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Fingertip-based interactive projector-camera system

机译:基于指尖的交互式投影机-摄像机系统

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摘要

Most current challenge of hand touch detection in interactive projector system is how to recover the 3D information of fingertips with a single camera. In this paper, a projector-camera system is proposed that enables users to interact with computer by touching on arbitrary surfaces with bare-hand. The realization of touch detection is through a novel vision-based algorithm performing in three steps: (1) foreground extraction based on predicted image generated from geometric and photometric calibration matrix; (2) fingertip detection by the curvature of hand contour points; (3) touch detection by active vision. Extensive experiments on foreground extraction, fingertip detection, and touch judgment are presented to show the robust performance of this system.
机译:交互式投影仪系统中手触摸检测的当前最大挑战是如何使用单个摄像机恢复指尖的3D信息。在本文中,提出了一种投影机-摄像机系统,该系统使用户可以通过裸手触摸任意表面来与计算机交互。触摸检测的实现是通过一种新颖的基于视觉的算法执行的,该算法分三个步骤执行:(1)基于从几何和光度校准矩阵生成的预测图像的前景提取; (2)通过手部轮廓点的曲率检测指尖; (3)通过主动视觉进行触摸检测。提出了有关前景提取,指尖检测和触摸判断的大量实验,以显示该系统的强大性能。

著录项

  • 来源
    《Signal processing 》 |2015年第5期| 54-66| 共13页
  • 作者单位

    Guangdong Provincial Key Laboratory of Robotics and Intelligent System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China;

    Guangdong Provincial Key Laboratory of Robotics and Intelligent System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China;

    School of Control Science and Engineering, Shandong University, China;

    Guangdong Provincial Key Laboratory of Robotics and Intelligent System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Hand detection; Fingertip detection; Touch detection; Predicted image;

    机译:手部检测;指尖检测;触摸检测;预测图像;

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