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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