Touch-sensitive interactive projection system

Ming He, Jun Cheng, Dapeng Tao
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引用次数: 1

Abstract

In this paper, we present a vision-based humancomputer interaction system merely consisting of a projector and a single camera, which is no longer limited to traditional displaying but allowing users to touch on any projected surfaces for interaction. The challenge of bare-hand touch detection in projector-camera system is to recover the depth from user's fingertip to projector with monocular vision. A novel approach is proposed to detect touch action through locally feature from accelerated segment test (FAST) matching between captured image and projected image. By comparing the hamming distance of these features with binary robust invariant scalable keypoint (BRISK), the 3D information near fingertips is able to be probed like deciding if there is a finger touching on table surface. Extensive experiments about hand region segmentation and touch detection are presented to show the robust performance of our system.
触摸感应交互式投影系统
在本文中,我们提出了一种基于视觉的人机交互系统,该系统仅由投影仪和单个摄像机组成,不再局限于传统的显示,而是允许用户触摸任何投影表面进行交互。投影-摄像系统中徒手触摸检测的难点在于如何将用户指尖的深度恢复到单目视觉的投影仪上。提出了一种基于快速分割测试(FAST)匹配的局部特征检测触摸动作的新方法。通过将这些特征的汉明距离与二值鲁棒不变可扩展关键点(BRISK)进行比较,可以探测到指尖附近的三维信息,就像判断手指是否触碰桌面一样。通过大量的手部区域分割和触摸检测实验,验证了系统的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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