Page 11 - Introduction to Statistical Pattern Recognition

Contents

Preface ............................................. xi
...
Acknowledgments .................................. xm
Chapter 1 Introduction 1

1.1 Formulation of Pattern Recognition Problems ......... 1
1.2 Process of Classifier Design ........................ 7
Notation ........................................ 9
References ..................................... 10

Chapter2 Random Vectors and Their Properties 11
2.1 Random Vectors and Their Distributions ............. 11
2.2 Estimation of Parameters ......................... 17
2.3 Linear Transformation ........................... 24
2.4 Various Properties of Eigenvalues and
Eigenvectors ................................... 35
Computer Projects ............................... 47
Problems ....................................... 48
References ..................................... 50

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