DocumentCode
1114768
Title
B74-21 Patern Classification and Scene Analysis
Author
Pavlidis, Theodosios
Author_Institution
Dep. of Elec. Eng. Princeton University
Issue
2
fYear
1974
Firstpage
223
Lastpage
223
Abstract
This book covers most of the major topics in pattern recognition at a level appropriate to a new student of the field. Therefore it can be very useful as a textbook either for an introductory graduate, or an advanced undergraduate course. The authors have deliberately played down the mathematical formalism (no long or rigorous proofs) and assumed only that background which students in such courses are expected to have. They supply numerous problems and quite a few illustrative and instructive examples. One attractive feature is the critical evaluation of many of the techniques discussed which their own experience enables them to do. I enjoyed reading statements like the one on p. 179 about the literature on linear discriminant functions. Finally each chapter is followed by extensive historical and bibliographical remarks.
Keywords
Books; Decision theory; Image analysis; Linear programming; Maximum likelihood estimation; Pattern analysis; Pattern recognition; Shape; Stochastic processes; Unsupervised learning;
fLanguage
English
Journal_Title
Computers, IEEE Transactions on
Publisher
ieee
ISSN
0018-9340
Type
jour
DOI
10.1109/T-C.1974.223910
Filename
1672503
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