Accurate multi-view reconstruction using robust binocular stereo and surface meshing | IEEE Conference Publication | IEEE Xplore

Accurate multi-view reconstruction using robust binocular stereo and surface meshing


Abstract:

This paper presents a new algorithm for multi-view reconstruction that demonstrates both accuracy and efficiency. Our method is based on robust binocular stereo matching,...Show More

Abstract:

This paper presents a new algorithm for multi-view reconstruction that demonstrates both accuracy and efficiency. Our method is based on robust binocular stereo matching, followed by adaptive point-based filtering of the merged point clouds, and efficient, high-quality mesh generation. All aspects of our method are designed to be highly scalable with the number of views. Our technique produces the most accurate results among current algorithms for a sparse number of viewpoints according to the Middlebury datasets. Additionally, we prove to be the most efficient method among non-GPU algorithms for the same datasets. Finally, our scaled-window matching technique also excels at reconstructing deformable objects with high-curvature surfaces, which we demonstrate with a number of examples.
Date of Conference: 23-28 June 2008
Date Added to IEEE Xplore: 05 August 2008
ISBN Information:
Print ISSN: 1063-6919
Conference Location: Anchorage, AK, USA

References

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