Eyetifact: Development of a Platform for Eyewear Data Conversion and Its Application to Activity Recognition in the Wild

Eyetifact：眼镜数据转换平台的开发及其在野外活动识别中的应用

• 批准号: 17K12728
• 负责人: Ishimaru Shoya
• 金额: $ 2.66万
• 依托单位: Osaka Prefecture University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Young Scientists (B)
• 财政年份: 2017
• 资助国家: 日本
• 起止时间: 2017-04-01 至 2020-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-17K12728/
• 关键词: 心的状態認識; 読書行動認識; アイトラッキング; 赤外線サーモグラフィ; 皮膚電気活動; 眼電位; リカレントニューラルネットワーク; 人工知能; 認知的行動認識; in-the-wild study; 読書行動; 行動認識; 視線; 瞳孔径; 鼻部皮膚温度; 認知科学

项目成果

Towards Reading Trackers in the Wild: Detecting Reading Activities by EOG Glasses and Deep Neural Networks

• DOI: 10.1145/3123024.3129271
• 发表时间: 2017-01-01
• 期刊: PROCEEDINGS OF THE 2017 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2017 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS (UBICOMP/ISWC '17 ADJUNCT)
• 作者: Ishimaru, Shoya;Kise, Koichi;Kunze, Kai
• 通讯作者: Kunze, Kai

Interest Detection While Reading Newspaper Articles by Utilizing a Physiological Sensing Wristband

利用生理感应腕带进行阅读报纸文章的兴趣检测

• 发表时间: 2018
• 作者: Soumy Jacob;Shoya Ishimaru and Andreas Dengel
• 通讯作者: Shoya Ishimaru and Andreas Dengel

Cognitive State Measurement on Learning Materials by Utilizing Eye Tracker and Thermal Camera

利用眼动仪和热像仪测量学习材料的认知状态

• 发表时间: 2017
• 作者: Shoya Ishimaru;Soumy Jacob;Apurba Roy;Syed Saqib Bukhari;Carina Heisel;Nicolas Grossmann;Michael Thees;Jochen Kuhn and Andreas Dengel
• 通讯作者: Jochen Kuhn and Andreas Dengel

Combining Software-Based Eye Tracking and a Wide-Angle Lens for Sneaking Detection

结合基于软件的眼动追踪和广角镜头进行潜行检测

• 发表时间: 2018
• 作者: Dayananda Herurkar;Shoya Ishimaru and Andreas Dengel
• 通讯作者: Shoya Ishimaru and Andreas Dengel

Electrooculography Dataset for Reading Detection in the Wild

用于野外阅读检测的眼电图数据集

• 发表时间: 2019
• 作者: Shoya Ishimaru;Takanori Maruichi;Manuel Landsmann;Koichi Kise and Andreas Dengel
• 通讯作者: Koichi Kise and Andreas Dengel