AR系统综述及基于虚拟键盘的摄像机投影系统案例研究

Marwa Karray, M. Krid, D. Sellami
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引用次数: 4

摘要

增强现实是一个有趣的领域,它使用实时视频图像将虚拟数据添加到现实世界中。本文首先对增强现实技术的最新应用进行了综述。增强现实最近的一个应用是使用视频投影,在没有任何硬件设备的情况下提供与显示设备更舒适的交互。因此,我们对基于AR相机投影仪的系统及其仍存在的主要挑战进行了回顾。在视频投影系统中,视觉理解和图像处理是与普通用户交互的最简单、最自然的工具。其中最重要的挑战之一与图像解释和用户指尖跟踪有关。在此背景下,我们回顾了现有的手部分割、指尖检测和接触面检测方法。最后,我们对用户界面和智能环境中的虚拟键盘进行了实例研究。在这项研究中,我们提出了一个指尖跟踪系统。因此,我们提出了一种基于新的自动化k-means的手部分割方法。通过实际采集的实验验证,说明了该系统的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A survey of AR systems and a case study of virtual keyboard based camera projector system
Augmented reality is an interesting field which use live video imagery to add virtual data to the real world. In this paper, we firstly present a review of recent applications of augmented reality. One of the recent application of the augmented reality is the use of video projection to provide a more comfortable interaction with display devices without any hardware equipment. Thus, we secondly present a review of AR camera-projector based system and its main still open challenges. Visual understanding and image processing present a fundamental part which constitutes the easiest and most natural tool for interacting with a normal user in video projection system. One of the most important challenges is related to image interpretation and user fingertip tracking. In this context, we review the existing methods for hand segmentation, fingertip detection and contact surface detection. Finally, we consider a case study of virtual keyboard for user interface and smart environment. In this study, we propose a fingertip tracking system. We accordingly propose a hand segmentation approach based on new automated version of k-means. Experimental validation on real acquisitions is presented to illustrate the feasibility of the proposed system.
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