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アイテム
ACOGARE: Acoustic-Based Litter Garbage Recognition Utilizing Smartwatch
http://hdl.handle.net/10061/0002000640
http://hdl.handle.net/10061/000200064034b3bc5b-80fd-42bc-b420-a4a7220c302f
| アイテムタイプ | 学術雑誌論文 / Journal Article(1) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 公開日 | 2024-10-22 | |||||||||
| タイトル | ||||||||||
| タイトル | ACOGARE: Acoustic-Based Litter Garbage Recognition Utilizing Smartwatch | |||||||||
| 言語 | ||||||||||
| 言語 | eng | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | machine learning | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | activity recognition | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | object detection | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | acoustic signal processing | |||||||||
| 資源タイプ | ||||||||||
| 資源タイプ | journal article | |||||||||
| アクセス権 | ||||||||||
| アクセス権 | open access | |||||||||
| 著者 |
Tachibana, Koki
× Tachibana, Koki
× Nakamura, Yugo
× 松田, 裕貴× 諏訪, 博彦× 安本, 慶一 |
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| 抄録 | ||||||||||
| 内容記述タイプ | Abstract | |||||||||
| 内容記述 | Litter has become a social problem. To prevent litter, we consider urban planning, the efficient placement of garbage bins, and interventions with litterers. In order to carry out these actions, we need to comprehensively grasp the types and locations of litter in advance. However, with the existing methods, collecting the types and locations of litter is very costly and has low privacy. In this research, we have proposed the conceptual design to estimate the types and locations of litter using only the sensor data from a smartwatch worn by the user. This system can record the types and locations of litter only when a user raps on the litter and picks it up. Also, we have constructed a sound recognition model to estimate the types of litter by using sound sensor data, and we have carried out experiments. We have confirmed that the model built with other people’s data enabled to estimate the F-measure of 80.2% in a noisy environment through the experiment with 12 participants. | |||||||||
| 書誌情報 |
en : Sustainability 巻 15, 号 13, 発行日 2023-06-26 |
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| 出版者 | ||||||||||
| 出版者 | MDPI | |||||||||
| ISSN | ||||||||||
| 収録物識別子タイプ | EISSN | |||||||||
| 収録物識別子 | 2071-1050 | |||||||||
| 出版者版DOI | ||||||||||
| 関連タイプ | isReplacedBy | |||||||||
| 識別子タイプ | DOI | |||||||||
| 関連識別子 | https://doi.org/10.3390/su151310079 | |||||||||
| 出版者版URI | ||||||||||
| 関連タイプ | isReplacedBy | |||||||||
| 識別子タイプ | URI | |||||||||
| 関連識別子 | https://www.mdpi.com/2071-1050/15/13/10079 | |||||||||
| 権利 | ||||||||||
| 権利情報Resource | https://creativecommons.org/licenses/by/4.0/ | |||||||||
| 権利情報 | $00A9 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). | |||||||||
| 著者版フラグ | ||||||||||
| 出版タイプ | NA | |||||||||
