Evolutionary Computer Vision

The First Footprints

  • Gustavo Olague

Part of the Natural Computing Series book series (NCS)

Table of contents

  1. Front Matter
    Pages i-xxii
  2. Introduction

    1. Front Matter
      Pages 1-2
    2. Gustavo Olague
      Pages 3-8
  3. Basics

    1. Front Matter
      Pages 9-10
    2. Gustavo Olague
      Pages 11-68
    3. Gustavo Olague
      Pages 69-140
  4. Feature Location and Extraction

  5. 3D Computer Vision

  6. Learning and Recognition

  7. Finale

    1. Front Matter
      Pages 383-384
    2. Gustavo Olague
      Pages 385-401
  8. Back Matter
    Pages 403-411

About this book

Introduction

This book explains the theory and application of evolutionary computer vision, a new paradigm where challenging vision problems can be approached using the techniques of evolutionary computing. This methodology achieves excellent results for defining fitness functions and representations for problems by merging evolutionary computation with mathematical optimization to produce automatic creation of emerging visual behaviors.

In the first part of the book the author surveys the literature in concise form, defines the relevant terminology, and offers historical and philosophical motivations for the key research problems in the field. For researchers from the computer vision community, he offers a simple introduction to the evolutionary computing paradigm. The second part of the book focuses on implementing evolutionary algorithms that solve given problems using working programs in the major fields of low-, intermediate- and high-level computer vision.

This book will be of value to researchers, engineers, and students in the fields of computer vision, evolutionary computing, robotics, biologically inspired mechatronics, electronics engineering, control, and artificial intelligence.

Keywords

Artificial Vision Computer Vision Evolutionary Computing (EC) Evolutionary Synthesis Feature Extraction Sensor Planning Stereoscopic Vision Visual Learning Optimization Machine Vision Darwinian Evolution Artificial Intelligence Sensor Planning Genetic Programming Evolutionary Synthesis

Authors and affiliations

  • Gustavo Olague
    • 1
  1. 1.EvoVisión Research TeamCICESE Research CenterEnsenadaMexico

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-43693-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2016
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-662-43692-9
  • Online ISBN 978-3-662-43693-6
  • Series Print ISSN 1619-7127
  • About this book
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