scholarly journals Polychrome: Creating and Assessing Qualitative Palettes With Many Colors

2018 ◽  
Author(s):  
Kevin R. Coombes ◽  
Guy Brock ◽  
Zachary B. Abrams ◽  
Lynne V. Abruzzo

AbstractAlthough R includes numerous tools for creating color palettes to display continuous data, facilities for displaying categorical data primarily use the RColorBrewer package, which is, by default, limited to 12 colors. The colorspace package can produce more colors, but it is not immediately clear how to use it to produce colors that can be reliably distingushed in different kinds of plots. However, applications to genomics would be enhanced by the ability to display at least the 24 human chromosomes in distinct colors, as is common in technologies like spectral karyotyping. In this article, we describe the Polychrome package, which can be used to construct palettes with at least 24 colors that can be distinguished by most people with normal color vision. Polychrome includes a variety of visualization methods allowing users to evaluate the proposed palettes. In addition, we review the history of attempts to construct qualitative color palettes with many colors.

Diabetes ◽  
1997 ◽  
Vol 46 (5) ◽  
pp. 882-886 ◽  
Author(s):  
D. W. Bowden ◽  
M. Sale ◽  
T. D. Howard ◽  
A. Qadri ◽  
B. J. Spray ◽  
...  

Author(s):  
Sheida Anbari ◽  
Hamid Reza Hamidi ◽  
Shokoh Kermanshahani

Color blindness has important effects on people’s daily activities, since most activities require a discernment between colors. It is very important for engineers and designers to understand how colorblind people perceive colors. Therefore, many methods have been proposed to simulate color perception of people affected by Dichromacy and anomalous Trichromacy. However, the simulation results rarely have been evaluated with the reports of concerned individuals. In first study, we tried to simulate the color perception of people with different types (red and green) and different degrees of color blindness. Different degrees of red-green deficiency is simulated on the 24-plates brand of the Ishihara color vision test kit. Then simulated plates were tested on people with normal color vision. The results show that the simulation performance is better in the case of high degrees of red-green deficiency. There is also a clear difference between the assessment of female and male volunteers. In another study, the perception of the color of people with blue-yellow blindness is also considered. The proposed blue-yellow blind simulation is compared with the result of another research project. The results show that the color perception of individuals with different degrees of blue-yellow blindness can be reconstructed with a reasonable accuracy.


2006 ◽  
Vol 23 (3-4) ◽  
pp. ii-ii

The International Colour Vision Society awarded the 2005 Verriest Medal to John D. Mollon, Professor of Visual Neuroscience at the University of Cambridge, UK. This award is bestowed by the Society to honor long-term contributions to the field of color vision. If the field of color vision were itself a rainbow, then Professor Mollon's contributions cover nearly its full spectrum, including the isolation and elucidation of basic chromatic coding mechanisms and the constraints that they impose on human (and more generally primate) visual performance, the genetic basis of spectral coding mechanisms, the ecological influences on and evolutionary origins of chromatic discrimination. He has been instrumental in the design of several new color vision tests and has extensively exploited abnormal models, both congenital and acquired, to further our understanding of normal mechanisms. He is especially appreciated for his keen and profound sense of the history of science, in particular with respect to the field of color vision. He has been a member of the society for over 25 years and is currently serving on its board of directors. He organized the 2001 ICVS meeting in Cambridge, celebrating the bicentennial of Thomas Young's lecture on color vision.


1979 ◽  
Vol 48 (2) ◽  
pp. 479-488 ◽  
Author(s):  
Robert M. Boynton ◽  
Stanley Dolensky

In a search and recognition task utilizing real-world objects, the usefulness of color cues is observed to depend upon the availability of alphanumeric information. Following a 45-sec. inspection of a randomly selected collection of 17 books, spread on a table with their titles exposed, subjects were asked to identify as many of these as possible during a test period beginning 3 min. later in which 17 decoys were also present. Some subjects wore glasses with red filters during the test and inspection periods. The color blindness thereby introduced did not impair their performance in comparison with control subjects who were able to utilize normal color vision. Moreover, the introduction of color during the test period impaired the performance of subjects who had been deprived of color cues during inspection. It was concluded that subjects paid attention mostly to book titles and for that reason did not use other cues, including color, to much advantage. In a second experiment, where titles were obscured, subjects with normal color vision performed much better than those who were made color blind during the inspection or test periods. The results of both experiments are generally consistent with predictions based on experiments which have used abstract stimulus materials.


2000 ◽  
Vol 17 (9) ◽  
pp. 1545 ◽  
Author(s):  
Michael A. Webster ◽  
Eriko Miyahara ◽  
Gokhan Malkoc ◽  
Vincent E. Raker

2015 ◽  
Vol 23 (4) ◽  
pp. 550-563 ◽  
Author(s):  
Daniel L. Oberski ◽  
Jeroen K. Vermunt ◽  
Guy B. D. Moors

Many variables crucial to the social sciences are not directly observed but instead are latent and measured indirectly. When an external variable of interest affects this measurement, estimates of its relationship with the latent variable will then be biased. Such violations of “measurement invariance” may, for example, confound true differences across countries in postmaterialism with measurement differences. To deal with this problem, researchers commonly aim at “partial measurement invariance” that is, to account for those differences that may be present and important. To evaluate this importance directly through sensitivity analysis, the “EPC-interest” was recently introduced for continuous data. However, latent variable models in the social sciences often use categorical data. The current paper therefore extends the EPC-interest to latent variable models for categorical data and demonstrates its use in example analyses of U.S. Senate votes as well as respondent rankings of postmaterialism values in the World Values Study.


1993 ◽  
Vol 33 (1) ◽  
pp. 117-122 ◽  
Author(s):  
Jay Neitz ◽  
Maureen Neitz ◽  
Gerald H. Jacobs

1971 ◽  
Vol 33 (3_suppl) ◽  
pp. 1083-1088 ◽  
Author(s):  
Julie Hopson ◽  
Rosemary Cogan ◽  
Carole Batson

90 students with normal color vision reported color preferences for 10 3-in. X 5-in. Munsell papers with a Munsell value/chroma of 5/6 on white, gray, or black backgrounds with a 5-in. X 7-in. visual field exposed for 2-sec. intervals. Colors of short wave lengths tended to be preferred. Preferences for colors were less extreme when colors were viewed on a black background. Illumination intensity did not reliably affect color preferences. The importance of evaluating the extent of preference differences between colors adjacent in preference orders was discussed. Background brightness and illumination did not clearly resolve differences in preference orders found in earlier studies, and the possible influence of other stimulus variables was discussed.


2015 ◽  
Author(s):  
YeSeul Baek ◽  
Youngshin Kwak ◽  
Sungjoo Woo ◽  
Chongwook Park

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