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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Veröffentlicht in:	Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) S. 145 - 154
Hauptverfasser:	Pittaluga, Francesco, Koppal, Sanjeev J., Kang, Sing Bing, Sinha, Sudipta N.
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.06.2019
Schlagworte:	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
Online-Zugang:	Volltext
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