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Syntactic Pattern Recognition, Applications (Paperback, Softcover reprint of the original 1st ed. 1977)
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Syntactic Pattern Recognition, Applications (Paperback, Softcover reprint of the original 1st ed. 1977)
Series: Communication and Cybernetics, 14
Expected to ship within 10 - 15 working days
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The many different mathematical techniques used to solve pattem
recognition problems may be grouped into two general approaches:
the decision-theoretic (or discriminant) approach and the syntactic
(or structural) approach. In the decision-theoretic approach, aset
of characteristic measurements, called features, are extracted from
the pattems. Each pattem is represented by a feature vector, and
the recognition of each pattem is usually made by partitioning the
feature space. Applications of decision-theoretic approach indude
character recognition, medical diagnosis, remote sensing,
reliability and socio-economics. A relatively new approach is the
syntactic approach. In the syntactic approach, ea ch pattem is
expressed in terms of a composition of its components. The
recognition of a pattem is usually made by analyzing the pattem
structure according to a given set of rules. Earlier applications
of the syntactic approach indude chromosome dassification, English
character recognition and identification of bubble and spark
chamber events. The purpose of this monograph is to provide a
summary of the major reeent applications of syntactic pattem
recognition. After a brief introduction of syntactic pattem
recognition in Chapter 1, the nin e mai n chapters (Chapters 2-10)
can be divided into three parts. The first three chapters concem
with the analysis of waveforms using syntactic methods. Specific
application examples indude peak detection and interpretation of
electro cardiograms and the recognition of speech pattems. The next
five chapters deal with the syntactic recognition of
two-dimensional pictorial pattems."
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