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18th International Conference on Pattern Recognition (ICPR'06) Volume 3
Bijective Image Registration using Thin-Plate Splines.
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Anders P Eriksson, Kalle Astrom, "Bijective Image Registration using Thin-Plate Splines.," Pattern Recognition, International Conference on, vol. 3, pp. 798-801, 18th International Conference on Pattern Recognition (ICPR'06) Volume 3, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.323,
author = {Anders P Eriksson and Kalle Astrom},
title = {Bijective Image Registration using Thin-Plate Splines.},
journal ={Pattern Recognition, International Conference on},
volume = {3},
year = {2006},
issn = {1051-4651},
pages = {798-801},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.323},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Bijective Image Registration using Thin-Plate Splines.
SN - 1051-4651
SP798
EP801
A1 - Anders P Eriksson,
A1 - Kalle Astrom,
PY - 2006
KW - null
VL - 3
JA - Pattern Recognition, International Conference on
ER -
 
Anders P Eriksson, Lund University, Sweden
Kalle Astrom, Lund University, Sweden
Image registration is the process of geometrically aligning two or more images. In this paper we describe a method for registering pairs of images based on thin-plate spline mappings. The proposed algorithm minimizes the difference in gray-level intensity over bijective deformations. By using quadratic sufficient constraints for bijectivity and a least squares formulation this optimization problem can be addressed using quadratic programming and a modified Gauss-Newton method. This approach also results in a very computationally efficient algorithm. Example results from the algorithm on three different types of images are also presented.
Citation:
Anders P Eriksson, Kalle Astrom, "Bijective Image Registration using Thin-Plate Splines.," icpr, vol. 3, pp.798-801, 18th International Conference on Pattern Recognition (ICPR'06) Volume 3, 2006
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