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Comparison of 1-D, 2-D and 3-D Printer Calibration Algorithms with Printer Drift

机译:一维,二维和3-D打印机校准算法与打印机漂移的比较

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摘要

For consistent color reproduction, a digital printer must operate in a stable mode. However, due to uncertainties such as changes in humidity and temperature, color printers drift over time. Calibration is an approach that can be used to bring back the printer to its initial state from a drifted state. Different algorithms are used to calibrate printers. Among them are one-dimensional gray balance, one-dimensional channelwise linearization, two-dimensional calibration, and three-dimensional calibration. In this paper, we benchmark the performance of different calibration algorithms in stabilization of digital color printers subject to printer drift. The figure of merit used for comparison is the improvement in CIELAB ΔE between the output of calibrated machine and the output of the machine in a drifted mode for the same input. We also examine the optimum number of color patches needed to be measured for calibrating the machine with different calibration algorithms. The optimum number of patches is selected using dynamic optimization algorithm. Simulation results are presented using real printer data.
机译:为了获得一致的色彩再现,数字打印机必须在稳定模式下运行。但是,由于湿度和温度变化等不确定因素,彩色打印机会随着时间而漂移。校准是一种可用于使打印机从漂移状态恢复到初始状态的方法。使用不同的算法来校准打印机。其中包括一维灰度平衡,一维通道线性化,二维校准和三维校准。在本文中,我们对受打印机漂移影响的数字彩色打印机的稳定度中不同校准算法的性能进行了基准测试。用于比较的品质因数是校准机器的输出与相同输入的漂移模式下机器的输出之间的CIELABΔE的提高。我们还检查了使用不同的校准算法校准机器所需的最佳色标数量。使用动态优化算法选择最佳补丁数量。使用真实的打印机数据显示仿真结果。

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