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 en
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 CHN
公開徵稿
出版型式
出處 Advances in Computer Science Research
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/107489 )