Masked-Piper: Masking personal identities in visual recordings while preserving multimodal information

SoftwareX - Tập 20 - Trang 101236 - 2022
Babajide Owoyele1, James Trujillo2,3, Gerard de Melo1, Wim Pouw2
1Hasso Plattner Institute, University of Potsdam, Germany
2Donders Center for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, Netherlands
3Max Planck Institute for Psycholinguistics, Nijmegen, Netherlands

Tài liệu tham khảo

Narayanan, 2016, 24 Buchanan, 2021, Getting started creating data dictionaries: How to create a shareable data set, Adv Methods Pract Psychol Sci, 4 Gilmore, 2018, Practical solutions for sharing data and materials from psychological research, Adv Methods Pract Psychol Sci, 1, 121, 10.1177/2515245917746500 Abay, 2019, Privacy preserving synthetic data release using deep learning, 510 Joel, 2018, Open sharing of data on close relationships and other sensitive social psychological topics: challenges, tools, and future directions, Adv Methods Pract Psychol Sci, 1, 86, 10.1177/2515245917744281 Gawne, 2019, Data transparency and citation in the journal gesture, Gesture, 18, 83, 10.1075/gest.00034.gaw Meyer, 2018, Practical tips for ethical data sharing, Adv Methods Pract Psychol Sci, 1, 131, 10.1177/2515245917747656 Wilkinson, 2016, Comment: The FAIR guiding principles for scientific data management and stewardship, Sci Data, 3, 10.1038/sdata.2016.18 Savage, 2009, Empirical study of data sharing by authors publishing in plos journals, PLOS ONE, 4, 10.1371/journal.pone.0007078 Pouw, 2020, The quantification of gesture–speech synchrony: A tutorial and validation of multimodal data acquisition using device-based and video-based motion tracking, Behav Res Methods, 52, 723, 10.3758/s13428-019-01271-9 Pouw, 2021, A systematic investigation of gesture kinematics in evolving manual languages in the lab, Cogn Sci, 45, 10.1111/cogs.13014 Rasenberg, 2020, Alignment in multimodal interaction: An integrative framework, Cogn Sci, 44, 10.1111/cogs.12911 Lugaresi, 2019 Rong, 2020 Cao, 2017, Realtime multi-person 2D pose estimation using part affinity fields, 1302 Runeson, 1983, Kinematic specification of dynamics as an informational basis for person-and-action perception: expectation, gender recognition, and deceptive intention, Journal of experimental psychology: general, 112, 585, 10.1037/0096-3445.112.4.585 Kosourikhina, 2022, Validation of deep learning-based markerless 3D pose estimation, Plos one, 17, 10, 10.1371/journal.pone.0276258 Hukkelås, 2019