A New Affine Invariant Curve Normalization Technique Using Independent Component Analysis

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	Similar Articles Articles by Sait Sener Articles by Mustafa Unel

18th International Conference on Pattern Recognition (ICPR'06) Volume 2

Hong Kong

August 20-August 24

ISBN: 0-7695-2521-0

	ASCII Text	x
	Sait Sener, Mustafa Unel, "A New Affine Invariant Curve Normalization Technique Using Independent Component Analysis," Pattern Recognition, International Conference on, vol. 2, pp. 48, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006.

	BibTex	x
	@article{ 10.1109/ICPR.2006.111, author = {Sait Sener and Mustafa Unel}, title = {A New Affine Invariant Curve Normalization Technique Using Independent Component Analysis}, journal ={Pattern Recognition, International Conference on}, volume = {2}, year = {2006}, issn = {1051-4651}, pages = {48}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.111}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - A New Affine Invariant Curve Normalization Technique Using Independent Component Analysis SN - 1051-4651 SP EP A1 - Sait Sener, A1 - Mustafa Unel, PY - 2006 KW - null VL - 2 JA - Pattern Recognition, International Conference on ER -

Sait Sener, Istanbul Technical University

Mustafa Unel, Sabanci University

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.111

A new affine invariant curve normalization method using Independent Component Analysis (ICA) is presented. First, Principal Component Analysis (PCA) is used for translation, scale and shear normalization. ICA and the third order moments are then employed for rotation and reflection normalization. It is shown that all affine transformed versions of an object have a unique or canonical representation. Experiments are conducted to asses the robustness of our approach. Proposed normalization technique can be used as a pre-processing for object modelling and recognition.

Citation:

Sait Sener, Mustafa Unel, "A New Affine Invariant Curve Normalization Technique Using Independent Component Analysis," icpr, vol. 2, pp.48, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006

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