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OmnimatteRF: Robust Omnimatte with 3D Background Modeling
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site name
author
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2026-02-16 09:29:01
raw text
OmnimatteRF: Robust Omnimatte with 3D Background Modeling OmnimatteRF Robust Omnimatte with 3D Background Modeling ICCV 2023 Geng Lin 1 Chen Gao 2 Jia-Bin Huang 1,2 Changil Kim 2 Yipeng Wang 2 Matthias Zwicker 1 Ayush Saraf 2 1 University of Maryland, College Park 2 Meta Paper Code Data We present OmnimatteRF, which creates mattes with associated effects like shadows from in-the-wild videos with coarse masks. Abstract Video matting has broad applications, from adding interesting effects to casually captured movies to assisting video production professionals. Matting with associated effects like shadows and reflections has also attracted increasing research activity, and methods like Omnimatte have been proposed to separate foreground objects of interest into their own layers. However, prior works represent video backgrounds as 2D image layers, limiting their capacity to express more complicated scenes, thus hindering application to real-world v...
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