Revealing Scenes by Inverting Structure From Motion Reconstructions

Many 3D vision systems localize cameras within a scene using 3D point clouds. Such point clouds are often obtained using structure from motion (SfM), after which the images are discarded to preserve privacy. In this paper, we show, for the first time, that such point clouds retain enough information...

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Vydané v:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) s. 145 - 154
Hlavní autori:	Pittaluga, Francesco, Koppal, Sanjeev J., Kang, Sing Bing, Sinha, Sudipta N.
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.06.2019
Predmet:	3D from Multiview and Sensors Cameras Color Data privacy Deep Learning ; Image and Video Synthesis Image reconstruction Point cloud compression Privacy Security Solid modeling Structure from motion Three-dimensional displays
ISSN:	1063-6919
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