Blue screen matting

A. R. Smith, J. Blinn
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引用次数: 484

Abstract

A classical problem of imaging—the matting problem—is separation of a non-rectangular foreground image from a (usually) rectangular background image—for example, in a film frame, extraction of an actor from a background scene to allow substitution of a different background. Of the several attacks on this difficult and persistent problem, we discuss here only the special case of separating a desired foreground image from a background of a constant, or almost constant, backing color. This backing color has often been blue, so the problem, and its solution, have been called blue screen matting. However, other backing colors, such as yellow or (increasingly) green, have also been used, so we often generalize to constant color matting. The mathematics of constant color matting is presented and proven to be unsolvable as generally practiced. This, of course, flies in the face of the fact that the technique is commonly used in film and video, so we demonstrate constraints on the general problem that lead to solutions, or at least significantly prune the search space of solutions. We shall also demonstrate that an algorithmic solution is possible by allowing the foreground object to be shot against two constant backing colors—in fact, against two completely arbitrary backings so long as they differ everywhere.
蓝屏抠图
成像的一个经典问题——抠图问题——是将非矩形前景图像从(通常)矩形背景图像中分离出来——例如,在电影帧中,从背景场景中提取演员以允许替换不同的背景。在针对这个困难而持久的问题的几种攻击中,我们在这里只讨论将所需的前景图像与具有恒定或几乎恒定底色的背景分离的特殊情况。这种底色往往是蓝色的,所以这个问题和它的解决办法被称为蓝屏抠图。然而,其他底色,如黄色或(越来越多的)绿色,也被使用,所以我们经常概括为恒定的颜色抠图。提出了恒色抠图的数学问题,并证明了恒色抠图在一般情况下是不可解的。当然,这与该技术通常用于电影和视频的事实背道而驰,因此我们展示了导致解决方案的一般问题的约束,或者至少显着减少了解决方案的搜索空间。我们还将演示一种算法解决方案,允许前景对象在两种恒定的背景颜色下拍摄——实际上,在两种完全任意的背景下拍摄,只要它们在任何地方都不同。
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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