DocumentCode
1744987
Title
Linear cellular neural networks
Author
Lobato-Lopez, F. ; Silva-Martínez, José ; Sanchez-Sinencio, Edgar
Author_Institution
Mexico Center for Semicond. Technol., Puebla, Mexico
Volume
3
fYear
2001
fDate
6-9 May 2001
Firstpage
437
Abstract
In this paper we introduce a new way of image processing based on CNN but whose activation function is a linear function. This fact enables us to develop gray-scale image processing; here we introduce the mathematical basis and the electrical model. In addition, some examples are presented and the properties of these networks are discussed
Keywords
cellular neural nets; image segmentation; image texture; activation function; electrical model; gray-scale image processing; linear cellular neural networks; Bayesian methods; Cellular neural networks; Computer vision; Gray-scale; Image processing; Lattices; Low pass filters; Mathematical model; Pattern analysis; Signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on
Conference_Location
Sydney, NSW
Print_ISBN
0-7803-6685-9
Type
conf
DOI
10.1109/ISCAS.2001.921341
Filename
921341
Link To Document