String Matching Algorithm for Real-Time Hand Gesture Recognition on a Wireless Low-Power Embedded Device

碩士 === 國立清華大學 === 資訊工程學系 === 104 === This thesis presents a real-time hand-gesture recognition algorithm suitable for implementation on low-power microcontroller units (MCU) for wearable devices with wireless transmission capability. The algorithm performs string matching against a set of patterns t...

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Bibliographic Details
Main Authors:	Xie, Yu Zhen, 謝妤榛
Other Authors:	Chou, Pai Hsiang
Format:	Others
Language:	en_US
Published:	2016
Online Access:	http://ndltd.ncl.edu.tw/handle/35957588955916274818

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spelling	ndltd-TW-104NTHU53920892017-08-27T04:30:16Z http://ndltd.ncl.edu.tw/handle/35957588955916274818 String Matching Algorithm for Real-Time Hand Gesture Recognition on a Wireless Low-Power Embedded Device 適用於無線低功耗嵌入式裝置上即時手勢辨識的字串匹配演算法 Xie, Yu Zhen 謝妤榛碩士國立清華大學資訊工程學系 104 This thesis presents a real-time hand-gesture recognition algorithm suitable for implementation on low-power microcontroller units (MCU) for wearable devices with wireless transmission capability. The algorithm performs string matching against a set of patterns that symbolize acceleration and motion directions. Experimental results show that our algorithm can recognize and transmit characters in the Graffiti alphabet and gestures with high accuracy while keeping complexity low enough to be feasible to run on an 8-bit microcontroller unit. Chou, Pai Hsiang 周百祥 2016 學位論文 ; thesis 32 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 === 104 === This thesis presents a real-time hand-gesture recognition algorithm suitable for implementation on low-power microcontroller units (MCU) for wearable devices with wireless transmission capability. The algorithm performs string matching against a set of patterns that symbolize acceleration and motion directions. Experimental results show that our algorithm can recognize and transmit characters in the Graffiti alphabet and gestures with high accuracy while keeping complexity low enough to be feasible to run on an 8-bit microcontroller unit.
author2	Chou, Pai Hsiang
author_facet	Chou, Pai Hsiang Xie, Yu Zhen 謝妤榛
author	Xie, Yu Zhen 謝妤榛
spellingShingle	Xie, Yu Zhen 謝妤榛 String Matching Algorithm for Real-Time Hand Gesture Recognition on a Wireless Low-Power Embedded Device
author_sort	Xie, Yu Zhen
title	String Matching Algorithm for Real-Time Hand Gesture Recognition on a Wireless Low-Power Embedded Device
title_short	String Matching Algorithm for Real-Time Hand Gesture Recognition on a Wireless Low-Power Embedded Device
title_full	String Matching Algorithm for Real-Time Hand Gesture Recognition on a Wireless Low-Power Embedded Device
title_fullStr	String Matching Algorithm for Real-Time Hand Gesture Recognition on a Wireless Low-Power Embedded Device
title_full_unstemmed	String Matching Algorithm for Real-Time Hand Gesture Recognition on a Wireless Low-Power Embedded Device
title_sort	string matching algorithm for real-time hand gesture recognition on a wireless low-power embedded device
publishDate	2016
url	http://ndltd.ncl.edu.tw/handle/35957588955916274818
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String Matching Algorithm for Real-Time Hand Gesture Recognition on a Wireless Low-Power Embedded Device

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