教師資料查詢 | 類別: 期刊論文 | 教師: 吳孟倫 MENG-LUEN WU (瀏覽個人網頁)

標題:Exploiting AdaRank Model and Trajectory of Hand Motion for Hand Gesture Recognition
學年
學期
出版(發表)日期2016/10/01
作品名稱Exploiting AdaRank Model and Trajectory of Hand Motion for Hand Gesture Recognition
作品名稱(其他語言)
著者C. S. Fahn; C. Y. Kao; C. B. Yao; M. L. Wu
單位
出版者
著錄名稱、卷期、頁數Sensor Letters 14(10), pp. 1061-1065
摘要This paper introduces a hand gesture recognition method for human computer interface. This recognition method is based on learning to rank model. The experimental results show that the AdaRank model is effective for improving the recognition accuracy. Combining the learning to rank model with trajectory of hand motion approaches, a breakthrough is made to model a complex combination of eight recognized hand gestures. The hand gesture recognition system is built to detect gestures with single hand or both hands moving in basic directions, such as moving upward, moving downward, moving leftward, and moving rightward, efficiently. For the purpose of being more user friendly of the proposed system, the basic directions can be combined and extended into more hand gestures for applications. The experimental results show that our proposed method has high performance and can be run in real-time. The accuracy of the method is also high for real applications.
關鍵字ADARANK MODEL;HAND GESTURE RECOGNITION;HAND MOTION;HUMAN COMPUTER INTERACTION INTERFACE
語言英文(美國)
ISSN1546-198X
期刊性質國外
收錄於SCI;
產學合作
通訊作者
審稿制度
國別美國
公開徵稿
出版型式,電子版,紙本
相關連結
SDGs
  • 性別平等,產業創新與基礎設施
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