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

KÖSE E., Sahinbaskan T., GÜLER İ.

EXPERT SYSTEMS WITH APPLICATIONS, cilt.36, sa.1, ss.745-754, 2009 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 36 Sayı: 1
  • Basım Tarihi: 2009
  • Doi Numarası: 10.1016/j.eswa.2007.10.025
  • Dergi Adı: EXPERT SYSTEMS WITH APPLICATIONS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.745-754
  • Anahtar Kelimeler: Colour management, Digital proofing, Offset printing, Calibration, Print quality, Artificial neural network, BLOOD-FLOW SIGNALS, ALGORITHM
  • Marmara Üniversitesi Adresli: Evet

Özet

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.