A software for reconstructing 3D-terrains from scanned maps
SIGGRAPH '04 ACM SIGGRAPH 2004 Sketches
Surface Rendering for Parallel Slices of Contours from Medical Imaging
Computing in Science and Engineering
Implicit Surface Reconstruction from Scattered Point Data with Noise
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Implicit Surface Reconstruction with an Analogy of Polar Field Model
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Dynamic surfel set refinement for high-quality rendering
Computers and Graphics
LS-RBF network based 3D surface reconstruction method
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
A system for reconstruction of solid models from large point clouds
Machine Graphics & Vision International Journal
Narrow-band based radial basis functions implicit surface reconstruction
GMP'08 Proceedings of the 5th international conference on Advances in geometric modeling and processing
Geometric transformation of the RBF implicit surface
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
Customizing 3D garments based on volumetric deformation
Computers in Industry
Orthogonal least square RBF based implicit surface reconstruction methods
VSMM'06 Proceedings of the 12th international conference on Interactive Technologies and Sociotechnical Systems
Surface reconstruction based on radial basis functions network
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Kd-tree based OLS in implicit surface reconstruction with radial basis function
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
Hierarchically partitioned implicit surfaces for interpolating large point set models
GMP'06 Proceedings of the 4th international conference on Geometric Modeling and Processing
Real-time point cloud refinement
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
Parametric structural optimization with dynamic knot RBFs and partition of unity method
Structural and Multidisciplinary Optimization
| Hi-index | 0.00 |
We present a new method for the multi-scale reconstructionof implicit surfaces with attributes from large unorganizedpoint sets. The implicit surface is reconstructed bysubdividing the global domain into overlapping local subdomainsusing a perfectly balanced binary tree, reconstructingthe surface parts in the local subdomains from non-disjunctsubsets of the points by variational techniques using radialbasis functions, and hierarchically blending togetherthe surface parts of the local subdomains by using a familyof functions called partition of unity. The subsets of thepoints in the inner nodes of the tree for intermediate resolutionsare obtained by thinning algorithms. The reconstructionis particularly robust since the number of data points inthe partition of unity blending zones can be specified explicitly.Furthermore, the new reconstructionmethod is valid fordiscrete datasets in any dimension, so we can use it also toreconstruct continuous functions for the surfaceýs attributes.In a short discussion, we evaluate the advantages and drawbacksof our reconstruction method compared to existing reconstructionmethods for implicit surfaces.