Factored Facade Acquisition using Symmetric Line Arrangements

Type
Article

Authors
Ceylan, Duygu
Mitra, Niloy J.
Li, Hao
Weise, Thibaut
Pauly, Mark

Online Publication Date
2012-06-20

Print Publication Date
2012-05

Date
2012-06-20

Abstract
We introduce a novel framework for image-based 3D reconstruction of urban buildings based on symmetry priors. Starting from image-level edges, we generate a sparse and approximate set of consistent 3D lines. These lines are then used to simultaneously detect symmetric line arrangements while refining the estimated 3D model. Operating both on 2D image data and intermediate 3D feature representations, we perform iterative feature consolidation and effective outlier pruning, thus eliminating reconstruction artifacts arising from ambiguous or wrong stereo matches. We exploit non-local coherence of symmetric elements to generate precise model reconstructions, even in the presence of a significant amount of outlier image-edges arising from reflections, shadows, outlier objects, etc. We evaluate our algorithm on several challenging test scenarios, both synthetic and real. Beyond reconstruction, the extracted symmetry patterns are useful towards interactive and intuitive model manipulations.

Citation
Ceylan D, Mitra NJ, Li H, Weise T, Pauly M (2012) Factored Facade Acquisition using Symmetric Line Arrangements. Computer Graphics Forum 31: 671–680. Available: http://dx.doi.org/10.1111/j.1467-8659.2012.03046.x.

Acknowledgements
This research has been supported by the ERC Starting Grant 257453 COSYM, a KAUST visiting student grant, and the Marie Curie Career Integration Grant 303541.

Publisher
Wiley

Journal
Computer Graphics Forum

DOI
10.1111/j.1467-8659.2012.03046.x

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