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
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;
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
DOI :
10.1109/ECCTD.2011.6043325
