Application of FNN to Image Restoration
The following sections are included:
Generalized fuzzy inference network
Generalized defuzzification operator
Fuzzy inference network
Universal approximation of generalized FINN
Simulation of system identification
Representation of two–dimensional image by FINN
Local FNN representation of image
Optimal FNN filter
Experimental results
Image restoration based on FINN
Fuzzy partition
Selection type FNN and its universal approximation
A novel FNN filter
Learning algorithm
Simulation examples
References