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图学学报 ›› 2021, Vol. 42 ›› Issue (3): 470-477.DOI: 10.11996/JG.j.2095-302X.2021030470

• 计算机图形学与虚拟现实 • 上一篇    下一篇

基于普通纸笔的投影交互方法研究

  

  1. 长安大学信息工程学院 陕西 西安 710064
  • 出版日期:2021-06-30 发布日期:2021-06-29
  • 基金资助:
    载人航天预研项目(030101)

Research on projector interaction method with common pen and paper

  1. School of Information Engineering, Chang’an University, Xi’an Shaanxi 710064, China
  • Online:2021-06-30 Published:2021-06-29
  • Supported by:
    Advance Research Program of Space (030101) 

摘要: 投影交互使交互空间不再局限于屏幕,与其他方式相比具有更好的用眼舒适度,能够实现丰富 的交互效果,而笔式书写交互则有着与生俱来的自然性和高效性。结合二者优点,提出了一种基于普通纸笔的 投影交互方法,通过普通纸笔与计算机进行交互,摄像头用于采集手写内容,投影仪则用于识别效果呈现。另 外,通过卷积神经网络(CNN)和 KNN 结合使系统可自动适应用户的手写风格,提高了针对不同用户的手写体 识别率。在此基础上,针对教育领域设计了单词拼写和算式计算 2 个典型应用。经实验和用户调查,该交互方 法与其他交互方法相比,更舒适自然,具有较强的实用性。

关键词: 普通纸笔, 投影交互, 手写体识别, 笔式交互

Abstract:  Projector interaction has freed the interaction space from the electronic screen, which is more eye-friendly than other display modes and can produce abundant interesting interaction effects. In addition,the interaction with pen-writing is inherently natural and efficient. With the integration of the advantages of both, a projection interactive method was proposed based on common pen and paper. Users can interact with the computer through common paper and pen, while the camera was employed to collect the handwriting images, and projector was utilized to present recognition result. Moreover, with the integration of CNN and KNN, the present method can automatically adapt to users’ handwriting style,so as to increase the recognition accuracy. Based on this, two typical applications are designed, including English-word remembering and simple mathematical calculation. The experiments and user surveys verified that the proposed interaction method is more natural, convenient and practical than other interaction methods. 

Key words:  , common pen and paper, projector interaction, handwriting recognition, pen based user interface 

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