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Compositing light field video using multiplane images

Published: 28 July 2019 Publication History

Abstract

We present a variety of new compositing techniques using Multi-plane Images (MPI's) [Zhou et al. 2018] derived from footage shot with an inexpensive and portable light field video camera array. The effects include camera stabilization, foreground object removal, synthetic depth of field, and deep compositing. Traditional compositing is based around layering RGBA images to visually integrate elements into the same scene, and often requires manual 2D and/or 3D artist intervention to achieve realism in the presence of volumetric effects such as smoke or splashing water. We leverage the newly introduced DeepView solver [Flynn et al. 2019] and a light field camera array to generate MPIs stored in the DeepEXR format for compositing with realistic spatial integration and a simple workflow which offers new creative capabilities. We demonstrate using this technique by combining footage that would otherwise be very challenging and time intensive to achieve when using traditional techniques, with minimal artist intervention.

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References

[1]
John Flynn, Michael Broxton, Paul Debevec, Matthew DuVall, Graham Fyffe, Ryan Overbeck, Noah Snavely, and Richard Tucker. 2019. DeepView: View synthesis with learned gradient descent. CVPR (2019).
[2]
Florian Kainz. 2013. Interpreting OpenEXR Deep Pixels. (2013). Retrieved from https://lists.nongnu.org/archive/html/openexr-devel/2013-09/pdtPyDOYBTkje.pdf.
[3]
Tom Lokovic and Eric Veach. 2000. Deep shadow maps. Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques (2000).
[4]
Tinghui Zhou, Richard Tucker, John Flynn, Graham Fyffe, and Noah Snavely. 2018. Stereo Magnification: Learning view synthesis using multiplane images. Siggraph (2018).

Cited By

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  • (2024)rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera With Single and Sparse ViewsIEEE Transactions on Geoscience and Remote Sensing10.1109/TGRS.2024.338253762(1-15)Online publication date: 2024
  • (2021)Light Field View Synthesis via Aperture Disparity and Warping Confidence MapIEEE Transactions on Image Processing10.1109/TIP.2021.306629330(3908-3921)Online publication date: 2021
  • (2021)Embedding Novel Views in a Single JPEG Image2021 IEEE/CVF International Conference on Computer Vision (ICCV)10.1109/ICCV48922.2021.01425(14499-14507)Online publication date: Oct-2021
  • Show More Cited By

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  1. Compositing light field video using multiplane images

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    cover image ACM Conferences
    SIGGRAPH '19: ACM SIGGRAPH 2019 Posters
    July 2019
    148 pages
    ISBN:9781450363143
    DOI:10.1145/3306214
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    New York, NY, United States

    Publication History

    Published: 28 July 2019

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    Author Tags

    1. compositing
    2. light field
    3. view synthesis
    4. volumetric imaging

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    Overall Acceptance Rate 1,822 of 8,601 submissions, 21%

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    Cited By

    View all
    • (2024)rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera With Single and Sparse ViewsIEEE Transactions on Geoscience and Remote Sensing10.1109/TGRS.2024.338253762(1-15)Online publication date: 2024
    • (2021)Light Field View Synthesis via Aperture Disparity and Warping Confidence MapIEEE Transactions on Image Processing10.1109/TIP.2021.306629330(3908-3921)Online publication date: 2021
    • (2021)Embedding Novel Views in a Single JPEG Image2021 IEEE/CVF International Conference on Computer Vision (ICCV)10.1109/ICCV48922.2021.01425(14499-14507)Online publication date: Oct-2021
    • (2021)Cross-MPI: Cross-scale Stereo for Image Super-Resolution using Multiplane Images2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)10.1109/CVPR46437.2021.01460(14837-14846)Online publication date: Jun-2021
    • (2020)Repurposing a Relighting Network for Realistic Compositions of Captured ScenesSymposium on Interactive 3D Graphics and Games10.1145/3384382.3384523(1-9)Online publication date: 5-May-2020
    • (2020)Pipeline for Real-Time Video View Synthesis2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)10.1109/ICMEW46912.2020.9105988(1-6)Online publication date: Jul-2020

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