Combined-Gesture Recognition using Wearable Devices with Inertial Measurement Units

碩士 === 國立清華大學 === 資訊工程學系所 === 106 === This thesis proposes a sensing and recognition system for continuous arm gestures. The arm motion is picked up by inertial sensors and processed in stages of calibration, gravity removal, smoothing, segmentation, and recognition. To make it scalable, we define...

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Bibliographic Details
Main Authors:	Teng, Yu-Chieh, 鄧宇傑
Other Authors:	Chou, Pai H.
Format:	Others
Language:	en_US
Published:	2018
Online Access:	http://ndltd.ncl.edu.tw/handle/dm9656

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spelling	ndltd-TW-106NTHU53920982019-05-16T00:52:41Z http://ndltd.ncl.edu.tw/handle/dm9656 Combined-Gesture Recognition using Wearable Devices with Inertial Measurement Units 基於穿戴式裝置慣性測量單元之組合式手勢辨識 Teng, Yu-Chieh 鄧宇傑碩士國立清華大學資訊工程學系所 106 This thesis proposes a sensing and recognition system for continuous arm gestures. The arm motion is picked up by inertial sensors and processed in stages of calibration, gravity removal, smoothing, segmentation, and recognition. To make it scalable, we define basic gestures in terms of which complex gestures can be defined. Experimental results show our approach to be efficient, accurate, and scalable to a large number of continuous gestures without requiring unnatural pausing. Chou, Pai H. 周百祥 2018 學位論文 ; thesis 43 en_US
collection	NDLTD
language	en_US
format	Others
sources	NDLTD
description	碩士 === 國立清華大學 === 資訊工程學系所 === 106 === This thesis proposes a sensing and recognition system for continuous arm gestures. The arm motion is picked up by inertial sensors and processed in stages of calibration, gravity removal, smoothing, segmentation, and recognition. To make it scalable, we define basic gestures in terms of which complex gestures can be defined. Experimental results show our approach to be efficient, accurate, and scalable to a large number of continuous gestures without requiring unnatural pausing.
author2	Chou, Pai H.
author_facet	Chou, Pai H. Teng, Yu-Chieh 鄧宇傑
author	Teng, Yu-Chieh 鄧宇傑
spellingShingle	Teng, Yu-Chieh 鄧宇傑 Combined-Gesture Recognition using Wearable Devices with Inertial Measurement Units
author_sort	Teng, Yu-Chieh
title	Combined-Gesture Recognition using Wearable Devices with Inertial Measurement Units
title_short	Combined-Gesture Recognition using Wearable Devices with Inertial Measurement Units
title_full	Combined-Gesture Recognition using Wearable Devices with Inertial Measurement Units
title_fullStr	Combined-Gesture Recognition using Wearable Devices with Inertial Measurement Units
title_full_unstemmed	Combined-Gesture Recognition using Wearable Devices with Inertial Measurement Units
title_sort	combined-gesture recognition using wearable devices with inertial measurement units
publishDate	2018
url	http://ndltd.ncl.edu.tw/handle/dm9656
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Combined-Gesture Recognition using Wearable Devices with Inertial Measurement Units

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