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Pattern Recognition - Ideas in Practice (Paperback, Softcover reprint of the original 1st ed. 1978)
Loot Price: R1,616
Discovery Miles 16 160
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Pattern Recognition - Ideas in Practice (Paperback, Softcover reprint of the original 1st ed. 1978)
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Pattern recognition is a child of modern technology; electronics
and computers in particular have inspired research and made it
possible to develop the subject in a way which would have been
impossible otherwise. It is a rapidly growing research field which
began to flourish in the 1960s and which is beginning to produce
commercial devices. Significant developments have been made, both
in the theory and practical engineering of the subject, but there
is evidence of a schism developing between these two approaches.
Practical machines have usually been designed on an ad hoc basis,
with little use being made of advanced theory. It is difficult to
provide a rigorous mathematical treatment of many problems
pertinent to a practical situation. This is due, in part at least,
to a conceptual rift between theory and practice. The mathematics
of optimal systems is well developed, whereas pragmatists are more
concerned with vaguer ideas of reasonable and sufficient. In some
situations, the quest for optimality can constrain research and
retard practical progress. This can occur, for example, if too
narrow a view is taken of "optimal": the accuracy of a system may
be optimal whereas its speed, cost, or physical size may be grossly
suboptimal. The objective of this book is to present a glimpse of
the pragmatic approach to pattern recognition; there already exist
a number of excellent texts describing theoretical developments.
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