Evaluating the perceived visual complexity of multidirectional hill-shading

Eye tracking recordings could reveal the visual behavior for different cartographic visualization techniques, such as hill-shading, while at the same time eye tracking metrics (ETMs) can summarize the associated complexity levels in a concise and quantitative manner. In the present study, three diff...

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Main Authors: Nikolaos Tzelepis, Alexandra Kaliakouda, Vassilios Krassanakis, Loukas-Moysis Misthos, Byron Nakos
Format: Article
Language:English
Published: Polish Academy of Sciences 2021-01-01
Series:Geodesy and Cartography
Subjects:
Online Access:https://journals.pan.pl/Content/114492/PDF/art01.pdf
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author Nikolaos Tzelepis
Alexandra Kaliakouda
Vassilios Krassanakis
Loukas-Moysis Misthos
Byron Nakos
author_facet Nikolaos Tzelepis
Alexandra Kaliakouda
Vassilios Krassanakis
Loukas-Moysis Misthos
Byron Nakos
author_sort Nikolaos Tzelepis
collection DOAJ
description Eye tracking recordings could reveal the visual behavior for different cartographic visualization techniques, such as hill-shading, while at the same time eye tracking metrics (ETMs) can summarize the associated complexity levels in a concise and quantitative manner. In the present study, three different hill-shading methods, including: (i) the standard method based on ideal diffuse reflection, (ii) the Multidirectional Oblique- Weighted method – MDOW and (iii) the combination of a MDOW’s variation with standard hill-shading, are evaluated and ranked in terms of their perceived visual complexity. The performed examination is based on both eye tracking techniques and expert judgement procedures. A weighted combination of basic ETMs has been used, implemented by the Landscape Rating Index – LRI. The weights resulted from an experts’ judgement process where the opinions of experts in geoinformatics, cartography, geovisualization, experimental psychology, cognitive science, neuroscience and eye tracking were analyzed. Fifteen (15) individuals participated in an eye tracking experiment with hill-shading images produced by the three methods under evaluation, while 41 experts participated in an online questionnaire in order to collect all the analysis data. The final evaluation was based on the computation of three LRI models. The outcomes indicate that implementing hill-shading with more than one light sources results in similar perceptual behaviors, allowing for a seamless exploitation of the advantages of using multidirectional illumination.
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spelling doaj.art-1d8a89adb4094b28861e48edefb503a52022-12-22T02:33:01ZengPolish Academy of SciencesGeodesy and Cartography2300-25812021-01-01vol. 69No 2161172https://doi.org/10.24425/gac.2020.131085Evaluating the perceived visual complexity of multidirectional hill-shadingNikolaos Tzelepis0https://orcid.org/0000-0002-6031-7662Alexandra Kaliakouda1https://orcid.org/0000-0002-4710-4136Vassilios Krassanakis2https://orcid.org/0000-0002-3030-4203Loukas-Moysis Misthos3https://orcid.org/0000-0002-3244-2546Byron Nakos4https://orcid.org/0000-0002-1658-4747National Technical University of Athens, School of Rural and Surveying Engineering, Athens, GreeceNational Technical University of Athens, School of Rural and Surveying Engineering, Athens, GreeceUniversity of West Attica, Department of Surveying and Geoinformatics Engineering, Athens, GreeceNational Technical University of Athens, School of Rural and Surveying Engineering, Athens, GreeceNational Technical University of Athens, School of Rural and Surveying Engineering, Athens, GreeceEye tracking recordings could reveal the visual behavior for different cartographic visualization techniques, such as hill-shading, while at the same time eye tracking metrics (ETMs) can summarize the associated complexity levels in a concise and quantitative manner. In the present study, three different hill-shading methods, including: (i) the standard method based on ideal diffuse reflection, (ii) the Multidirectional Oblique- Weighted method – MDOW and (iii) the combination of a MDOW’s variation with standard hill-shading, are evaluated and ranked in terms of their perceived visual complexity. The performed examination is based on both eye tracking techniques and expert judgement procedures. A weighted combination of basic ETMs has been used, implemented by the Landscape Rating Index – LRI. The weights resulted from an experts’ judgement process where the opinions of experts in geoinformatics, cartography, geovisualization, experimental psychology, cognitive science, neuroscience and eye tracking were analyzed. Fifteen (15) individuals participated in an eye tracking experiment with hill-shading images produced by the three methods under evaluation, while 41 experts participated in an online questionnaire in order to collect all the analysis data. The final evaluation was based on the computation of three LRI models. The outcomes indicate that implementing hill-shading with more than one light sources results in similar perceptual behaviors, allowing for a seamless exploitation of the advantages of using multidirectional illumination.https://journals.pan.pl/Content/114492/PDF/art01.pdfmultidirectional hill-shadingvisual complexityeye movement analysisexpert judgement process
spellingShingle Nikolaos Tzelepis
Alexandra Kaliakouda
Vassilios Krassanakis
Loukas-Moysis Misthos
Byron Nakos
Evaluating the perceived visual complexity of multidirectional hill-shading
Geodesy and Cartography
multidirectional hill-shading
visual complexity
eye movement analysis
expert judgement process
title Evaluating the perceived visual complexity of multidirectional hill-shading
title_full Evaluating the perceived visual complexity of multidirectional hill-shading
title_fullStr Evaluating the perceived visual complexity of multidirectional hill-shading
title_full_unstemmed Evaluating the perceived visual complexity of multidirectional hill-shading
title_short Evaluating the perceived visual complexity of multidirectional hill-shading
title_sort evaluating the perceived visual complexity of multidirectional hill shading
topic multidirectional hill-shading
visual complexity
eye movement analysis
expert judgement process
url https://journals.pan.pl/Content/114492/PDF/art01.pdf
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AT loukasmoysismisthos evaluatingtheperceivedvisualcomplexityofmultidirectionalhillshading
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