Classification of Cat Ganglion Retinal Cells and Implications for Shape-Function Relationship

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11th International Conference on Image Analysis and Processing (ICIAP'01)

Palermo, Italy

September 26-September 28

ISBN: 0-7695-1183-X

	ASCII Text	x
	Regina Célia Coelho, Cesare Valenti, Júlia Sawaki Tanaka, Luciano da Fontoura Costa, "Classification of Cat Ganglion Retinal Cells and Implications for Shape-Function Relationship," Image Analysis and Processing, International Conference on, pp. 0517, 11th International Conference on Image Analysis and Processing (ICIAP'01), 2001.

	BibTex	x
	@article{ 10.1109/ICIAP.2001.957062, author = {Regina Célia Coelho and Cesare Valenti and Júlia Sawaki Tanaka and Luciano da Fontoura Costa}, title = {Classification of Cat Ganglion Retinal Cells and Implications for Shape-Function Relationship}, journal ={Image Analysis and Processing, International Conference on}, volume = {0}, year = {2001}, isbn = {0-7695-1183-X}, pages = {0517}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICIAP.2001.957062}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Image Analysis and Processing, International Conference on TI - Classification of Cat Ganglion Retinal Cells and Implications for Shape-Function Relationship SN - 0-7695-1183-X SP EP A1 - Regina Célia Coelho, A1 - Cesare Valenti, A1 - Júlia Sawaki Tanaka, A1 - Luciano da Fontoura Costa, PY - 2001 VL - 0 JA - Image Analysis and Processing, International Conference on ER -

Regina Célia Coelho, University of S?o Paulo

Cesare Valenti, University of Palermo

Júlia Sawaki Tanaka, University of S?o Paulo

Luciano da Fontoura Costa, University of S?o Paulo

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICIAP.2001.957062

Abstract: This article presents a quantitative approach to ganglion cell classification by considering combinations of several geometrical features including fractal dimension, symmetry, diameter, eccentricity and convex hull. Special attention is given to moment and symmetry-based features. Several combinations of such features are fed to two clustering methods (Ward's hierarchical scheme and K-Means) and the respectively obtained classifications are compared. The results indicate the superiority of some features, also suggesting possible biological implications.

Citation:

Regina Célia Coelho, Cesare Valenti, Júlia Sawaki Tanaka, Luciano da Fontoura Costa, "Classification of Cat Ganglion Retinal Cells and Implications for Shape-Function Relationship," iciap, pp.0517, 11th International Conference on Image Analysis and Processing (ICIAP'01), 2001

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