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Pattern Recognition and Image Processing in C++

  • Authors
  • Dietrich W. R. Paulus
  • Joachim Hornegger

Table of contents

  1. Front Matter
    Pages I-2
  2. Introductions

    1. Front Matter
      Pages 3-4
    2. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 5-17
    3. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 18-31
    4. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 32-41
    5. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 42-57
    6. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 58-69
    7. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 70-82
    8. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 83-94
    9. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 95-108
  3. Object—Oriented Pattern Analysis

    1. Front Matter
      Pages 109-109
    2. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 111-121
    3. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 122-138
    4. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 139-154
    5. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 155-168
    6. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 169-181
    7. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 182-195
    8. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 196-213
    9. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 214-236
  4. Pattern Recognition Algorithms

    1. Front Matter
      Pages 237-237
    2. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 239-252
    3. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 253-262
    4. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 263-277
    5. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 278-286
    6. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 287-299
    7. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 300-314
    8. Dietrich W. R. Paulus, Joachim Hornegger
      Pages 315-320
  5. Back Matter
    Pages 321-360

About this book

Introduction

Parts of this text were used for several years by students in a one~term under­ graduate course in computer science. The students had to prepare projects in small groups (2~4 students).1 This book emphasizes practical experience with image processing. It offers a comprehensive study of • image processing and image analysis, • basics of speech processing, • object~oriented programming, • software design, • and programming in C++. The book is divided into four parts. In the first part we introduce image processing, image analysis, programming tools, and the basics of C++. In the second part we describe object~oriented programming in general and the possible applications of object~oriented concepts in C++. Several appli­ cations of object~oriented programming for image processing are discussed as well. The new features of C++ are introduced entirely through the use of examples. We cover the proper representation of the data that is a result of pattern analysis as well. The third part describes a complete system for image segmentation. Some of the material covered refers to the exercises found in the first and second parts: this verifies our belief that an image segmentation system of programs can be developed while simultaneously acquainting others to C++. We combine the data representation described in the second part with the algorithms that use and manipulate them here in the third part.

Keywords

C++ programming language algorithm algorithms computer science design image analysis image processing pattern pattern recognition programming software speech processing

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