在无约束环境中实现实时缩小现实的先进自包含对象去除

Jan Herling, W. Broll
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引用次数: 78

摘要

增强现实一直局限于向真实环境中添加人工内容,而缩小现实则允许删除真实世界的内容。然而,现有的方法要么需要复杂的设置,要么不能实时应用。在本文中,我们提出了从用户真实环境的实时视频流中删除真实世界对象的方法。我们的方法是基于一个简单的设置,既不需要任何预处理,也不需要任何关于要删除的对象的结构和位置或背景的信息。我们的方法是基于要去除的物体的识别与图像补全和合成算法相结合。我们的方法在图像补全领域的性能比以前的工作好一到两个数量级,在标准的笔记本电脑或平板电脑上提供实时对象消除。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Advanced self-contained object removal for realizing real-time Diminished Reality in unconstrained environments
While Augmented Reality has always been restricted to adding artificial content to the real environment, Diminished Reality allows for removing real world content. Existing approaches however, either require complex setups or are not applicable in real-time. In this paper we present our approach for removing real-world objects from a live video stream of the user's real environment. Our approach is based on a simple setup and neither requires any pre-processing nor any information on the structure and location of the objects to be removed or on their background. Our approach is based on the identification of the objects to be removed combined with an image completion and synthesis algorithm. The performance of our approach is one to two magnitudes better than that of previous work in the area of image completion, providing real-time object cancellation on standard laptop or tablet computers.
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