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Diatom Classification by Fourier Descriptors of Outlines


 
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1. Title Title of document Diatom Classification by Fourier Descriptors of Outlines
 
2. Creator Author's name, affiliation, country Abdelkader Siddour; Department of Mathematics and Computer Science, Université du Québec à Trois-Rivières; Canada
 
2. Creator Author's name, affiliation, country Fathallah Nouboud; Department of Mathematics and Computer Science, Université du Québec à Trois-Rivières; Canada
 
2. Creator Author's name, affiliation, country Driss Mammass; IRF – SIC, Faculty of Sciences, University of Ibn Zohr; Morocco
 
2. Creator Author's name, affiliation, country Alain Chalifour; Department of Mathematics and Computer Science, Université du Québec à Trois-Rivières; Canada
 
2. Creator Author's name, affiliation, country Stéphane Campeau; Department of Mathematics and Computer Science, Université du Québec à Trois-Rivières; Canada
 
3. Subject Discipline(s)
 
3. Subject Keyword(s)
 
4. Description Abstract

We present in this paper an automatic system for the classification of diatoms based on the extraction of the normal angles of an anticlockwise 8-connected contour. For that, we used a parametric model that consists in characterizing the contour of the diatoms according to a vector of the Fourier descriptors. The correct classification rate is around 97% of the 450 diatom images examined.

 
5. Publisher Organizing agency, location
 
6. Contributor Sponsor(s)
 
7. Date (YYYY-MM-DD) 2007-07-20
 
8. Type Status & genre Peer-reviewed Article
 
8. Type Type
 
9. Format File format PDF (Français (France))
 
10. Identifier Uniform Resource Identifier https://www.revue-eti.net/index.php/eti/article/view/44
 
11. Source Title; vol., no. (year) Electronic Journal of Information Technology; Issue 4
 
12. Language English=en fr
 
13. Relation Supp. Files
 
14. Coverage Geo-spatial location, chronological period, research sample (gender, age, etc.)
 
15. Rights Copyright and permissions Copyright (c) 2007 Abdelkader Siddour, Fathallah Nouboud, Driss Mammass, Alain Chalifour, Stéphane Campeau
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.