HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video

We introduce a free-viewpoint rendering method - HumanNeRF - that works on a given monocular video of a human performing complex body motions, e.g. a video from YouTube. Our method enables pausing the video at any frame and rendering the subject from arbitrary new camera viewpoints or even a full 36...

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Bibliographic Details

Published in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 16189 - 16199
Main Authors:	Weng, Chung-Yi, Curless, Brian, Srinivasan, Pratul P., Barron, Jonathan T., Kemelmacher-Shlizerman, Ira
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2022
Subjects:	Cameras Computational modeling Computer vision Pattern recognition Rendering (computer graphics) Task analysis Video on demand Vision + graphics; 3D from multi-view and sensors; Computational photography
ISSN:	1063-6919
Online Access:	Get full text
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