Title :
Application of fuzzy cellular neural networks to Euclidean distance transformation
Author :
Yang, Tao ; Yang, Lin-Bao
Author_Institution :
Dept. of Autom. Control Eng., Shanghai Univ. of Technol., China
fDate :
3/1/1997 12:00:00 AM
Abstract :
A new structure of fuzzy cellular neural network (FCNN) is proposed. In this FCNN, the relationship between fuzzy templates and input or/and output is defined by addition but not multiplication. Unlike the FCNN we proposed previously, which can only implement morphological operators with flat structuring elements, this FCNN can implement morphological operators with all the types of structuring elements. This FCNN is used to implement Euclidean distance transform. Simulation results are given
Keywords :
cellular neural nets; image processing; mathematical morphology; transforms; Euclidean distance transformation; addition; fuzzy CNN; fuzzy cellular neural networks; fuzzy templates; morphological operators; Cellular neural networks; Equations; Euclidean distance; Fuzzy neural networks; Image converters; Image processing; Laboratories; Morphology; Pixel; Turing machines;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
