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Color stabilization along time and across shots of the same scene, for one or several cameras of unknown specifications

机译:对于一个或多个未知规格的相机,沿着时间和相同场景的镜头的颜色稳定

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摘要

We propose a method for color stabilization of shots of the same scene, taken under the same illumination, where one image is chosen as reference and one or several other images are modified so that their colors match those of the reference. We make use of two crucial but often overlooked observations: first, that the core of the color correction chain in a digital camera is simply a multiplication by a 3 × 3 matrix; second, that to color-match a source image to a reference image we do not need to compute their two color correction matrices, it is enough to compute the operation that transforms one matrix into the other. This operation is a 3 × 3 matrix as well, which we call H. Once we have H, we just multiply by it each pixel value of the source and obtain an image which matches in color the reference. To compute H we only require a set of pixel correspondences, we do not need any information about the cameras used, neither models nor specifications or parameter values. We propose an implementation of our framework which is very simple and fast, and show how it can be successfully employed in a number of situations, comparing favorably with the state of the art. There is a wide range of applications of our technique, both for amateur and professional photography and video: color matching for multicamera TV broadcasts, color matching for 3D cinema, color stabilization for amateur video, etc.
机译:我们提出了一种在相同照明条件下拍摄同一场景的镜头的色彩稳定方法,其中选择一个图像作为参考,并修改一个或多个其他图像,以使其颜色与参考色相匹配。我们利用两个至关重要但经常被忽略的观察结果:首先,数码相机中色彩校正链的核心仅仅是3×3矩阵的乘法。其次,要将源图像与参考图像进行颜色匹配,我们不需要计算它们的两个颜色校正矩阵,只需计算将一个矩阵转换为另一个矩阵的运算就足够了。此操作也是一个3×3的矩阵,我们称为H。一旦有了H,我们就将源的每个像素值乘以它,并获得与参考颜色匹配的图像。要计算H,我们只需要一组像素对应关系,就不需要有关所用摄像机的任何信息,既不需要模型,也不需要规格或参数值。我们提出了一个非常简单,快速的框架实现,并展示了如何在许多情况下成功地将其应用,并与现有技术进行了比较。我们的技术在业余摄影和专业摄影以及视频上有广泛的应用:用于多摄像机电视广播的色彩匹配,用于3D电影院的色彩匹配,用于业余视频的色彩稳定等。

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