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多模态人机交互中基于笔输入的手势识别

王延江 袁保宗

北方交通大学学报2001,Vol.25Issue(2):10-13,4.
北方交通大学学报2001,Vol.25Issue(2):10-13,4.

多模态人机交互中基于笔输入的手势识别

Pen-Based Gesture Recognition in Multimodal Human-Computer Interaction

王延江 1袁保宗1

作者信息

  • 1. 北方交通大学计算机与信息技术学院
  • 折叠

摘要

Abstract

This paper proposes a fast, one-stroke pen gesture recognition approac h to the studying of multimodal human-computer interaction theory and building method. In the approach, a pen gesture is characterized by a sequence of dominan t points along the gesture trajectory and a sequence of writing directions betwe en consecutive dominant points. The recognition result can be obtained by matchi ng the feature code of the input gesture with the various possible feature codes of each standard gesture. The directional feature is used for gesture pre-class ification and the positional information is used for fine classification. Experi mental results show that this approach is fast and can get a high recognition rate.

关键词

多模态/人机交互/手势识别

分类

信息技术与安全科学

引用本文复制引用

王延江,袁保宗..多模态人机交互中基于笔输入的手势识别[J].北方交通大学学报,2001,25(2):10-13,4.

基金项目

国家自然科学基金重点资助项目 ()

北方交通大学学报

OA北大核心CSCD

1673-0291

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