Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method

碩士 === 淡江大學 === 電機工程學系碩士班 === 104 === Sign language, for deaf-impaired people, plays an important role in communication. In this paper, we devise a Taiwan Sign Language recognition system. We use the Kinect2 sensor to get data from 94 sign morphemes shown 3 times by 3 people, and extract hand shape...

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Bibliographic Details
Main Authors:	Hsing-Che Liu, 劉興哲
Other Authors:	Ching-Tang Hsieh
Format:	Others
Language:	zh-TW
Published:	2016
Online Access:	http://ndltd.ncl.edu.tw/handle/3359ma

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spelling	ndltd-TW-104TKU054420432019-05-15T23:01:41Z http://ndltd.ncl.edu.tw/handle/3359ma Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method 使用LC-KSVD稀疏編碼方法的台灣自然手語辨識系統 Hsing-Che Liu 劉興哲碩士淡江大學電機工程學系碩士班 104 Sign language, for deaf-impaired people, plays an important role in communication. In this paper, we devise a Taiwan Sign Language recognition system. We use the Kinect2 sensor to get data from 94 sign morphemes shown 3 times by 3 people, and extract hand shape features and trajectory features from depth images and joints of the body skeleton. Finally, we have each sign morpheme dictionary trained by K-SVD and label consistent K-SVD (LC-KSVD) sparse coding algorithm for recognition. Ching-Tang Hsieh 謝景棠 2016 學位論文 ; thesis 55 zh-TW
collection	NDLTD
language	zh-TW
format	Others
sources	NDLTD
description	碩士 === 淡江大學 === 電機工程學系碩士班 === 104 === Sign language, for deaf-impaired people, plays an important role in communication. In this paper, we devise a Taiwan Sign Language recognition system. We use the Kinect2 sensor to get data from 94 sign morphemes shown 3 times by 3 people, and extract hand shape features and trajectory features from depth images and joints of the body skeleton. Finally, we have each sign morpheme dictionary trained by K-SVD and label consistent K-SVD (LC-KSVD) sparse coding algorithm for recognition.
author2	Ching-Tang Hsieh
author_facet	Ching-Tang Hsieh Hsing-Che Liu 劉興哲
author	Hsing-Che Liu 劉興哲
spellingShingle	Hsing-Che Liu 劉興哲 Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method
author_sort	Hsing-Che Liu
title	Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method
title_short	Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method
title_full	Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method
title_fullStr	Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method
title_full_unstemmed	Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method
title_sort	taiwan sign language recognition system using lc-ksvd sparse coding method
publishDate	2016
url	http://ndltd.ncl.edu.tw/handle/3359ma
work_keys_str_mv	AT hsingcheliu taiwansignlanguagerecognitionsystemusinglcksvdsparsecodingmethod AT liúxìngzhé taiwansignlanguagerecognitionsystemusinglcksvdsparsecodingmethod AT hsingcheliu shǐyònglcksvdxīshūbiānmǎfāngfǎdetáiwānzìránshǒuyǔbiànshíxìtǒng AT liúxìngzhé shǐyònglcksvdxīshūbiānmǎfāngfǎdetáiwānzìránshǒuyǔbiànshíxìtǒng
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Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method

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