Request for info on satellite photo analysis.
Steve Lehar
slehar at park.bu.edu
Tue Aug 13 11:59:09 EDT 1991
> A colleague here at Stanford asked me if I knew of any applications
> of networks to the problem of satellite photo analysis. He
> mentioned hearing about a system that could recognize clouds. Any
> information you can pass along would be appreciated.
We did some work at Mitre Corp [1] on cloud recognition, which we
presented at the INNC conference in Paris. My own part of the work
involved mostly the Boundary Contour System / Feature Contour System
(BCS/FCS) of Grossberg and Mingolla, which is a neural vision model
that performs a variety of image enhancement and recognition
functions, and which we used as a front-end for a backpropagation
network to classify different cloud types, as identified (for the
training set) by meterological specialists.
If you would like more details on the BCS, or my extension to it the
MRBCS, I would be happy to send you a an informal description I have
prepared as an ASCII file. If you are interested in the backprop end
of it, or the overall research effort, write to ira at linus.mitre.org,
or howells at linus.mitre.org for further information.
REFERENCES
[1] Lehar S., Howells T, & Smotroff I. APPLICATION OF GROSSBERG AND
MINGOLLA NEURAL VISION MODEL TO SATELLITE WEATHER IMAGERY. Proceedings
of the INNC July 1990 Paris.
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