Article (Scientific journals)
Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: an Overview Exploration
Journaux, Ludovic; Destain, Marie-France; Miteran, Joel et al.
2008In Lecture Notes in Computer Science, 5064, p. 280-291
Peer reviewed
 

Files


Full Text
fulltext.pdf
Publisher postprint (1.1 MB)
Download

All documents in ORBi are protected by a user license.

Send to



Details



Keywords :
Texture; Fourier
Abstract :
[en] In the context of texture classification, this article explores the capacity and the performance of some combinations of feature extraction, linear and nonlinear dimensionality reduction techniques and several kinds of classification methods. The performances are evaluated and compared in term of classification error. In order to test our texture classification protocol, the experiment carried out images from two different sources, the well known Brodatz database and our leaf texture images database. © 2008 Springer-Verlag Berlin Heidelberg.
Disciplines :
Engineering, computing & technology: Multidisciplinary, general & others
Author, co-author :
Journaux, Ludovic;  Agro Sup Dijon
Destain, Marie-France ;  Université de Liège - ULiège > Sciences et technologie de l'environnement > Mécanique et construction
Miteran, Joel;  Université de Bourgogne > Lab. Le2i
Piron, Alexis ;  Université de Liège - ULiège > Gembloux Agro-Bio Tech > Gembloux Agro-Bio Tech
Cointault, Frédéric;  Agro Sup Dijon
Language :
English
Title :
Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: an Overview Exploration
Publication date :
04 July 2008
Journal title :
Lecture Notes in Computer Science
ISSN :
0302-9743
eISSN :
1611-3349
Publisher :
Springer, Berlin, Germany
Special issue title :
Artificial Neural Networks in Pattern Recognition
Volume :
5064
Pages :
280-291
Peer reviewed :
Peer reviewed
Available on ORBi :
since 25 October 2010

Statistics


Number of views
55 (4 by ULiège)
Number of downloads
532 (2 by ULiège)

Scopus citations®
 
10
Scopus citations®
without self-citations
8
OpenCitations
 
5

Bibliography


Similar publications



Contact ORBi