Title :
Implementation of visual reconstruction networks-Alternatives to resistive networks
Author :
Mansor, D. ; Suter, D.
Author_Institution :
Telecom Res. Lab., Clayton, Vic., Australia
Abstract :
The resistive grid approach has been adopted by the Harris coupled depth-slope analog network and generalized for regularization involving arbitrary degrees of smoothness. The authors consider implementations of arbitrary order regularization networks which do not require resistive grids. The approach followed is to generalize the original formulation of J.G. Harris (1987) and then to follow alternative paths to analog circuit realization allowed by the generalization
Keywords :
analogue circuits; computer vision; neural nets; picture processing; Harris coupled depth-slope analog network; analog circuit realization; generalization; resistive grid; resistive networks; visual reconstruction networks; Analog circuits; Biomembranes; Computer networks; Computer science; Coupling circuits; Grid computing; Laboratories; Lagrangian functions; Smoothing methods; Telecommunication computing;
Conference_Titel :
Neural Networks, 1991. 1991 IEEE International Joint Conference on
Print_ISBN :
0-7803-0227-3
DOI :
10.1109/IJCNN.1991.170649