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    • 31. 发明授权
    • Sequential product code quantization of digital color image
    • 数字彩色图像的顺序产品代码量化
    • US5544284A
    • 1996-08-06
    • US833529
    • 1992-02-11
    • Jan P. AllebachCharles A. BoumanThyagarajan Balasubramanian
    • Jan P. AllebachCharles A. BoumanThyagarajan Balasubramanian
    • G09G5/06G06T1/00G06T5/00H04N1/64G06F15/00
    • H04N1/644
    • A digital color image quantization mechanism employs sequential product code vector quantization, to sequentially extract chrominance and luminance values from the vectors and quantizes chrominance and luminance features based upon a conditional distribution of these features within partitioned regions of chrominance/luminance color space. The mechanism sequentially partitions a histogram of the original digital color image in luminance, chrominance (Y,Cb,Cr) space coordinates into a plurality of sub-regions or color space cells, such that each partitioned color cell is associated with a color of the output palette through which the color composition of a reproduced color image is defined. A splitting criterion determines the sequential order of partitioning of an axis. Because of the increased sensitivity of the human visual system to contouring artifacts in regions of an image to low spatial activity, the splitting criterion along the luminance axis is scaled or weighted in inverse proportion to the average spatial activity of the luminance-chrominance region subject to be split. A map of chrominance and luminance output codes is generated for the respective pixels of the output color image in accordance with the axial splitting or quantization of the chrominance and luminance components of the histogram.
    • 数字彩色图像量化机构采用顺序乘积码矢量量化,从色度和亮度色彩空间分割区域内的这些特征的条件分布,顺序地从矢量中提取色度和亮度值,并量化色度和亮度特征。 该机构将亮度,色度(Y,Cb,Cr)空间坐标中的原始数字彩色图像的直方图依次分割成多个子区域或色彩空间单元,使得每个分割的彩色单元与 输出调色板,通过该调色板定义再现的彩色图像的颜色组成。 分割标准确定轴的分割顺序。 由于人类视觉系统对图像区域中的伪像的敏感性增加到低空间活动,所以沿着亮度轴的分割准则被缩放或加权,与受到受限制的亮度色度区域的平均空间活动成反比 分裂 根据直方图的色度和亮度分量的轴向分割或量化,为输出彩色图像的各个像素生成色度和亮度输出代码的映射。
    • 32. 发明授权
    • Sequential scalar quantization of digital color image using mean squared
error-minimizing quantizer density function
    • 使用均方误差最小化量化器密度函数对数字彩色图像进行顺序量化
    • US5432893A
    • 1995-07-11
    • US58930
    • 1993-05-07
    • Thyagarajan BlasubramanianCharles A. BoumanJan P. AllebachBernd W. Kolpatzik
    • Thyagarajan BlasubramanianCharles A. BoumanJan P. AllebachBernd W. Kolpatzik
    • G09G5/06G06T1/00G06T5/00H04N1/64G06F15/00
    • H04N1/644
    • A digital color image quantization mechanism employs sequential product code vector quantization, to sequentially extract chrominance and luminance values from the vectors and quantizes chrominance and luminance features in accordance with an asymptotically optimal quantizer density function of the color space histogram along respective chrominance and luminance axes into a plurality of luminance-chrominance sub-regions or color space cells, such that each partitioned color cell is associated with a color of the output palette through which the color composition of a reproduced color image is defined. A map of chrominance and luminance output codes is generated for the respective pixels of the output color image in accordance with the axial splitting or quantization of the chrominance and luminance components of the histogram. The resulting map of chrominance and luminance output codes of the output digital color image is then transformed into sets of RGB output color codes for application to respective RGB digital-to-analog converters that drive a color image reproduction device.
    • 数字彩色图像量化机构采用顺序乘积码矢量量化,从矢量中依次提取色度和亮度值,并根据颜色空间直方图沿相应色度和亮度轴的渐近最佳量化器密度函数量化色度和亮度特征, 多个亮度色度子区域或颜色空间单元,使得每个划分的颜色单元与所述输出调色板的颜色相关联,通过该颜色定义再现的彩色图像的颜色组成。 根据直方图的色度和亮度分量的轴向分割或量化,为输出彩色图像的各个像素生成色度和亮度输出代码的映射。 然后将所得到的输出数字彩色图像的色度和亮度输出代码映射变换成RGB输出颜色代码,以应用于驱动彩色图像再现装置的各个RGB数模转换器。