Scanner, as a component of multifunction peripheral or standalone device, is widely utilized for document scanning and copying. There are various image quality attributes affecting performance of scanners. This article is focused on quantitative evaluation of color fringe on scanned images. Based on results of interview with participants in human visual experiments, major attributes affecting perceived degrees of color fringe are selected first. Formulas for selected attributes are defined. Proposed evaluation model is constructed as a linear combination of selected attributes by applying linear regression to values of calculated attributes and just noticeable difference scores by human visual experiments. Experimental results indicate that the calculated measures from the proposed model faithfully match with results of human visual experiments.