Image segmentation using pulse coupled neural networks

It is shown that if the parameters of a pulse coupled neural network are properly adjusted neurons corresponding to the pixels of each region can be forced to pulse together. Each synchronous burst identifies an image region.< >

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Bibliographic Details
Published inIEEE International Conference on Neural Networks, 1994 Vol. 2; pp. 1285 - 1290 vol.2
Main Authors Ranganath, H.S., Kuntimad, G.
Format Conference Proceeding
LanguageEnglish
Published IEEE 1994
Subjects
Computer science
Digital images
Image segmentation
Joining processes
Neural networks
Neurons
Pixel
Pulse generation
Rockets
Signal generators
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ISBN078031901X
9780780319011
DOI10.1109/ICNN.1994.374369

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Summary:It is shown that if the parameters of a pulse coupled neural network are properly adjusted neurons corresponding to the pixels of each region can be forced to pulse together. Each synchronous burst identifies an image region.< >
ISBN:078031901X
9780780319011
DOI:10.1109/ICNN.1994.374369