Improving neural implicit surfaces geometry with patch warping

Neural implicit surfaces have become an important technique for multi-view 3D reconstruction but their accuracy remains limited. In this paper, we argue that this comes from the difficulty to learn and render high frequency textures with neural networks. We thus propose to add to the standard neural...

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Bibliographic Details

Published in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 6250 - 6259
Main Authors:	Darmon, Francois, Bascle, Benedicte, Devaux, Jean-Clement, Monasse, Pascal, Aubry, Mathieu
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2022
Subjects:	3D from multi-view and sensors; Vision + graphics Geometry Neural networks Pattern recognition Rendering (computer graphics) Surface reconstruction Surface texture Three-dimensional displays
ISSN:	1063-6919
Online Access:	Get full text
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