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SMI
2003
IEEE
15 years 4 months ago
Using Growing Cell Structures for Surface Reconstruction
We study the use of neural network algorithms in surface reconstruction from an unorganized point cloud, and meshing of an implicit surface. We found that for such applications, t...
Ioannis P. Ivrissimtzis, Won-Ki Jeong, Hans-Peter ...
KES
2000
Springer
15 years 2 months ago
Hierarchical growing cell structures: TreeGCS
We propose a hierarchical, unsupervised clustering algorithm (TreeGCS) based upon the Growing Cell Structure (GCS) neural network of Fritzke. Our algorithm improves an inconsisten...
Victoria J. Hodge, James Austin
86
Voted
BMCBI
2005
77views more  BMCBI 2005»
14 years 11 months ago
Structural comparison of metabolic networks in selected single cell organisms
Background: There has been tremendous interest in the study of biological network structure. An array of measurements has been conceived to assess the topological properties of th...
Dongxiao Zhu, Zhaohui S. Qin
SCIA
2005
Springer
113views Image Analysis» more  SCIA 2005»
15 years 4 months ago
Hierarchical Cell Structures for Segmentation of Voxel Images
We compare three hierarchical structures, S15, C15, C19, that are used to steer a segmentation process in 3d voxel images. There is an important topological difference between C19...
Lutz Priese, Patrick Sturm, Haojun Wang
GRAPP
2007
15 years 19 days ago
GPU-based cell projection for large structured data sets
André Maximo, Ricardo Marroquim, Ricardo C....