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What and Who

Reconstructing Complete 3D Models from Single Images

Vladlen Koltun
Intel Labs
Talk
AG 1, AG 2, AG 3, AG 4, AG 5, SWS, RG1, MMCI  
AG Audience
English

Date, Time and Location

Friday, 13 February 2015
13:30
60 Minutes
E1 4
R 0.19
Saarbrücken

Abstract

We present an approach to creating 3D models of objects depicted in
Web images, even when each object may only be shown in a single image.
Our approach uses a comparatively small collection of existing 3D
models to guide the reconstruction process. These existing shapes are
used to derive information about shape structure. Our guiding idea is
to jointly analyze the images and the available 3D models. Joint
analysis of all images along with the available shapes regularizes the
formulated optimization problems, stabilizes estimation of camera
parameters and construction of dense pixel-level correspondences, and
leads to reasonable reproduction of object appearance in the absence
of traditional multi-view cues. Joint work with Qixing Huang and Hai
Wang.

Contact

Bertram Somieski
-5710
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Ellen Fries, 02/13/2015 12:03
Uwe Brahm, 02/12/2015 17:52
Bertram Somieski, 02/12/2015 11:01 -- Created document.