TitleAn algorithm for generating color scales for both categorical and ordinal coding
Publication TypeJournal Article
Year of Publication2010
AuthorsBreslow, LA, Trafton, JG, McCurry, MJ, Ratwani, RM
JournalColor Research & Application
Volume35
Pagination18–28
Date Published02/2010
ISSN1520-6378
Keywordscolor categorization, color coding, color order systems, computer graphics, displays, visualizations
Abstract

Previous research has shown multihue scales to be well-suited to code categorical features and shown lightness scales to be well-suited to code ordinal quantities. We introduce an algorithm, Motley, that produces color scales varying in both hue and lightness, intended to be effective for both categorical and ordinal coding, allowing users to determine both absolute and relative quantities efficiently and accurately. The algorithm first determines the lightnesses of scale colors to maximize perceived lightness differences and establish the lightness ordering, generating separate search spaces for each scale position. It then selects hues by heuristic search to maximize the discriminability of the scale. It produces scales that are ordered with respect to lightness but unordered with respect to hue and thus more discriminable than typical multihue lightness scales. In an experimental evaluation on human subjects, Motley's scales enabled accurate judgments of relative quantity, with response times superior to unordered multihue scales and comparable to ordered lightness scales, and enabled accuracy and speed of judgments of absolute quantity superior to lightness scales and comparable to multihue scales. Published 2009 Wiley Periodicals, Inc., Col Res Appl, 2010.

URLhttp://dx.doi.org/10.1002/col.20559
DOI10.1002/col.20559
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NRL Publication Release Number: 
08-1226-2053