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Article

Oriented visibility for multiview reconstruction

Published: 07 May 2006 Publication History

Abstract

Visibility estimation is arguably the most difficult problem in dense 3D reconstruction from multiple arbitrary views. In this paper, we propose a simple new approach to estimating visibility based on position and orientation of local surface patches. Using our concept of oriented visibility, we present a new algorithm for multiview reconstruction based on exact global optimization of surface photoconsistency using graph cuts on a CW-complex. In contrast to many previous methods for 3D reconstruction from arbitrary views, our method does not depend on initialization and is robust to photometrically difficult situations.

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Cited By

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  • (2014)A spatially continuous max-flow and min-cut framework for binary labeling problemsNumerische Mathematik10.1007/s00211-013-0569-x126:3(559-587)Online publication date: 1-Mar-2014
  • (2010)An efficient graph cut algorithm for computer vision problemsProceedings of the 11th European conference on computer vision conference on Computer vision: Part III10.5555/1927006.1927049(552-565)Online publication date: 5-Sep-2010
  • (2010)Layer-Constraint-Based visibility for volumetric multi-view reconstructionProceedings of the 16th international conference on Advances in Multimedia Modeling10.1007/978-3-642-11301-7_5(15-24)Online publication date: 6-Jan-2010
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Published In

cover image Guide Proceedings
ECCV'06: Proceedings of the 9th European conference on Computer Vision - Volume Part III
May 2006
649 pages
ISBN:3540338365
  • Editors:
  • Aleš Leonardis,
  • Horst Bischof,
  • Axel Pinz

Sponsors

  • University of Ljubljana: University of Ljubljana
  • Graz University of Technology: Graz University of Technology
  • Advanced Computer Vision: Advanced Computer Vision

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 07 May 2006

Author Tags

  1. CW-complex
  2. dense stereo
  3. directed graphs
  4. global optimization
  5. graph cuts
  6. image-based modeling
  7. multiview reconstruction
  8. visibility

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Cited By

View all
  • (2014)A spatially continuous max-flow and min-cut framework for binary labeling problemsNumerische Mathematik10.1007/s00211-013-0569-x126:3(559-587)Online publication date: 1-Mar-2014
  • (2010)An efficient graph cut algorithm for computer vision problemsProceedings of the 11th European conference on computer vision conference on Computer vision: Part III10.5555/1927006.1927049(552-565)Online publication date: 5-Sep-2010
  • (2010)Layer-Constraint-Based visibility for volumetric multi-view reconstructionProceedings of the 16th international conference on Advances in Multimedia Modeling10.1007/978-3-642-11301-7_5(15-24)Online publication date: 6-Jan-2010
  • (2010)Surface reconstruction from images using a variational formulationProceedings of the 16th international conference on Advances in Multimedia Modeling10.1007/978-3-642-11301-7_4(4-14)Online publication date: 6-Jan-2010
  • (2007)Continuous global optimization in multiview 3D reconstructionProceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition10.5555/1780074.1780115(441-452)Online publication date: 27-Aug-2007
  • (2007)Multiview Stereo via Volumetric Graph-Cuts and Occlusion Robust Photo-ConsistencyIEEE Transactions on Pattern Analysis and Machine Intelligence10.1109/TPAMI.2007.7071229:12(2241-2246)Online publication date: 1-Dec-2007

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