Robot Vision :Video-based Indoor Exploration with Autonomous and Mobile Robots

Publication subTitle :Video-based Indoor Exploration with Autonomous and Mobile Robots

Author: Stefan Florczyk  

Publisher: John Wiley & Sons Inc‎

Publication year: 2006

E-ISBN: 9783527604913

P-ISBN(Hardback):  9783527405442

Subject: TP242.6 intelligent robot

Language: ENG

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Description

The book is intended for advanced students in physics, mathematics, computer science, electrical engineering, robotics, engine engineering and for specialists in computer vision and robotics on the techniques for the development of vision-based robot projects. It focusses on autonomous and mobile service robots for indoor work, and teaches the techniques for the development of vision-based robot projects. A basic knowledge of informatics is assumed, but the basic introduction helps to adjust the knowledge of the reader accordingly.
A practical treatment of the material enables a comprehensive understanding of how to handle specific problems, such as inhomogeneous illumination or occlusion. With this book, the reader should be able to develop object-oriented programs and show mathematical basic understanding. Such topics as image processing, navigation, camera types and camera calibration structure the described steps of developing further applications of vision-based robot projects.

Chapter

Contents

pp.:  9 – 13

List of Figures

pp.:  13 – 17

Symbols and Abbreviations

pp.:  17 – 21

1 Introduction

pp.:  21 – 29

2 Image Processing

pp.:  29 – 53

3 Navigation

pp.:  53 – 67

4 Vision Systems

pp.:  67 – 77

5 CAD

pp.:  77 – 107

6 Stereo Vision

pp.:  107 – 133

7 Camera Calibration

pp.:  133 – 143

8 Self-learning Algorithms

pp.:  143 – 149

9 OCR

pp.:  149 – 153

10 Redundancy in Robot-vision Scenarios

pp.:  153 – 167

11 Algorithm Evaluation of Robot-vision Systems for Autonomous Robots

pp.:  167 – 179

12 Calibration for Autonomous Video-based Robot Systems

pp.:  179 – 187

13 Redundant Robot-vision Program for CAD Modeling

pp.:  187 – 205

Bibliography

pp.:  205 – 213

Index

pp.:  213 – 218

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