A Survey of Surface Reconstruction from Point Clouds

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dc.contributor.author Berger, Matthew en_US
dc.contributor.author Tagliasacchi, Andrea en_US
dc.contributor.author Seversky, Lee M. en_US
dc.contributor.author Alliez, Pierre en_US
dc.contributor.author Guennebaud, Gaël en_US
dc.contributor.author Levine, Joshua A. en_US
dc.contributor.author Sharf, Andrei en_US
dc.contributor.author Silva, Claudio T. en_US
dc.contributor.editor Chen, Min and Zhang, Hao (Richard) en_US
dc.date.accessioned 2017-03-13T18:13:04Z
dc.date.available 2017-03-13T18:13:04Z
dc.date.issued 2017
dc.identifier.issn 1467-8659
dc.identifier.uri http://dx.doi.org/10.1111/cgf.12802
dc.identifier.uri https://diglib.eg.org:443/handle/10.1111/cgf12802
dc.description.abstract The area of surface reconstruction has seen substantial progress in the past two decades. The traditional problem addressed by surface reconstruction is to recover the digital representation of a physical shape that has been scanned, where the scanned data contain a wide variety of defects. While much of the earlier work has been focused on reconstructing a piece‐wise smooth representation of the original shape, recent work has taken on more specialized priors to address significantly challenging data imperfections, where the reconstruction can take on different representations—not necessarily the explicit geometry. We survey the field of surface reconstruction, and provide a categorization with respect to priors, data imperfections and reconstruction output. By considering a holistic view of surface reconstruction, we show a detailed characterization of the field, highlight similarities between diverse reconstruction techniques and provide directions for future work in surface reconstruction.The area of surface reconstruction has seen substantial progress in the past two decades. The traditional problem addressed by surface reconstruction is to recover the digital representation of a physical shape that has been scanned, where the scanned data contain a wide variety of defects. While much of the earlier work has been focused on reconstructing a piece‐wise smooth representation of the original shape, recent work has taken on more specialized priors to address significantly challenging data imperfections, where the reconstruction can take on different representations—not necessarily the explicit geometry en_US
dc.publisher © 2017 The Eurographics Association and John Wiley & Sons Ltd. en_US
dc.subject geometry processin
dc.subject surface reconstruction
dc.subject 3D acquisition
dc.subject shape analysis
dc.title A Survey of Surface Reconstruction from Point Clouds en_US
dc.description.seriesinformation Computer Graphics Forum
dc.description.sectionheaders Articles
dc.description.volume 36
dc.description.number 1
dc.identifier.doi 10.1111/cgf.12802
dc.description.documenttype star


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