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Clear Skies Ahead: Towards Real-Time Automatic Sky Replacement in Video

2019-03-06
Tavi Halperin, Harel Cain, Ofir Bibi, Michael Werman

Abstract

Digital videos such as those captured by a smartphone often exhibit exposure inconsistencies, a poorly exposed sky, or simply suffer from an uninteresting or plain looking sky. Professionals may edit these videos using advanced and time-consuming tools unavailable to most users, to replace the sky with a more expressive or imaginative sky. In this work, we propose an algorithm for automatic replacement of the sky region in a video with a different sky, providing nonprofessional users with a simple yet efficient tool to seamlessly replace the sky. The method is fast, achieving close to real-time performance on mobile devices and the user’s involvement can remain as limited as simply selecting the replacement sky.

Abstract (translated by Google)
URL

http://arxiv.org/abs/1903.02582

PDF

http://arxiv.org/pdf/1903.02582


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