DocumentCode
1713975
Title
On the possibilities of using a class of CNN´s for texture classification
Author
Vornicu, Ion ; Goras, Liviu
Author_Institution
Gheorghe Asachi Tech. Univ. of Iasi, Iasi, Romania
fYear
2011
Firstpage
234
Lastpage
237
Abstract
The paper deals with the possibility of using the spatio-temporal dynamics of a class of CNN´s for texture classification. The principle of the proposed architecture is discussed and the design of a bank of spatial filters for this kind of application is presented. Transistor level simulation and considerations regarding the architecture reconfiguration will be given as well.
Keywords
cellular neural nets; image classification; image texture; spatial filters; CNN; spatial filters; spatio temporal dynamics; texture classification; transistor level simulation; Equations; Filter banks; Parallel architectures; Spatial filters; 2D spatio-temporal filtering; CNN´s; analog parallel architectures; texture classification;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuit Theory and Design (ECCTD), 2011 20th European Conference on
Conference_Location
Linkoping
Print_ISBN
978-1-4577-0617-2
Electronic_ISBN
978-1-4577-0616-5
Type
conf
DOI
10.1109/ECCTD.2011.6043325
Filename
6043325
Link To Document