The investigation of effects of digital proofing systems used in colour management on print quality with neural networks

被引:10
作者
Kose, Erdogan [1 ]
Sahinbaskan, Tuerkuen [2 ]
Guler, Inan [3 ]
机构
[1] Gazi Univ, Tech Educ Fac, Printing Dept, TR-06500 Ankara, Turkey
[2] Marmara Univ, Tech Educ Fac, Printing Dept, TR-34722 Istanbul, Turkey
[3] Gazi Univ, Tech Educ Fac, Dept Elect, TR-06500 Ankara, Turkey
关键词
Colour management; Digital proofing; Offset printing; Calibration; Print quality; Artificial neural network; BLOOD-FLOW SIGNALS; ALGORITHM;
D O I
10.1016/j.eswa.2007.10.025
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of this study is to assist users and to determine how digital proofing systems used in colour management effect print qualities. Also the main theme of this study is to determine the effects of digital proofing systems used in colour management on print quality by artificial neural network (ANN). The R 2 values are obtained 0.99702 and 0.99688 for training data as matte and cuated papers, respectively. Similarly, these values for testing data are 0.994707 and 0.99629, respectively. The ANN approach shows greater accuracy for evaluating colour management. Based on the outputs of the study, ANN model can be used to estimate the effects of digital proofing systems used in colour management on print quality with highly confidence. (C) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:745 / 754
页数:10
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