Title :
On the posibility of using difference of Gaussians for texture clasification
Author :
Mihai, P.P. ; Paul, Utpal
Author_Institution :
Tech. Univ. of Iasi, Iasi, Romania
Abstract :
This paper presents a possibility of using difference of Gaussians and CNN diffusion filters, for texture classification. The classification results are compared with the ideal circular filters.
Keywords :
Gaussian processes; cellular neural nets; filtering theory; image classification; image texture; CNN diffusion filters; cellular neural networks; difference of Gaussians; texture classification; Filter banks; Filtering algorithms; Gabor filters; Maximum likelihood detection; Nonlinear filters; Support vector machine classification; CNN filters; Texture classification; difference of gaussians;
Conference_Titel :
Electronics and Telecommunications (ISETC), 2012 10th International Symposium on
Conference_Location :
Timisoara
Print_ISBN :
978-1-4673-1177-9
DOI :
10.1109/ISETC.2012.6408149
