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Affective colormap design for accurate visual comprehension in industrial tomography

  • Yuchong Zhang*
  • , Morten Fjeld
  • , Marco Fratarcangeli
  • , Alan Said
  • , Shengdong Zhao
  • *Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

17 Downloads (CityUHK Scholars)

Abstract

The design of colormaps can help tomography operators obtain accurate visual compre-hension, thereby assisting safety-critical decisions. The research presented here is about deploying colormaps that promote the best affective responses for industrial microwave tomography (MWT). To answer the two research questions related to our study, we firstly conducted a quantitative analysis of 11 frequently-used colormaps on a segmentation task. Secondly, we presented the same colormaps within a crowdsourced study comprising two parts to verify the quantitative outcomes. The first part encoded affective responses from participants into a prevailing four-quadrant valence–arousal grid; the second part recorded participant ratings towards the accuracy of each colormap on MWT segmentation. We concluded that three colormaps are the best suited in the context of MWT tasks. We also found that the colormaps triggering emotions in the positive–exciting quadrant can facilitate more accurate visual comprehension than other affect-related quadrants. A synthetic colormap design guideline was consequently proposed. © 2021 by the authors. Licensee MDPI, Basel, Switzerland.
Original languageEnglish
Article number4766
JournalSensors
Volume21
Issue number14
Online published12 Jul 2021
DOIs
Publication statusPublished - Jul 2021
Externally publishedYes

Research Keywords

  • Affective colormap design
  • Crowdsourced study
  • Human perception
  • Microwave tomography
  • Visualization

Publisher's Copyright Statement

  • This full text is made available under CC-BY 4.0. https://creativecommons.org/licenses/by/4.0/

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