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    • 6. 发明授权
    • Adaptive tree-base lookup for non-separably divided color tables
    • 不可分割颜色表的自适应树型基础查找
    • US06766051B2
    • 2004-07-20
    • US09731346
    • 2000-12-06
    • R. Victor KlassenThyagarajan Balasubramanian
    • R. Victor KlassenThyagarajan Balasubramanian
    • G06K900
    • G06K9/00H04N1/6016H04N1/6058
    • A method of color transformation is based on non-separable tiling of a color space. Non-separable tiling allows fine granularity where it is desired and coarse granularity where it is tolerable. Non-separable tiling of the color space provides improved transformation quality for a given lookup table size. Color space is recursively tiled and addressed. Transformation information from the tiles is stored in a database. Database searching techniques are used to speed information access. For example, a hashing function and hashing table are employed to store and retrieve transformation information. An image processor operative to perform the method includes a database index generator and a database of transformation information. For example, the database index generator generates a hashing key from pixel information and uses a hashing function to generate a database cell index. The image processor includes an output device. The output device is, for example, a xerographic printer.
    • 颜色变换的方法是基于颜色空间的不可分离的平铺。 不可分割的平铺可以在需要的地方进行精细的粒度,在可容忍的地方允许粗粒度。 颜色空间的不可分离的平铺为给定的查找表大小提供了改进的转换质量。 颜色空间被递归地平铺和解决。 来自瓦片的转换信息被存储在数据库中。 数据库搜索技术用于加速信息访问。 例如,使用散列函数和散列表来存储和检索变换信息。 可操作地执行该方法的图像处理器包括数据库索引生成器和变换信息的数据库。 例如,数据库索引生成器从像素信息生成哈希键,并使用散列函数生成数据库单元索引。 图像处理器包括输出装置。 输出设备例如是静电印刷机。
    • 10. 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。