Title :
Nonlinear image restoration by radial basis function networks
Author :
Cha, Inhyok ; Kassam, Saleem A.
Author_Institution :
Dept. of Electr. Eng., Pennsylvania Univ., Philadelphia, PA, USA
Abstract :
We investigate a nonlinear technique for image restoration using radial basis function networks. Computer simulation results indicate this new technique can be very useful
Keywords :
feedforward neural nets; image restoration; nonlinear filters; 2D nonlinear filters; computer simulation; connectionist normalized local spline network; nonlinear image restoration; nonlinear technique; radial basis function networks; single layer neural network; Additive noise; Computer simulation; Image processing; Image restoration; Nonlinear distortion; Nonlinear filters; Radial basis function networks; Signal processing algorithms; Spline; Stochastic processes;
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
DOI :
10.1109/ICIP.1994.413637
