Reference : Texture Classification with Generalized Fourier Descriptors in Dimensionality Reducti...
Scientific journals : Article
Engineering, computing & technology : Multidisciplinary, general & others
http://hdl.handle.net/2268/74361
Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: an Overview Exploration
English
Journaux, Ludovic [Agro Sup Dijon > > > >]
Destain, Marie-France mailto [Université de Liège - ULg > Sciences et technologie de l'environnement > Mécanique et construction >]
Miteran, Joel [Université de Bourgogne > Lab. Le2i > > >]
Piron, Alexis mailto [Université de Liège - ULg > Gembloux Agro-Bio Tech > Gembloux Agro-Bio Tech >]
Cointault, Frédéric [Agro Sup Dijon > > > >]
4-Jul-2008
Lecture Notes in Computer Science
Springer
5064
Artificial Neural Networks in Pattern Recognition
280-291
Yes
International
0302-9743
1611-3349
Berlin
Germany
[en] Texture ; Fourier
[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.
Researchers ; Professionals
http://hdl.handle.net/2268/74361
10.1007/978-3-540-69939-2_27

File(s) associated to this reference

Fulltext file(s):

FileCommentaryVersionSizeAccess
Open access
fulltext.pdfPublisher postprint1.07 MBView/Open

Bookmark and Share SFX Query

All documents in ORBi are protected by a user license.