A Plan for a Cooking Activity Recognition Challenge with Micro and Macro Activities

• Item type: SIG Technical Reports(1)
• 公開日: 2019-12-03
• タイトル: A Plan for a Cooking Activity Recognition Challenge with Micro and Macro Activities
• タイトル / 言語: en
• タイトル: A Plan for a Cooking Activity Recognition Challenge with Micro and Macro Activities
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: 学習
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: Kyushu Institute of Technology
• 著者所属: Kyushu Institute of Technology
• 著者所属: Kyushu Institute of Technology
• 著者所属: Kyushu Institute of Technology
• 著者所属: Kyushu Institute of Technology
• 著者所属: Kyushu Institute of Technology／Riken AIP
• 著者所属(英): en
• 著者所属(英): Kyushu Institute of Technology
• 著者所属(英): en
• 著者所属(英): Kyushu Institute of Technology
• 著者所属(英): en
• 著者所属(英): Kyushu Institute of Technology
• 著者所属(英): en
• 著者所属(英): Kyushu Institute of Technology
• 著者所属(英): en
• 著者所属(英): Kyushu Institute of Technology
• 著者所属(英): en
• 著者所属(英): Kyushu Institute of Technology / Riken AIP
• 著者名: Paula, Lago; Sayeda, Shamma Alia; Shingo, Takeda; Kohei, Adachi; Moe, Matsuki; Sozo, Inoue
• 著者名(英): Paula, Lago; Sayeda, Shamma Alia; Shingo, Takeda; Kohei, Adachi; Moe, Matsuki; Sozo, Inoue
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: For seniors, the ability to cook is a strong indicator of cognitive health and the ability to live independently. Cooking, one of the instrumental activities of daily living, involves several steps and a plan to follow such steps. Understanding and recognizing these steps enables a wide range of assisted living applications. For example, if an elderly person keeps missing some steps in cooking, we can find some patterns and suggest them a memory screening or other tests. Also a voice assistant can remind the person of the next step if they forgot. In this challenge, participants will design methods to recognize cooking steps (micro) and cooking activities (macro) from inertial sensors, motion capture sensors and other environmental sensors. The data will be collected during cooking sessions of different foods. It involves several steps performed with a different sequence. In this work, we present the data collection experiment and the lessons learned from previous experiences.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: For seniors, the ability to cook is a strong indicator of cognitive health and the ability to live independently. Cooking, one of the instrumental activities of daily living, involves several steps and a plan to follow such steps. Understanding and recognizing these steps enables a wide range of assisted living applications. For example, if an elderly person keeps missing some steps in cooking, we can find some patterns and suggest them a memory screening or other tests. Also a voice assistant can remind the person of the next step if they forgot. In this challenge, participants will design methods to recognize cooking steps (micro) and cooking activities (macro) from inertial sensors, motion capture sensors and other environmental sensors. The data will be collected during cooking sessions of different foods. It involves several steps performed with a different sequence. In this work, we present the data collection experiment and the lessons learned from previous experiences.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA11838947
• 書誌情報: 研究報告ユビキタスコンピューティングシステム（UBI）; 巻 2019-UBI-64, 号 3, p. 1-6, 発行日 2019-12-03
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2188-8698
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会