SPARF: Neural Radiance Fields from Sparse and Noisy Poses

Neural Radiance Field (NeRF) has recently emerged as a powerful representation to synthesize photorealistic novel views. While showing impressive performance, it relies on the availability of dense input views with highly accurate camera poses, thus limiting its application in real-world scenarios....

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Bibliographic Details

Published in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 4190 - 4200
Main Authors:	Truong, Prune, Rakotosaona, Marie-Julie, Manhardt, Fabian, Tombari, Federico
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2023
Subjects:	Cameras Computer vision Geometry Image and video synthesis and generation Limiting Pattern recognition Rendering (computer graphics) Training
ISSN:	1063-6919
Online Access:	Get full text
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