Ten Lectures on Statistical and Structural Pattern Recognition

AvM.I. Schlesinger,Václav Hlavác

Inbunden, Engelska, 2002

Del i serien Computational Imaging and Vision

571 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

Häftad

556 kr

Beskrivning

This monograph explores the close relationship of various well-known pattern recognition problems that have so far been considered independent. These relationships became apparent with the discovery of formal procedures for addressing known problems and their generalisations. The generalised problem formulations were analysed mathematically and unified algorithms were found. The main scientific contribution of this book is the unification of two main streams in pattern recognition - statistical and structural. The material is presented in the form of ten lectures, each of which concludes with a discussion with a student.

Produktinformation

Utgivningsdatum:2002-05-31
Mått:160 x 240 x undefined mm
Format:Inbunden
Språk:Engelska
Serie:Computational Imaging and Vision
Antal sidor:522
Förlag:Kluwer Academic Publishers
ISBN:9781402006425

Utforska kategorier

Hårdvara inom Data och IT

Innehållsförteckning

Lecture 1 Bayesian statistical decision making.- Lecture 2 Non-Bayesian statistical decision making.- Lecture 3 Two statistical models of the recognised object.- Lecture 4 Learning in pattern recognition.- Lecture 5 Linear discriminant function.- Lecture 6 Unsupervised learning.- Lecture 7 Mutual relationship of statistical and structural recognition.- Lecture 8 Recognition of Markovian sequences.- Lecture 9 Regular languages and corresponding pattern recognition tasks.- Lecture 10 Context-free languages, their 2-D generalisation, related tasks.

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Ten Lectures on Statistical and Structural Pattern Recognition

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Inbunden, Engelska, 2002

Del i serien Computational Imaging and Vision

571 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

Häftad

556 kr

Beskrivning

Produktinformation

Utgivningsdatum:2002-05-31
Mått:160 x 240 x undefined mm
Format:Inbunden
Språk:Engelska
Serie:Computational Imaging and Vision
Antal sidor:522
Förlag:Kluwer Academic Publishers
ISBN:9781402006425

Utforska kategorier

Hårdvara inom Data och IT

Innehållsförteckning

Lecture 1 Bayesian statistical decision making.- Lecture 2 Non-Bayesian statistical decision making.- Lecture 3 Two statistical models of the recognised object.- Lecture 4 Learning in pattern recognition.- Lecture 5 Linear discriminant function.- Lecture 6 Unsupervised learning.- Lecture 7 Mutual relationship of statistical and structural recognition.- Lecture 8 Recognition of Markovian sequences.- Lecture 9 Regular languages and corresponding pattern recognition tasks.- Lecture 10 Context-free languages, their 2-D generalisation, related tasks.