Title: | Classification of cell nuclei using shape and texture indexes |
Authors: | Thibault, Guillaume Devic, Caroline Horn, Jean-François Fertil, Bernard Sequeira, Jean Mari, Jean-Luc |
Citation: | WSCG ’2008: Poster Proceedings: The 16-th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision in co-operation with EUROGRAPHICS: University of West Bohemia, Plzen, Czech Republic, February 4-7, 2008, p. 25-28. |
Issue Date: | 2008 |
Publisher: | Václav Skala - UNION Agency |
Document type: | konferenční příspěvek conferenceObject |
URI: | http://wscg.zcu.cz/wscg2008/Papers_2008/poster/!_WSCG2008_Poster_final.zip http://hdl.handle.net/11025/800 |
ISBN: | 978-80-86943-17-6 |
Keywords: | rozpoznávání obrazu;indexy tvarů;indexy textur;Haralickovy rysy;klasifikace buněčných jader |
Keywords in different language: | pattern recognition;shape indexes;texture indexes;Haralick’s features;cell nuclei classification |
Abstract: | In this paper, we present a study on the characterization and the classification of binary digital objects. This study is performed using a set of values obtained by the computation of "shape and texture indexes". To get the shape indexes, we extract a set of data called "measures" from 2D shapes, like for example surface and perimeter. These indexes are then used as parameters of a function returning a real value that gives information about geometrical and morphological features of the shape to analyze. A model characterizing the shape (and the texture) of objects is subsequently built. An application to the classification of cell nuclei (in order to diagnose patients affected by the Progeria syndrome) is proposed. |
Rights: | © Václav Skala - UNION Agency |
Appears in Collections: | WSCG ’2008: Poster Proceedings |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Thibault.pdf | 265,17 kB | Adobe PDF | View/Open |
Please use this identifier to cite or link to this item:
http://hdl.handle.net/11025/800
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.