Estimating color-concept associations from image statistics

R Rathore, Z Leggon, L Lessard… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
To interpret the meanings of colors in visualizations of categorical information, people must
determine how distinct colors correspond to different concepts. This process is easier when …

A linguistic approach to categorical color assignment for data visualization

V Setlur, MC Stone - IEEE transactions on visualization and …, 2015 - ieeexplore.ieee.org
When data categories have strong color associations, it is useful to use these semantically
meaningful concept-color associations in data visualizations. In this paper, we explore how …

Colorgorical: Creating discriminable and preferable color palettes for information visualization

CC Gramazio, DH Laidlaw… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
We present an evaluation of Colorgorical, a web-based tool for creating discriminable and
aesthetically preferable categorical color palettes. Colorgorical uses iterative semi-random …

Mapping color to meaning in colormap data visualizations

KB Schloss, CC Gramazio, AT Silverman… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
To interpret data visualizations, people must determine how visual features map onto
concepts. For example, to interpret colormaps, people must determine how dimensions of …

Selecting semantically‐resonant colors for data visualization

S Lin, J Fortuna, C Kulkarni, M Stone… - Computer Graphics …, 2013 - Wiley Online Library
We introduce an algorithm for automatic selection of semantically‐resonant colors to
represent data (eg, using blue for data about “oceans”, or pink for “love”). Given a set of …

Self-Supervised Color-Concept Association via Image Colorization

R Hu, Z Ye, B Chen, O van Kaick… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The interpretation of colors in visualizations is facilitated when the assignments between
colors and concepts in the visualizations match human's expectations, implying that the …

Modeling color difference for visualization design

DA Szafir - IEEE transactions on visualization and computer …, 2017 - ieeexplore.ieee.org
Color is frequently used to encode values in visualizations. For color encodings to be
effective, the mapping between colors and values must preserve important differences in the …

Categorical colormap optimization with visualization case studies

H Fang, S Walton, E Delahaye, J Harris… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Mapping a set of categorical values to different colors is an elementary technique in data
visualization. Users of visualization software routinely rely on the default colormaps provided …

Extracting and retargeting color mappings from bitmap images of visualizations

J Poco, A Mayhua, J Heer - IEEE transactions on visualization …, 2017 - ieeexplore.ieee.org
Visualization designers regularly use color to encode quantitative or categorical data.
However, visualizations “in the wild” often violate perceptual color design principles and …

Color naming models for color selection, image editing and palette design

J Heer, M Stone - Proceedings of the SIGCHI Conference on Human …, 2012 - dl.acm.org
Our ability to reliably name colors provides a link between visual perception and symbolic
cognition. In this paper, we investigate how a statistical model of color naming can enable …