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Poisson Surface Reconstruction [article]

Michael Kazhdan, Matthew Bolitho, Hugues Hoppe
2006 Symposium on geometry processing : [proceedings]. Symposium on Geometry Processing  
We show that surface reconstruction from oriented points can be cast as a spatial Poisson problem.  ...  Experimenting with publicly available scan data, we demonstrate reconstruction of surfaces with greater detail than previously achievable.  ...  Formulating surface reconstruction as a Poisson problem offers a number of advantages.  ... 
doi:10.2312/sgp/sgp06/061-070 fatcat:ggh4a7xxcbahxfh3emcsmpp5au

Screened poisson surface reconstruction

Michael Kazhdan, Hugues Hoppe
2013 ACM Transactions on Graphics  
Poisson surface reconstruction creates watertight surfaces from oriented point sets. In this work we extend the technique to explicitly incorporate the points as interpolation constraints.  ...  The implementation of the original Poisson reconstruction runs in 412 seconds.  ...  Fig. 1 : 1 Comparison of traditional Poisson surface reconstruction (left) and screened Poisson surface reconstruction which incorporates point constraints (center).  ... 
doi:10.1145/2487228.2487237 fatcat:272s7x4kkfgwnnbzwz5c575ktu

Robust Poisson Surface Reconstruction [chapter]

Virginia Estellers, Michael Scott, Kevin Tew, Stefano Soatto
2015 Lecture Notes in Computer Science  
We choose an implicit parametrization to reconstruct surfaces of unknown topology and close large gaps in the point cloud.  ...  We propose a method to reconstruct surfaces from oriented point clouds with non-uniform sampling and noise by formulating the problem as a convex minimization that reconstructs the indicator function of  ...  Our method is related to the Poisson reconstruction of [2] , but our representation of the surface, model, and minimization technique are different.  ... 
doi:10.1007/978-3-319-18461-6_42 fatcat:pzsopmei65fxtpscaxwulvyx4m

Parallel Poisson Surface Reconstruction [chapter]

Matthew Bolitho, Michael Kazhdan, Randal Burns, Hugues Hoppe
2009 Lecture Notes in Computer Science  
In this work we describe a parallel implementation of the Poisson Surface Reconstruction algorithm based on multigrid domain decomposition.  ...  reconstruction accuracy.  ...  Poisson Surface Reconstruction The Poisson Surface Reconstruction method [3] uses a function fitting approach that combines benefits from both global and local fitting schemes.  ... 
doi:10.1007/978-3-642-10331-5_63 fatcat:rvgbkll6efgbbfak3zk2zrzktu

Surface Reconstruction through Poisson Disk Sampling

Wenguang Hou, Zekai Xu, Nannan Qin, Dongping Xiong, Mingyue Ding, Rongrong Ji
2015 PLoS ONE  
In implementation, Poisson disk sampling is taken to select seeds and helps to produce the Voronoi diagram.  ...  It is obvious that the reconstructed model is the level of detail of original points. Hence, our main motivation is to deal with the redundant scattered points.  ...  Finally, iso-surface was extracted from the indicator function. Later, parallel Poisson surface reconstruction was introduced to accelerate the reconstruction [8] .  ... 
doi:10.1371/journal.pone.0120151 pmid:25915744 pmcid:PMC4411170 fatcat:w4ja74jikbhfdhyhhbkbmm4fla

Quantitative Assessment of Variational Surface Reconstruction from Sparse Point Clouds in Freehand 3D Ultrasound Imaging during Image-Guided Tumor Ablation

Shuangcheng Deng, Yunhua Li, Lipei Jiang, Ping Liang
2016 Applied Sciences  
: Ball Pivoting, Power Crust, Poisson, and VSR.  ...  The key technique for surface reconstruction in that framework is based on variational interpolation presented by Greg Turk for shape transformation and is named Variational Surface Reconstruction (VSR  ...  reconstructed by Poisson, and the surface reconstructed by VSR.  ... 
doi:10.3390/app6040114 fatcat:34hjph2donc4dathbmjxahtipa

Performance analysis of different surface reconstruction algorithms for 3D reconstruction of outdoor objects from their digital images

Abhik Maiti, Debashish Chakravarty
2016 SpringerPlus  
It is shown that the reconstructed surface quality of Poisson reconstruction depends on Samples per node (SN) significantly, greater SN values resulting in better quality surfaces.  ...  These imageobtained point clouds are then used for generation of photo-realistic 3D surfaces, using different surface reconstruction algorithms such as Poisson reconstruction and Ball-pivoting algorithm  ...  Parameters affecting Poisson surface reconstruction Poisson surface reconstruction depends upon a number of parameters.  ... 
doi:10.1186/s40064-016-2425-9 pmid:27386376 pmcid:PMC4929111 fatcat:msttd4uu3raildlhiyqkgygxa4

Deep Geometric Prior for Surface Reconstruction [article]

Francis Williams, Teseo Schneider, Claudio Silva, Denis Zorin, Joan Bruna, Daniele Panozzo
2019 arXiv   pre-print
We compare our method with a number of well-known reconstruction methods on a standard surface reconstruction benchmark.  ...  We propose the use of a deep neural network as a geometric prior for surface reconstruction.  ...  Poisson surface reconstruction (Poisson) [21] inverts the gradient operator by solving a Poisson equation to define the indicator function.  ... 
arXiv:1811.10943v2 fatcat:rnxdmdzgvbbzphl7ubtfox3dja

Direct Shape Carving: Smooth 3D Points and Normals for Surface Reconstruction

Kazuki MATSUDA, Norimichi UKITA
2012 IEICE transactions on information and systems  
The reconstructed point cloud is used for generating its 3D surface by surface reconstruction. The more accurate the point cloud, the more correct the surface becomes.  ...  For improving the surface, how to integrate existing techniques for point reconstruction is proposed.  ...  Poisson Surface Reconstruction 3D surface reconstruction from 3D points is a popular problem in Computer Graphics for producing movies and so on.  ... 
doi:10.1587/transinf.e95.d.1811 fatcat:khxc5hgejbaujdbvpuluz4hlji

A Poisson Equation-Based Method for 3D Reconstruction of Animated Images

Ziang Lei, Miaochao Chen
2021 Advances in Mathematical Physics  
In this paper, we propose a 3D reconstruction method for multivisual animated images based on Poisson's equation theory.  ...  3D reconstruction techniques for animated images and animation techniques for faces are important research in computer graphics-related fields.  ...  The Poisson surface reconstruction is proposed in the literature.  ... 
doi:10.1155/2021/1547630 fatcat:tsxx7j3burfgtbo4ic3hpcthmi

On Surface Topography Reconstruction from Gradient Fields

Toni Kuparinen, Ville Kyrki, Jarno Mielikainen, Pekka Toivanen
2007 2007 IEEE International Conference on Image Processing  
We extend a Fourier integration method with Wiener filter to reconstruct surfaces from two gradient fields.  ...  In this paper, we propose and study surface reconstruction techniques for surfaces with high frequency height variation, which are common for example, in paper and textile manufacturing.  ...  Frankot-Chellappa and Poisson algorithms The common approaches for reconstructing surface from gradient fields are Frankot-Chellappa [3] and Poisson solver [4] .  ... 
doi:10.1109/icip.2007.4379213 dblp:conf/icip/KuparinenKMT07 fatcat:lxvv7x2gjvdprecw7opj5pgfam

Occluding Contours for Multi-view Stereo

Qi Shan, Brian Curless, Yasutaka Furukawa, Carlos Hernandez, Steven M. Seitz
2014 2014 IEEE Conference on Computer Vision and Pattern Recognition  
reconstruction [14] .  ...  The contributions are 1) a new technique to identify free-space regions arising from occluding contours, and 2) a new approach for incorporating the resulting free-space constraints into Poisson surface  ...  Poisson reconstruction with free space We modify the screened Poisson surface reconstruction alrogithm [14] to handle free-space volumes.  ... 
doi:10.1109/cvpr.2014.511 dblp:conf/cvpr/ShanCFHS14 fatcat:k6fp5mmbc5h3fkwpjxqqloguyi

GNG based foot reconstruction for custom footwear manufacturing

Antonio Jimeno-Morenilla, Jose García-Rodríguez, Sergio Orts, Miguel Davia-Aracil
2016 Computers in industry (Print)  
The method reconstructs the foot surface 4 times more accurately than 15 other well-known methods.  ...  It also improves the reconstruction in "dark" areas where the scanner does not obtain 14 information: the heel and toe areas.  ...  Surface reconstruction quality 1 To demonstrate the validity of our proposal several experiments were carried out comparing GNG 3D 2 reconstruction results with the Poisson surface reconstruction method  ... 
doi:10.1016/j.compind.2015.06.002 fatcat:rclfjnlr4jbe5ji47pztvcz3zq

Improving Completeness of Geometric Models from Terrestrial Laser Scanning Data

Clemens Nothegger
2011 Geoinformatics FCE CTU  
The algorithm is a modification of the Poisson surface reconstruction algorithm. Poisson surfaces are resilient to noise in the data and the algorithm always produces a closed manifold surface.  ...  This is especially true when reconstructing models from medium range panoramic scanners and many scan positions.  ...  Figure 2 : 2 Schönbrunn Attic Sculpture. a) entire sculpture b) reconstructed surface using Poisson surface algorithm c) differences between Poisson surface and original points d) reconstructed surface  ... 
doi:10.14311/gi.6.29 fatcat:uwkrbi2i5bdcnpmdyf542ellsm

3D Surface Reconstruction of Noisy Point Clouds Using Growing Neural Gas: 3D Object/Scene Reconstruction

Sergio Orts-Escolano, Jose Garcia-Rodriguez, Vicente Morell, Miguel Cazorla, Jose Antonio Serra Perez, Alberto Garcia-Garcia
2015 Neural Processing Letters  
With the advent of low-cost 3D sensors and 3D printers, scene and object 3D surface reconstruction has become an important research topic in the last years.  ...  In this work, we propose an automatic (unsupervised) method for 3D surface reconstruction from raw unorganized point clouds acquired using low-cost 3D sensors.  ...  The proposed method for 3D surface reconstructiong using the GNG is compared against the Poisson surface reconstruction algorithm.  ... 
doi:10.1007/s11063-015-9421-x fatcat:hqfq6jswkfbrbiui6nhxziebi4
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