書誌事項
- タイトル別名
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- Hand Pose Identification by Emitting Vibration
- ノウドウテキ シンドウ ニュウリョク ニ ヨル テガタジョウ シキベツ
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<p>In this paper, we propose a novel method for identifying hand poses by emitting vibrations actively, toward intuitive user interfaces. The proposed method is an active acoustic sensing method, which can simultaneously identify hand poses and provide haptic feedback. We used the power spectrum of the propagated vibration as a feature to identify when the hand pose changed, and data compression was applied to improve the precision of hand pose identification, using a support vector machine. We evaluated the recognition rates, which depend on the number of estimation targets and the compression ratio. Further, we confirmed the feasibility of our proposed method through evaluation experiments. It was found that the recognition rate of seven hand poses was around 90%, and there is little reduction in the recognition rate when haptic feedback is provided.</p>
収録刊行物
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- 計測自動制御学会論文集
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計測自動制御学会論文集 54 (1), 62-68, 2018
公益社団法人 計測自動制御学会
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詳細情報 詳細情報について
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- CRID
- 1390282679484480256
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- NII論文ID
- 130006319045
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- NII書誌ID
- AN00072392
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- ISSN
- 18838189
- 04534654
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- NDL書誌ID
- 028794820
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- NDL
- Crossref
- CiNii Articles
- KAKEN
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- 抄録ライセンスフラグ
- 使用不可