Back to articles
Volume: 32 | Article ID: art00034
Inkjet Quality Ruler Experiments and Print Uniformity Predictor
  DOI :  10.2352/ISSN.2470-1173.2020.9.IQSP-373  Published OnlineJanuary 2020

Macro-uniformity is an important factor in the overall quality of prints from inkjet printers. The International Committee for Information Technology Standards (INCITS) defined the macrouniformity for prints, which includes several printing defects such as banding, streaks, mottle, etc. Although we can quantitatively analyze a certain kind of defect, it is difficult to assess the overall perceptual quality when multiple defects appear simultaneously in a print. We used the Macro-uniformity quality rulers designed by INCITS W1.1 as experimental references, to conduct a psychophysical experiment for pooling perceptual assessments of our print samples from subjects. Then, calculated features can describe the severity of defects in a test sample; and we trained a predictive model using these data. The predictor can automatically predict the macro-uniformity score as judged by humans. Our results show that the predictor can work accurately. The predicted scores are similar to the subjective visual scores (ground-truth). Also, we used 6-fold cross-validation to confirm the efficacy of our predictor.

Subject Areas :
Views 28
Downloads 7
 articleview.views 28
 articleview.downloads 7
  Cite this article 

Yi Yang, Utpal Sarkar, Isabel Borrell, Jan P. Allebach, "Inkjet Quality Ruler Experiments and Print Uniformity Predictorin Proc. IS&T Int’l. Symp. on Electronic Imaging: Image Quality and System Performance XVII,  2020,  pp 373-1 - 373-8,

 Copy citation
  Copyright statement 
Copyright © Society for Imaging Science and Technology 2020
Electronic Imaging
Society for Imaging Science and Technology
7003 Kilworth Lane, Springfield, VA 22151 USA