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DynaMoN: Motion-Aware Fast And Robust Camera Localization for Dynamic NeRF

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Code (coming soon)

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Mert Asim Karaoglu (1,3), Hannah Schieber (2,4), Nicolas Schischka (1), Melih Gorgulu(1), @@ -43,9 +51,6 @@
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Technical University of Munich,
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arixv

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Code (coming soon)

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Abstract

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Dynamic reconstruction with neural radiance fields (NeRF) requires accurate camera poses. These are often hard to retrieve with existing structure-from-motion (SfM) pipelines as both camera and scene content can change. We propose DynaMoN that leverages simultaneous localization and mapping (SLAM) jointly with motion masking to handle dynamic scene content. Our robust SLAM-based tracking module