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16th International Conference on Pattern Recognition (ICPR'02) - Volume 2
Variable Neighborhood Search for Geometrically Deformable Templates
Quebec City, QC, Canada
August 11-August 15
ISBN: 0-7695-1695-X
ASCII Text
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Marc Lalonde, Langis Gagnon, "Variable Neighborhood Search for Geometrically Deformable Templates," Pattern Recognition, International Conference on, vol. 2, pp. 20689, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002.
 
 
BibTex
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@article{ 10.1109/ICPR.2002.1048395,
author = {Marc Lalonde and Langis Gagnon},
title = {Variable Neighborhood Search for Geometrically Deformable Templates},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2002},
issn = {1051-4651},
pages = {20689},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2002.1048395},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Variable Neighborhood Search for Geometrically Deformable Templates
SN - 1051-4651
SP
EP
A1 - Marc Lalonde,
A1 - Langis Gagnon,
PY - 2002
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
This paper proposes two modifications to the geometrically deformable template model. First, the optimization stage originally based on simulated annealing is replaced with a meta-heuristic called Variable Neighborhood Search that treats simulated annealing as a local search tool. Second, an affine deformation energy is introduced to improve the quality of the search. An example of optic disc segmentation in an ophthalmic image is given.
Citation:
Marc Lalonde, Langis Gagnon, "Variable Neighborhood Search for Geometrically Deformable Templates," icpr, vol. 2, pp.20689, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 2, 2002
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