Title :
A modified Hopfield neural network used in bilevel image restoration and reconstruction
Author :
Sun, Yi ; Yu, Song-Yu
Author_Institution :
Inst. of Image Process. & Pattern Recognition, Shanghai Jiao Tong Univ., China
Abstract :
A group of threshold update algorithms with respect to simultaneous, partially simultaneous and sequential update modes is given. The network with these algorithms is asymptotically stable. The upper bounds of residuals of the convergent solutions are presented. Simulation results are shown
Keywords :
Hopfield neural nets; image reconstruction; bilevel image reconstruction; bilevel image restoration; convergent solutions; modified Hopfield neural network; residuals; threshold update algorithms; Error correction; Hopfield neural networks; Image converters; Image processing; Image reconstruction; Image restoration; Intelligent networks; Neurons; Sun; Upper bound;
Conference_Titel :
Singapore ICCS/ISITA '92. 'Communications on the Move'
Print_ISBN :
0-7803-0803-4
DOI :
10.1109/ICCS.1992.255025
