教師資料查詢 | 類別: 會議論文 | 教師: 謝景棠 Hsieh Ching-tang (瀏覽個人網頁)

標題:Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method
學年104
學期2
發表日期2016/06/25
作品名稱Taiwan Sign Language Recognition System Using LC-KSVD Sparse Coding Method
作品名稱(其他語言)
著者Hsieh, Ching-Tang; Liou, Hsing-Che; Chen, Li-Ming
作品所屬單位
出版者
會議名稱2016 5th International Conference on Computer, Electronics and Data Processing (ICCEDP 2016)
會議地點Taiyuan, China
摘要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 once by 4 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 label consistent K-SVD (LC-KSVD) sparse coding algorithm for recognition. Experiments show our system performs well and the accuracy achieves 99.47% in close test.
關鍵字Sign Language;Recognition System;Sparse Coding;LC-KSVD
語言英文
收錄於
會議性質國際
校內研討會地點
研討會時間20160625~20160626
通訊作者Hsieh, Ching-Tang
國別中國
公開徵稿
出版型式
出處Advances in Computer Science Research
相關連結
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