We describe methods for computing an implicit model of a hypersurface that is given only by a finite sampling. The methods work by mapping the sample points into a reproducing kernel Hilbert space and then determining regions in terms of hyperplanes.
| Author(s): | Schölkopf, B. and Giesen, J. and Spalinger, S. |
| Book Title: | Advances in Neural Information Processing Systems 17 |
| Journal: | Advances in Neural Information Processing Systems |
| Pages: | 1193-1200 |
| Year: | 2005 |
| Month: | July |
| Day: | 0 |
| Editors: | LK Saul and Y Weiss and L Bottou |
| Publisher: | MIT Press |
| Bibtex Type: | Conference Paper (inproceedings) |
| Address: | Cambridge, MA, USA |
| Event Name: | 18th Annual Conference on Neural Information Processing Systems (NIPS 2004) |
| Event Place: | Vancouver, BC, Canada |
| Digital: | 0 |
| Electronic Archiving: | grant_archive |
| ISBN: | 0-262-19534-8 |
| Organization: | Max-Planck-Gesellschaft |
| School: | Biologische Kybernetik |
| Links: | |
BibTex
@inproceedings{2814,
title = {Kernel Methods for Implicit Surface Modeling},
journal = {Advances in Neural Information Processing Systems},
booktitle = {Advances in Neural Information Processing Systems 17},
abstract = {We describe methods for computing an implicit model of a hypersurface that is given only by a finite sampling. The methods work by mapping the sample points into a reproducing kernel Hilbert space and then determining regions in terms of hyperplanes.},
pages = {1193-1200},
editors = {LK Saul and Y Weiss and L Bottou},
publisher = {MIT Press},
organization = {Max-Planck-Gesellschaft},
school = {Biologische Kybernetik},
address = {Cambridge, MA, USA},
month = jul,
year = {2005},
slug = {2814},
author = {Sch{\"o}lkopf, B. and Giesen, J. and Spalinger, S.},
month_numeric = {7}
}