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Data2MV - A user behaviour dataset for multi-view scenarios

The Data2MV dataset contains gaze fixation data obtained through experimental procedures from a total of 45 participants using an Intel RealSense F200 camera module and seven different video playlists. Each of the playlists had an approximate duration of 20 minutes and was viewed at least 17 times,...

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Detalles Bibliográficos
Autores principales: da Costa, Tiago Soares, Andrade, Maria Teresa, Viana, Paula, Silva, Nuno Castro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10630600/
https://www.ncbi.nlm.nih.gov/pubmed/38020432
http://dx.doi.org/10.1016/j.dib.2023.109702
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author da Costa, Tiago Soares
Andrade, Maria Teresa
Viana, Paula
Silva, Nuno Castro
author_facet da Costa, Tiago Soares
Andrade, Maria Teresa
Viana, Paula
Silva, Nuno Castro
author_sort da Costa, Tiago Soares
collection PubMed
description The Data2MV dataset contains gaze fixation data obtained through experimental procedures from a total of 45 participants using an Intel RealSense F200 camera module and seven different video playlists. Each of the playlists had an approximate duration of 20 minutes and was viewed at least 17 times, with raw tracking data being recorded with a 0.05 second interval. The Data2MV dataset encompasses a total of 1.000.845 gaze fixations, gathered across a total of 128 experiments. It is also composed of 68.393 image frames, extracted from each of the 6 videos selected for these experiments, and an equal quantity of saliency maps, generated from aggregate fixation data. Software tools to obtain saliency maps and generate complementary plots are also provided as an open-source software package. The Data2MV dataset was publicly released to the research community on Mendeley Data and constitutes an important contribution to reduce the current scarcity of such data, particularly in immersive, multi-view streaming scenarios.
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spelling pubmed-106306002023-10-20 Data2MV - A user behaviour dataset for multi-view scenarios da Costa, Tiago Soares Andrade, Maria Teresa Viana, Paula Silva, Nuno Castro Data Brief Data Article The Data2MV dataset contains gaze fixation data obtained through experimental procedures from a total of 45 participants using an Intel RealSense F200 camera module and seven different video playlists. Each of the playlists had an approximate duration of 20 minutes and was viewed at least 17 times, with raw tracking data being recorded with a 0.05 second interval. The Data2MV dataset encompasses a total of 1.000.845 gaze fixations, gathered across a total of 128 experiments. It is also composed of 68.393 image frames, extracted from each of the 6 videos selected for these experiments, and an equal quantity of saliency maps, generated from aggregate fixation data. Software tools to obtain saliency maps and generate complementary plots are also provided as an open-source software package. The Data2MV dataset was publicly released to the research community on Mendeley Data and constitutes an important contribution to reduce the current scarcity of such data, particularly in immersive, multi-view streaming scenarios. Elsevier 2023-10-20 /pmc/articles/PMC10630600/ /pubmed/38020432 http://dx.doi.org/10.1016/j.dib.2023.109702 Text en © 2023 The Authors. Published by Elsevier Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Data Article
da Costa, Tiago Soares
Andrade, Maria Teresa
Viana, Paula
Silva, Nuno Castro
Data2MV - A user behaviour dataset for multi-view scenarios
title Data2MV - A user behaviour dataset for multi-view scenarios
title_full Data2MV - A user behaviour dataset for multi-view scenarios
title_fullStr Data2MV - A user behaviour dataset for multi-view scenarios
title_full_unstemmed Data2MV - A user behaviour dataset for multi-view scenarios
title_short Data2MV - A user behaviour dataset for multi-view scenarios
title_sort data2mv - a user behaviour dataset for multi-view scenarios
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10630600/
https://www.ncbi.nlm.nih.gov/pubmed/38020432
http://dx.doi.org/10.1016/j.dib.2023.109702
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