Title: | An automated Pipeline to bring NeRFs to the Industrial Metaverse An automated Pipeline to bring NeRFs to the Industrial Metaverse |
Authors: | Schleise, Sabine Hahne, Uwe Lindinger, Jakob |
Citation: | WSCG 2024: full papers proceedings: 32. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, p. 157-166. |
Issue Date: | 2024 |
Publisher: | Václav Skala - UNION Agency |
Document type: | konferenční příspěvek conferenceObject |
URI: | http://hdl.handle.net/11025/57388 |
ISSN: | 2464–4625 (online) 2464–4617 (print) |
Keywords: | 3D vidění;NeRF;průmyslová metaverze;ponoření;nervové vykreslování |
Keywords in different language: | 3D vision;NeRF;industrial metaverse;immersion;neural rendering |
Abstract in different language: | The Industrial Metaverse offers new opportunities in various industrial sectors, such as product development, collaboration, sales and marketing. It relies on rendering 3D scenes of industrial plants, factories, and machines that are viewed by multiple human observers in various industrial applications. Creating these 3D scenes requires either elaborate 3D modeling efforts or complex 3D reconstruction methods. Both approaches require expensive hardware and highly trained individuals to create photo-realistic results. To overcome these limitations, we offer an end-to-end pipeline that generates photo-realistic 3D scene renderings from video input using NeRF (neural radiance fields). Our tool automates the entire process, resulting in remarkable efficiency gains. It reduces the creation time from days to minutes, even for untrained users |
Rights: | © Václav Skala - UNION Agency |
Appears in Collections: | WSCG 2024: Full Papers Proceedings |
Files in This Item:
File | Description | Size | Format | |
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B59-2024.pdf | Plný text | 7,03 MB | Adobe PDF | View/Open |
Please use this identifier to cite or link to this item:
http://hdl.handle.net/11025/57388
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