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Optimizing colormaps with consideration for color vision deficiency to enable accurate interpretation of scientific data

2018

Color vision deficiency (CVD) affects more than 4% of the population and leads to a different visual perception of colors. Though this has been known for decades, colormaps with many colors across the visual spectra are often used to represent data, leading to the potential for misinterpretation or difficulty with interpretation by someone with this deficiency. Until the creation of the module presented here, there were no colormaps mathematically optimized for CVD using modern color appearance models. While there have been some attempts to make aesthetically pleasing or subjectively tolerable colormaps for those with CVD, our goal was to make optimized colormaps for the most accurate perce…

FOS: Computer and information sciences0301 basic medicineBrightnessVisual perceptionVisionComputer scienceComputer Vision and Pattern Recognition (cs.CV)Computer Science - Computer Vision and Pattern Recognitionlcsh:MedicineSocial SciencesColor Vision Defects01 natural sciencesMass SpectrometryAnalytical ChemistrySecondary Ion Mass SpectrometrySpectrum Analysis TechniquesMathematical and Statistical TechniquesPsychologyComputer visionlcsh:ScienceData ProcessingMultidisciplinaryPhysicsClassical MechanicsOther Quantitative Biology (q-bio.OT)Quantitative Biology - Other Quantitative BiologyChemistryPhysical SciencesRegression AnalysisSensory PerceptionInformation TechnologyStatistics (Mathematics)AlgorithmsColor PerceptionResearch ArticleComputer and Information SciencesColor visionColorFluid MechanicsLinear Regression AnalysisColor spaceResearch and Analysis MethodsContinuum Mechanics010309 optics03 medical and health sciencesSine Waves0103 physical sciencesHumansStatistical MethodsFluid FlowVision OcularHueColor Visionbusiness.industrylcsh:RBiology and Life SciencesFluid Dynamics030104 developmental biologyFOS: Biological scienceslcsh:QArtificial intelligencebusinessMathematical FunctionsMathematicsPhotic StimulationSoftwareNeurosciencePLOS ONE
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