A novel recognition system for digits writing in the air using coordinated path ordering

Chiang Wang*, Chung Yen Su, Chun Lin Lin

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

3 引文 斯高帕斯(Scopus)

摘要

With the invention of Microsoft Kinect sensor, human-computer interaction is gaining its attention and becoming available for widespread use. The previous study presented a method of Kinect-based mid-air handwritten digit recognition for Android smart phones with a recognition accuracy of only about 94.6%. In this paper, we propose an improved method based on the normalizing and scaling of path order coordinates. With that, the proposed method leads to accuracy elevation and executing time reduction. Experimental results show an average recognition accuracy rate of 96.8% was achieved for each number.

原文英語
主出版物標題ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences
發行者Institute of Electrical and Electronics Engineers Inc.
頁面244-249
頁數6
ISBN(電子)9781479985623
DOIs
出版狀態已發佈 - 2016 三月 22
事件International Conference on Intelligent Informatics and Biomedical Sciences, ICIIBMS 2015 - Okinawa, 日本
持續時間: 2015 十一月 282015 十一月 30

出版系列

名字ICIIBMS 2015 - International Conference on Intelligent Informatics and Biomedical Sciences

其他

其他International Conference on Intelligent Informatics and Biomedical Sciences, ICIIBMS 2015
國家/地區日本
城市Okinawa
期間2015/11/282015/11/30

ASJC Scopus subject areas

  • 訊號處理
  • 健康資訊學
  • 生物技術
  • 人工智慧

指紋

深入研究「A novel recognition system for digits writing in the air using coordinated path ordering」主題。共同形成了獨特的指紋。

引用此