ポケット内のスマートフォンを利用した両足ジェスチャに関する研究

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Voice as Sound: Using Non-verbal Voice Input for Interactive Control[2015 Igarashi]

Voice as Sound: Using Non-verbal Voice Input for Interactive Control[2015 Igarashi]

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) • ShoeSoleSense: Proof of Concept for a Wearable Foot Interface for Virtual and Real Environments[2013 Deny] ( • Exploring Subtle Foot Plantar-based Gestures with Sock-placed Pressure Sensors[2015 Fukahori]

( • ShoeSoleSense: Proof of Concept for a Wearable Foot Interface for Virtual and Real Environments[2013 Deny] ) • Exploring Subtle Foot Plantar-based Gestures with Sock-placed Pressure Sensors[2015 Fukahori]

( ) • Sensing Foot Gestures from the Pocket [J.Scott 2010] • • •

) • Sensing Foot Gestures from the Pocket [J.Scott 2010] • • • (

() • Sensing Foot Gestures from the Pocket [J.Scott 2010] • • • ) ()

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• • 30[Hz]

• • UI 50[Hz]

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• • • SVM • • Random Forest •

20 • 24 15 • 200 • • • • 50[Hz]

Precision 0.982 0.986 Recall 0.981 0.986 F-messure 0.982 0.986

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Miller 200[ms] 10 500[ms] 25 200[ms] 10

9 10 15 0 0.870 0.881 0.925 10 0.878 0.897 0.937

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• • • • • Random Forest 50[Hz]

• 7 •

4 Precision Recall F-messure 0.874 0.863 0.869 0.900 0.893 0.896 0.864 0.851 0.858 0.886 0.881 0.884 0.922 0.917 0.920 0.917 0.911 0.914 0.889 0.881 0.885 0.898 0.893 0.896 0.887 0.878 0.883 0.900 0.895 0.898

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