一种基于PRO-CAM的新型交互显示界面

IMMPD '11 Pub Date : 2011-11-29 DOI:10.1145/2072561.2072563
Wenhong Yuan, Bin Li, Kongqiao Wang
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引用次数: 0

摘要

基于视觉的人机交互(HCI)是一种自然的、以人为本的人机交互方式。最近,随着投影仪的小型化和嵌入式系统的发展,人们对将投影技术与计算机视觉相结合的系统产生了极大的兴趣。将投影仪与摄像机相结合,提供了一种将任何表面转换为交互式显示表面的廉价方法。然而,即使可以避免由于投影内容造成的遮挡,由于非刚性组织的自遮挡,也很难分割手部并识别手势。本文提出了一种在动态光照环境下识别手指笔划的新方法。该方法基于一个投影仪和两个异构摄像机。首先利用近红外相机获取指尖和手部模型,然后利用手部模型在可见光相机中获取手部的兴趣点,然后从两幅异构图像中得到兴趣点的差值。视差变化与深度变化有关,可以用来确定中风事件发生的时间。原型系统的实验结果表明,该方法可以在不使用特殊标记或手套的情况下实时运行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel PRO-CAM based interactive display surface
Vision-based human-computer interaction (HCI) is a natural and human-centered way to make interaction between human and computer. Recently, with the miniaturization of projectors and the development of embedded systems, there has been an explosion of interest in systems which combine projection technology with computer vision. Associating a projector with a camera offers a cheap means to transform any surface into an interactive display surface. However, it is very hard to segment hand and recognize hand gesture due to self-occlusion, non-rigid tissue, even when the occlusion due to projection content can be avoided. In this paper, a novel approach is proposed to recognize finger stroke under the dynamic illumination circumstances. The approach is based on one projector and two heterogeneous cameras. First, an NIR camera is used to get the finger-tip and hand model, then, the hand model is used to get the interest points of the hand in the visible camera, then we can get the disparity of interest points from the two heterogeneous images. The disparity change is related to the depth change that can be used to determine when stroke event happens. Experiment results from a prototype system show that the approach can run in real-time without using special markers or gloves.
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