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BuchKartoniert, Paperback
234 Seiten
Englisch
Springererschienen am01.09.19802. Aufl.
This paperback edition is essentially the same as the original hardcover volume except for the addition of a new chapter (Chapter 7) which reviews the recent advances in pattern recognition and image processing.mehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR106,99
E-BookPDF1 - PDF WatermarkE-Book
EUR96,29

Produkt

KlappentextThis paperback edition is essentially the same as the original hardcover volume except for the addition of a new chapter (Chapter 7) which reviews the recent advances in pattern recognition and image processing.
Details
ISBN/GTIN978-3-540-10207-6
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr1980
Erscheinungsdatum01.09.1980
Auflage2. Aufl.
ReiheCommunication and Cybernetics
Seiten234 Seiten
SpracheEnglisch
Gewicht447 g
IllustrationenXI, 234 p. 14 illus.
Artikel-Nr.18222674

Inhalt/Kritik

Inhaltsverzeichnis
1. Introduction.- 1.1 What is Pattern Recognition?.- 1.2 Approaches to Pattern Recognition.- 1.3 Basic Non-Parametric Decision - Theoretic Classification Methods.- 1.4 Training in Linear Classifiers.- 1.5 Bayes (Parametric) Classification.- 1.6 Sequential Decision Model for Pattern Classification.- 1.7 Bibliographical Remarks.- References.- 2. Topics in Statistical Pattern Recognition.- 2.1 Nonparametric Discrimination.- 2.2 Learning with Finite Memory.- 2.3 Two-Dimensional Patterns and Their Complexity.- References.- 3. Clustering Analysis.- 3.1 Introduction.- 3.2 The Initial Description.- 3.3 Properties of a Cluster, a Clustering Operator and a Clustering Process.- 3.4 The Main Clustering Algorithms.- 3.5 The Dynamic Clusters Method.- 3.6 Adaptive Distances in Clustering.- 3.7 Conclusion and Future Prospects.- References.- 4. Syntactic (Linguistic) Pattern Recognition..- 4.1 Syntactic (Structural) Approach to Pattern Recognition.- 4.2 Linguistic Pattern Recognition System.- 4.3 Selection of Pattern Primitives.- 4.4 Pattern Grammar.- 4.5 High-Dimensional Pattern Grammars.- 4.6 Syntax Analysis as Recognition Procedure.- 4.7 Concluding Remarks.- References.- 5. Picture Recognition.- 5.1 Introduction.- 5.2 Properties of Regions.- 5.3 Detection of Objects.- 5.4 Properties of Detected Objects.- 5.5 Object Extraction.- 5.6 Properties of Extracted Objects.- 5.7 Representation of Objects and Pictures.- References.- 6. Speech Recognition and Understanding..- 6.1 Principles of Speech, Recognition, and Understanding.- 6.2 Recent Developments in Automatic Speech Recognition.- 6.3 Speech Understanding.- 6.4 Assessment of the Future.- References.- 7. Recent Developments in Digital Pattern Recognition..- 7.1 A General Viewpoint of Pattern Recognition.- 7.2 Tree Grammars forSyntactic Pattern Recognition.- 7.3 Syntactic Pattern Recognition Using Stochastic Languages.- 7.4 Error-Correcting Parsing.- 7.5 Clustering Analysis for Syntactic Patterns.- 7.6 Picture Recognition.- 7.7 Speech Recognition and Understanding.- References.mehr

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