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An evaluation method for multiview surface reconstruction algorithms

Song, Ran, Liu, Yonghuai, Zhao, Yitian, Martin, Ralph Robert and Rosin, Paul L. 2012. An evaluation method for multiview surface reconstruction algorithms. Presented at: Second International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), Zurich, Switzerland, 13-15 October 2012. 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT), 2012 Second International Conference on. IEEE, pp. 387-394. 10.1109/3DIMPVT.2012.24

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Abstract

We propose a new method, 3DGiC, for evaluating the performances of various multiview surface reconstruction methods. It does not need a complete ground truth model, providing a much wider range of applications. More importantly, most existing methods only measure the quality of reconstruction in a global manner but local surface details are not involved. In contrast, 3DGiC depends on both global consistency and local accuracy of reconstruction in order to deliver a more comprehensive evaluation. The key idea is to compute a cumulative distribution of the joint probability of two local surface descriptors. We also designed experiments based on both synthetic and real data to demonstrate the advantages as well as the effectiveness of 3DGiC.

Item Type: Conference or Workshop Item (Paper)
Date Type: Publication
Status: Published
Schools: Computer Science & Informatics
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Publisher: IEEE
ISBN: 9781467344708
Last Modified: 04 Jun 2017 04:39
URI: http://orca.cf.ac.uk/id/eprint/42249

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