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 …

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 …

Parametric fuzzy sets for automatic color naming

R Benavente, M Vanrell, R Baldrich - JOSA A, 2008 - opg.optica.org
In this paper we present a parametric model for automatic color naming where each color
category is modeled as a fuzzy set with a parametric membership function. The parameters …

Unconstrained web-based color naming experiment

N Moroney - Color imaging VIII: Processing, hardcopy, and …, 2003 - spiedigitallibrary.org
This paper describes an ongoing web-based approach to collecting color names or color
categories. Previous studies have tended to require a large number of observations from a …

Color nameability predicts inference accuracy in spatial visualizations

K Reda, AA Salvi, J Gray… - Computer Graphics Forum, 2021 - Wiley Online Library
Color encoding is foundational to visualizing quantitative data. Guidelines for colormap
design have traditionally emphasized perceptual principles, such as order and uniformity …

A data set for fuzzy colour naming

R Benavente, M Vanrell… - … for the Study of Color, The …, 2006 - Wiley Online Library
In computer vision, colour naming has been posed as a fuzzy‐set problem where each
colour category is modeled by a function that assigns a membership value to any given …

A probabilistic model of the categorical association between colors

J Chuang, M Stone, P Hanrahan - Color and Imaging …, 2008 - library.imaging.org
In this paper we describe a non-parametric probabilistic model that can be used to encode
relationships in color naming datasets. This model can be used with datasets with any …

Color in information display principles, perception, and models

MC Stone - ACM SIGGRAPH 2004 Course Notes, 2004 - dl.acm.org
Color is a key component of information display that is easy to use badly. As a result,
Edward Tufte's key principle for color design is" do no harm." While inspired color design is …

Color names learning using convolutional neural networks

Y Wang, J Liu, J Wang, Y Li, H Lu - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
In this paper, we propose a two-stage CNN-based framework to learn color names from web
images, aiming to predict color names for tiny image patches. To deal with the noisy labels …

Mediating color filter exploration with color theme semantics derived from social curation data

Z Wu, Z Sun, T Kim, M Reani, C Jay, X Ma - Proceedings of the ACM on …, 2018 - dl.acm.org
Despite the popularity of photo editors used to improve image attractiveness and
expressiveness on social media, many users have trouble making sense of color filter effects …