Generating random points in triangles
Graphics gems
Piecewise smooth surface reconstruction
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
Zippered polygon meshes from range images
SIGGRAPH '94 Proceedings of the 21st annual conference on Computer graphics and interactive techniques
A signal processing approach to fair surface design
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
A volumetric method for building complex models from range images
SIGGRAPH '96 Proceedings of the 23rd annual conference on Computer graphics and interactive techniques
A new Voronoi-based surface reconstruction algorithm
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
Creating generative models from range images
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Implicit fairing of irregular meshes using diffusion and curvature flow
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Anisotropic geometric diffusion in surface processing
Proceedings of the conference on Visualization '00
A Bayesian Method for Fitting Parametric and Nonparametric Models to Noisy Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Anisotropic diffusion of surfaces and functions on surfaces
ACM Transactions on Graphics (TOG)
Computing and Rendering Point Set Surfaces
IEEE Transactions on Visualization and Computer Graphics
Towards Point-Based Acquisition and Rendering of Large Real-World Environments
SIBGRAPI '02 Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing
About Moment Normalization and Complex Moment Descriptors
Proceedings of the 4th International Conference on Pattern Recognition
Content based retrieval of VRML objects: an iterative and interactive approach
Proceedings of the sixth Eurographics workshop on Multimedia 2001
Tight cocone: a water-tight surface reconstructor
SM '03 Proceedings of the eighth ACM symposium on Solid modeling and applications
The space of human body shapes: reconstruction and parameterization from range scans
ACM SIGGRAPH 2003 Papers
Shape modeling with point-sampled geometry
ACM SIGGRAPH 2003 Papers
ACM SIGGRAPH 2003 Papers
Consensus Surfaces for Modeling 3D Objects from Multiple Range Images
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Image-based rendering using image-based priors
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Provable surface reconstruction from noisy samples
SCG '04 Proceedings of the twentieth annual symposium on Computational geometry
SMI '04 Proceedings of the Shape Modeling International 2004
ACM SIGGRAPH 2004 Papers
Context-based surface completion
ACM SIGGRAPH 2004 Papers
A Statistical Method for Robust 3D Surface Reconstruction from Sparse Data
3DPVT '04 Proceedings of the 3D Data Processing, Visualization, and Transmission, 2nd International Symposium
SCAPE: shape completion and animation of people
ACM SIGGRAPH 2005 Papers
Robust moving least-squares fitting with sharp features
ACM SIGGRAPH 2005 Papers
A Bayesian method for probable surface reconstruction and decimation
ACM Transactions on Graphics (TOG)
Provable surface reconstruction from noisy samples
Computational Geometry: Theory and Applications
Template-based mesh completion
SGP '05 Proceedings of the third Eurographics symposium on Geometry processing
Example-based 3D scan completion
SGP '05 Proceedings of the third Eurographics symposium on Geometry processing
SmartBoxes for interactive urban reconstruction
ACM SIGGRAPH 2010 papers
Non-local scan consolidation for 3D urban scenes
ACM SIGGRAPH 2010 papers
Cone carving for surface reconstruction
ACM SIGGRAPH Asia 2010 papers
GlobFit: consistently fitting primitives by discovering global relations
ACM SIGGRAPH 2011 papers
Inference-based procedural modeling of solids
Computer-Aided Design
Affine-invariant curvature estimators for implicit surfaces
Computer Aided Geometric Design
Microtiles: Extracting Building Blocks from Correspondences
Computer Graphics Forum
A search-classify approach for cluttered indoor scene understanding
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Structure recovery by part assembly
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Patch based synthesis for single depth image super-resolution
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Technical Section: Reconstructing shape boundaries with multimodal constraints
Computers and Graphics
Context-based coherent surface completion
ACM Transactions on Graphics (TOG)
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We present an example-based surface reconstruction method for scanned point sets. Our approach uses a database of local shape priors built from a set of given context models that are chosen specifically to match a specific scan. Local neighborhoods of the input scan are matched with enriched patches of these models at multiple scales. Hence, instead of using a single prior for reconstruction, our method allows specific regions in the scan to match the most relevant prior that fits best. Such high confidence matches carry relevant information from the prior models to the scan, including normal data and feature classification, and are used to augment the input point-set. This allows to resolve many ambiguities and difficulties that come up during reconstruction, e.g., distinguishing between signal and noise or between gaps in the data and boundaries of the model. We demonstrate how our algorithm, given suitable prior models, successfully handles noisy and under-sampled point sets, faithfully reconstructing smooth regions as well as sharp features.