Title :
Nonhomogeneous CNN’s and their use for texture classification
Author :
Alecsandrescu, Iolanda ; Ungureanu, Paul ; Goras, Liviu
Author_Institution :
Fac. of Electron. & Telecommun., Tech. Univ. Gh Asachi, Iasi
Abstract :
Considerations concerning the dynamics of nonhomogeneous CNNpsilas are made and the possibility of using them for texture classifications is investigated by computer simulations.
Keywords :
cellular neural nets; digital simulation; image classification; image texture; computer simulations; nonhomogeneous cellular neural network; texture classification; Cellular neural networks; Computer simulation; Differential equations; Eigenvalues and eigenfunctions; Filters; Neural networks; Pattern formation; Signal design; Signal processing; Transforms; CNN filters; Gershgorin circles; Texture classification;
Conference_Titel :
Neural Network Applications in Electrical Engineering, 2008. NEUREL 2008. 9th Symposium on
Conference_Location :
Belgrade
Print_ISBN :
978-1-4244-2903-5
Electronic_ISBN :
978-1-4244-2904-2
DOI :
10.1109/NEUREL.2008.4685598
