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A Printer Point Set Gamut Model Based on BP Neural Network

机译:基于BP神经网络的打印机点集色域模型。

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In the color management system, device gamut is an important prerequisite for effective color management. Currently, device gamut is described by convex hull model. In this method, electronic standard color card is output on certain media, the chromatic values of the color blocks of the color card are measured as vertices to build the three-dimensional space of convex hull. In spite of the simplicity of the description method in manipulation, the factors that can't be ignored are as the following, the relatively representative of the color blocks on the color card and the device gamut has something to do with the factors such as device feature, as well as the surrounding light and device parameters. Near the edge of the convex hull, the device limit color points perhaps locate inside and outside the edge of the convex hull, so the convex hull model can't describe the device gamut exactly. In the research, based on mapping relation of digital image pixel value and its corresponding printed color, printer characterization model is established based on BP neural network with exactitude to a perfect certainty. Then, digital image pixel values with kinds of intervals are taken to calculate the color point sets by the printer characterization model, and the device gamut could be described by the color points sets. By visual method, both the convex hull model and the point set model are compared. The experiment shows that the point set models describe the printer gamut more precise than the convex hull model.
机译:在色彩管理系统中,设备色域是有效色彩管理的重要前提。当前,设备色域由凸包模型描述。在这种方法中,将电子标准色卡输出到某些介质上,将色卡的色块的色值作为顶点进行测量,以构建凸包的三维空间。尽管描述方法操作简单,但不能忽略的因素如下,色卡上色块的相对代表性以及设备色域与诸如设备之类的因素有关。功能以及周围的灯光和设备参数。在凸包边缘附近,设备限制色点可能位于凸包边缘的内部和外部,因此凸包模型无法准确描述设备色域。在研究中,基于数字图像像素值与其对应的印刷色的映射关系,建立了基于BP神经网络的印刷机表征模型,精确度达到了确定性。然后,通过打印机特征模型获取具有各种间隔的数字图像像素值以计算色点集,并且可以通过色点集来描述设备色域。通过视觉方法,比较了凸包模型和点集模型。实验表明,点集模型比凸包模型更准确地描述了打印机色域。

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