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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,...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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 |
_version_ | 1785132184727715840 |
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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. |
format | Online Article Text |
id | pubmed-10630600 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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