Variable gain neural network image processing system

Details Variable gain neural network image processing system Variable gain neural network image processing system

1989-12-20

1991-12-24

MacDonald, Allen R.

Image analysis

Histogram processing

For setting a threshold

382 15, 395 11, G06F 1518

Patent

active

050758713

ABSTRACT:
A neural-simulating system for an image processing system includes a plurality of networks arranged in a plurality of layers, the output signals of ones of the layers provide input signals to the others of the layers. Each of the plurality of layers include a plurality of neurons operating in parallel on the input signals to the layers. The plurality of neurons within a layer are arrange in groups. Each of the neurons within a group operate in parallel on the input signals. Each neuron within a group of neuron operates to extract a specific feature of an area of the image being processed. Each of the neutrons derives output signals from the input signals representing the relative weight of the input signal and a gain weight associated with each of the neurons applied thereto based upon a continuously differential transfer function for each function.

REFERENCES:
patent: 4941122 (1990-07-01), Weideman
A Neural Network for Visual Pattern Recognition, IEEE Computer, K. Fukushima, Mar. 1988, pp. 65-75.

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