What
is Pattern Recognition?
Super ICEPak
simulates one way the human brain performs
recognition and makes decisions. As humans
we are
conscious of the logical decision making
processes we make daily, left-brain
thinking and the expert system approach,
yet we are less conscious of the
more intuitive relationships we form for
recognition & decision making,
right-brain thinking, what is known as the pattern
recognition approach.
Think of the way you
recognize people. When you are introduced,
you immediately and unconsciously identify
a few features that you associate with the
individual. Based on these, when you
encounter them again, you are able to
recognize the person. Indeed, if you were
to see this person from the back, you
would probably recognize them again. Well,
you might be less certain, but still stand
a good chance of being successful.
This is an example of
pattern recognition - instantaneous data
acquisition, data visualization, and data
interpretation. We extract features from
the subject and process these
features to produce a recognition - or
make a decision. We humans also have the
inherent ability to associate some
fuzziness or a probability with the
decision.
The
History of Super ICEPak
Pattern recognition,
as opposed to logical thinking, is the
fastest way that humans make decisions. It
is this aspect of human decision making
that Super ICEPak simulates. However
primitive they may be compared to human
methods, they offer powerful advantages
compared to other approaches. The
mathematical methods it uses are
well-established tools of the trade;
"AI" does not provide any new
basic magic tools but rather is a powerful
approach to decision making with its own
ensemble of powerful tools.
Super ICEPak was
initially conceived and embodied in a
product 20 years ago as ICEPak, the
Intelligent Engineering Classifier
Package. This DOS program was distributed
and used throughout the world's largest
industrial and research laboratories and
engineering design and development
laboratories (see Who
Uses Super ICEPak?). This Windows program and its dll tool
kit is now priced for cost-effective use
in any laboratory or design facility where
the power of AI is required to make full
use of information-rich waveform and image
data as well as in other cases where the
user has defined a list of application
features which are equally rich in
information.