图像的像素,选择一个或多个TRC,其限定用于第二颜色分离的固定输入值,并且从其确定修改的输入值。
    • 6. 发明申请
    • GAMUT AIM AND GAMUT MAPPING METHOD FOR SPATIALLY VARYING COLOR LOOKUP TABLES
    • 用于空间变化颜色查找表的游戏目标和游戏绘图方法
    • US20100188672A1
    • 2010-07-29
    • 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。
    • 8. 发明申请
    • Watermarking
    • 水印
    • US20080137149A1
    • 2008-06-12
    • US11634657
    • 2006-12-06
    • Robert P. LoceRaja BalaKaren M. Braun
    • Robert P. LoceRaja BalaKaren M. Braun
    • G06K15/00
    • H04N1/32309H04N1/32299
    • Extended colorant sets are used to hide data or provide a watermark in printed images. Extended set colorants are colorants other than, and in addition to, the standard or common subtractive primary colorants: cyan, magenta, yellow and/or black. Where the extended colorant set supports a plurality of colorant recipes for rendering a given color, watermark data is used to select a colorant recipe from the plurality. As the watermark data to be encoded in the image changes state with image position, alternate colorant recipes or colorant selection functions are selected. The image is rendered based on the alternate colorant recipe selections. Watermark information is encoded in the colorant recipe or colorant selection function selection. Use of the extended colorant sets allows information to be encoded even in portions of an image having colors that do not include a neutral component.
    • 扩展着色剂集合用于隐藏数据或在打印图像中提供水印。 扩展的定色着色剂是除了标准或普通的减色原色色剂之外的除了和附加的着色剂:青色,品红色,黄色和/或黑色。 在延伸着色剂组支持用于渲染给定颜色的多个着色剂配方的情况下,使用水印数据从多个中选择着色剂配方。 当图像中要编码的水印数据用图像位置改变状态时,选择着色剂配方或着色剂选择功能。 基于备选着色剂配方选择渲染图像。 水印信息在着色剂配方或着色剂选择功能选择中进行编码。 使用扩展着色剂组允许即使在具有不包括中性成分的颜色的图像的部分中也可以对信息进行编码。
    • 9. 发明授权
    • Watermarking
    • 水印
    • US07764403B2
    • 2010-07-27
    • US11634657
    • 2006-12-06
    • Robert P. LoceRaja BalaKaren M. Braun
    • Robert P. LoceRaja BalaKaren M. Braun
    • H04N1/40H04N1/60
    • H04N1/32309H04N1/32299
    • Extended colorant sets are used to hide data or provide a watermark in printed images. Extended set colorants are colorants other than, and in addition to, the standard or common subtractive primary colorants: cyan, magenta, yellow and/or black. Where the extended colorant set supports a plurality of colorant recipes for rendering a given color, watermark data is used to select a colorant recipe from the plurality. As the watermark data to be encoded in the image changes state with image position, alternate colorant recipes or colorant selection functions are selected. The image is rendered based on the alternate colorant recipe selections. Watermark information is encoded in the colorant recipe or colorant selection function selection. Use of the extended colorant sets allows information to be encoded even in portions of an image having colors that do not include a neutral component.
    • 扩展着色剂集合用于隐藏数据或在打印图像中提供水印。 扩展的定色着色剂是除了标准或普通的减色原色着色剂之外的除了以外的着色剂:青色,品红色,黄色和/或黑色。 在延伸着色剂组支持用于渲染给定颜色的多个着色剂配方的情况下,使用水印数据从多个中选择着色剂配方。 当图像中要编码的水印数据用图像位置改变状态时,选择着色剂配方或着色剂选择功能。 基于备选着色剂配方选择渲染图像。 水印信息在着色剂配方或着色剂选择功能选择中进行编码。 使用扩展着色剂组允许即使在具有不包括中性成分的颜色的图像的部分中也可以对信息进行编码。
    • 10. 发明授权
    • System and method for digital watermarking in a calibrated printing path
    • US07215817B2
    • 2007-05-08
    • US10644342
    • 2003-08-20
    • Ricardo L. de QueirozRobert P. LoceKaren M. BraunRaja Bala
    • Ricardo L. de QueirozRobert P. LoceKaren M. BraunRaja Bala
    • G06K9/36G06K9/00
    • G06K9/36H04N1/32309H04N1/32352
    • What is disclosed is a decoding method for retrieving information bits encoded in a printed image comprising the steps of first receiving an input electronic image as a scanned version of the printed image. A region of interest in the image is then extracted and, for that region, an amount of K colorant present, denoted KH; is obtained. Further, a color value is generated therefrom and the GCR used for encoding that region is determined using KH and the obtained color value. Encoded information bits are retrieved therefrom based on the determined GCR. The estimated KH is preferably evaluated conditional to a capacity signal KL and a luminance signal L. From the obtained data, values of KH, KL, and L, are derived wherein KH is estimated from a high resolution scan, and KL and L are estimated from a down-scaled image, respectively. The capacity signal KL and the luminance signal L are derived from the obtained color value. Further, the capacity signal, KL is derived by first applying a suitable operator S to reduce the image from scanner resolution to the watermark resolution and then converting the obtained color values to CMY estimates such that KL=min(C,M,Y) Alternatively, K-capacity is derived from the amount, KL, y, comprises first converting the obtained color values to CMY estimates and applying a suitable operator S to reduce the image from scanner resolution to the watermark resolution such that KL=min(S(C),S(M),S(Y)); wherein L is described by a linear combination of scan signals RGB, such that L=k1S(R)+k2S(G)+k3S(B). The value of KH is determined by first converting the obtained color values to CMY estimates. The estimates determine K-colorant amount at each pixel such that: K=min(C,M,Y). A suitable operator S is applied to reduce the image from scanner resolution to the watermark resolution.