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Classification of Cat Ganglion Retinal Cells and Implications for Shape-Function Relationship
Palermo, Italy September 26-September 28
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICIAP.2001.95706211th International Conference on Imag ...
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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
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@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
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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
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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