Self-adaptive coding-based touch detection for interactive projector system

Ming He, Jun Cheng
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引用次数: 2

Abstract

Most current challenge of hand touch detection in interactive projector system is how to detect finger touching with a single camera. In this paper, we introduce a projector camera system that enables users to interact with computers 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 according to a predicted image generated from geometric and photometric calibration matrix; 2) fingertip detection based on the curvature of hand contour points; 3) touch detection by encoding a local region of self-adaptive structured light into the projected image. In our approach, through the disparity of pattern codes projected on the fingertip, it is able to distinguish immediately whether a touch action really takes place without complex calibration and triangulation. Extensive experiments on foreground extraction, fingertip detection, and touch judgment are presented to show the robust performance of this system.
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基于自适应编码的交互式投影系统触摸检测
目前在交互式投影仪系统中,手触摸检测面临的最大挑战是如何利用单摄像头检测手指触摸。在本文中,我们介绍了一种投影仪相机系统,使用户可以通过徒手触摸任意表面来与计算机交互。触摸检测是通过一种新的基于视觉的算法实现的,该算法分三步进行:1)根据几何和光度校准矩阵生成的预测图像提取前景;2)基于手轮廓点曲率的指尖检测;3)将自适应结构光的局部区域编码到投影图像中进行触摸检测。在我们的方法中,通过投射在指尖上的模式代码的差异,它能够立即区分触摸动作是否真的发生,而无需复杂的校准和三角测量。在前景提取、指尖检测和触摸判断等方面进行了大量实验,证明了该系统的鲁棒性。
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