My research interests are focused on processing multidimensional (M-D) signals.
Specifically, I am exploring ways of using neural networks to recognize and
classify objects based upon various criteria, such as velocity profile, shape,
size, and other characteristics that can be obtained from M-D filtering of
the object. The main concern is not in obtaining an accurate rendition of
the object at the receiver end but in extracting out sufficient information
so that the neural network can accurately classify objects.
Currently, I am using a 3-D linear trajectory filter that Dr. Bruton and
Bartley developed to track an object moving in space-time. Intelligence
is built into the whole system by employing a neural network at the output
of the filter.
30th May 1995
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