Dataset: Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience.

DatasetThis repository contains the dataset from 'Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience'. The dataset features both raw and processed files from the two experiments described in the paper. File StructureThe root directory contains `raw` and `processed` folders. The `raw` folder features raw experiment files for each participant. Every participant is assigned a unique random ID and has corresponding event, headset, and validation files for the first experiment. Participants from the second experiment feature an additional survey file. The files in the `processed` folder report localized gaze angles useful for passing into eye tracking authentication/ re-identification models. `Example Videos` directory contains example videos. Exact data from the videos is not present in this dataset. The following represents the structure of the dataset (raw.zip and processed.zip) : .├── raw│ ├── E1 // experiment 1│ │ ├── cAaxbaeB // first participant│ │ │ ├── event_data.csv│ │ │ ├── headset_data.csv│ │ │ └── validation_data.csv│ │ ├── dzJnzpbc // second participant│ │ │ ├── event_data.csv│ │ │ ├── headset_data.csv│ │ │ └── validation_data.csv│ │ ├── ...│ │ └── zYCeDYZm // last participant│ │ ├── event_data.csv│ │ ├── headset_data.csv│ │ └── validation_data.csv│ └── E2 // experiment 2│ ├── AILlOGYd // first participant│ │ ├── event_data.csv│ │ ├── headset_data.csv│ │ ├── survey_data.csv│ │ └── validation_data.csv│ ├── AYfIOdjS // second participant│ │ ├── event_data.csv│ │ ├── headset_data.csv│ │ ├── survey_data.csv│ │ └── validation_data.csv│ ├── ...│ └── zDLzkWoS // last participant│ ├── event_data.csv│ ├── headset_data.csv│ ├── survey_data.csv│ └── validation_data.csv├── processed│ ├── E1 // experiment 1│ │ ├── cAaxbaeB.csv // first participant│ │ ├── dzJnzpbc.csv // second participant│ │ ...│ │ └── zYCeDYZm.csv // last participant│ └── E2 // experiment 2│ ├── AILlOGYd.csv // first participant│ ├── AYfIOdjS.csv // second participant│ ├── ...│ └── zDLzkWoS.csv // last participant License This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. See LICENSE.md for more details. CitationWhen using the dataset, cite our work (to be updated upon publication): @article{wilson_privacy_2024, title={Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience}, author={Wilson, Ethan and Ibragimov, Azim and Proulx, Michael and Tetali, Sai Deep and Butler, Kevin and Jain, Eakta}, journal={IEEE Transactions on Visualization and Computer Graphics}, volume={}, number={}, year={2024}, pages={}, doi={}}## 数据集概况 本仓库收录了论文《沉浸式交互虚拟现实中的隐私保护注视点数据流传输：鲁棒性与用户体验》（Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience）对应的数据集，包含该论文所述两项实验的原始数据与处理后数据文件。 ## 文件结构 根目录包含`raw`（原始数据）与`processed`（处理后数据）两个子文件夹。 `raw`文件夹内存储每位受试者的原始实验数据：每位受试者均被分配唯一随机ID，参与第一项实验的受试者对应事件数据（event_data.csv）、头显数据（headset_data.csv）与验证数据（validation_data.csv）三类文件；参与第二项实验的受试者则额外包含一份问卷数据（survey_data.csv）文件。 `processed`文件夹内存储经过空间定位的注视角度数据，可直接用于眼动追踪认证与重识别模型。`Example Videos`目录包含示例视频，但本数据集未收录示例视频的原始数据。 以下为本数据集（raw.zip与processed.zip）的目录结构： .├── raw│ ├── E1 // 实验1│ │ ├── cAaxbaeB // 第一位受试者│ │ │ ├── event_data.csv│ │ │ ├── headset_data.csv│ │ │ └── validation_data.csv│ │ ├── dzJnzpbc // 第二位受试者│ │ │ ├── event_data.csv│ │ │ ├── headset_data.csv│ │ │ └── validation_data.csv│ │ ├── ...│ │ └── zYCeDYZm // 最后一位受试者│ │ ├── event_data.csv│ │ ├── headset_data.csv│ │ └── validation_data.csv│ └── E2 // 实验2│ ├── AILlOGYd // 第一位受试者│ │ ├── event_data.csv│ │ ├── headset_data.csv│ │ ├── survey_data.csv│ │ └── validation_data.csv│ ├── AYfIOdjS // 第二位受试者│ │ ├── event_data.csv│ │ ├── headset_data.csv│ │ ├── survey_data.csv│ │ └── validation_data.csv│ ├── ...│ └── zDLzkWoS // 最后一位受试者│ ├── event_data.csv│ ├── headset_data.csv│ ├── survey_data.csv│ └── validation_data.csv├── processed│ ├── E1 // 实验1│ │ ├── cAaxbaeB.csv // 第一位受试者│ │ ├── dzJnzpbc.csv // 第二位受试者│ │ ...│ │ └── zYCeDYZm.csv // 最后一位受试者│ └── E2 // 实验2│ ├── AILlOGYd.csv // 第一位受试者│ ├── AYfIOdjS.csv // 第二位受试者│ ├── ...│ └── zDLzkWoS.csv // 最后一位受试者 ## 许可协议 本作品采用知识共享署名-非商业性使用-相同方式共享 4.0 国际许可协议（Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License）进行许可。详细许可条款请参阅项目内的LICENSE.md文件。 ## 引用规范 使用本数据集时，请引用下述论文（正式出版后将更新完整引用信息）： bibtex @article{wilson_privacy_2024, title={沉浸式交互虚拟现实中的隐私保护注视点数据流传输：鲁棒性与用户体验（Privacy-Preserving Gaze Data Streaming in Immersive Interactive Virtual Reality: Robustness and User Experience）}, author={Wilson, Ethan and Ibragimov, Azim and Proulx, Michael and Tetali, Sai Deep and Butler, Kevin and Jain, Eakta}, journal={IEEE可视化与计算机图形汇刊}, volume={}, number={}, year={2024}, pages={}, doi={}}