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17th International Conference on Pattern Recognition (ICPR'04) - Volume 2
Local Fisher Embedding
Cambridge UK
August 23-August 26
ISBN: 0-7695-2128-2
ASCII Text
x 
 
Dick de Ridder, Marco Loog, Marcel J. T. Reinders, "Local Fisher Embedding," Pattern Recognition, International Conference on, vol. 2, pp. 295-298, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004.
 
 
BibTex
x
 
@article{ 10.1109/ICPR.2004.1334176,
author = {Dick de Ridder and Marco Loog and Marcel J. T. Reinders},
title = {Local Fisher Embedding},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2004},
issn = {1051-4651},
pages = {295-298},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334176},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Local Fisher Embedding
SN - 1051-4651
SP295
EP298
A1 - Dick de Ridder,
A1 - Marco Loog,
A1 - Marcel J. T. Reinders,
PY - 2004
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Dick de Ridder, Delft University of Technology, The Netherlands
Marco Loog, University Medical Center Utrecht, The Netherlands
Marcel J. T. Reinders, Delft University of Technology, The Netherlands
In recent work, several supervised spectral embedding procedures have been proposed. Although experimentally validated, the construction of these algorithms was rather ad hoc. This paper shows how supervised locally linear embedding can be seen as performing a local Fisher mapping. A new formulation, combining linear and Fisher embedding, is proposed and experimentally validated.
Citation:
Dick de Ridder, Marco Loog, Marcel J. T. Reinders, "Local Fisher Embedding," icpr, vol. 2, pp.295-298, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004
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