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3D Computer Vision

Efficient Methods and Applications

  • Christian Wöhler

Part of the X.media.publishing book series (XMEDIAPUBL)

Table of contents

  1. Front Matter
    Pages I-XVII
  2. Methods of 3D Computer Vision

  3. Application Scenarios

    1. Front Matter
      Pages 245-245
    2. Christian Wöhler
      Pages 247-280
    3. Christian Wöhler
      Pages 281-310
    4. Christian Wöhler
      Pages 311-355
    5. Christian Wöhler
      Pages 357-362
  4. Back Matter
    Pages 363-381

About this book

Introduction

This indispensable text introduces the foundations of three-dimensional computer vision and describes recent contributions to the field.

Fully revised and updated, this much-anticipated new edition reviews a range of triangulation-based methods, including linear and bundle adjustment based approaches to scene reconstruction and camera calibration, stereo vision, point cloud segmentation, and pose estimation of rigid, articulated, and flexible objects. Also covered are intensity-based techniques that evaluate the pixel grey values in the image to infer three-dimensional scene structure, and point spread function based approaches that exploit the effect of the optical system. The text shows how methods which integrate these concepts are able to increase reconstruction accuracy and robustness, describing applications in industrial quality inspection and metrology, human-robot interaction, and remote sensing.

Practitioners of computer vision, photogrammetry, optical metrology, robotics and planetary science will find the book an essential reference.

Key Topics

  • Examines three-dimensional surface reconstruction of strongly non-Lambertian surfaces by the combination of photometric stereo and active range scanning, with applications to industrial metrology (NEW)
  • Discusses pose estimation and tracking of human body parts, and subsequent recognition of actions performed in a complex industrial production environment, in the context of safe interaction between humans and industrial robots (NEW)
  • Reviews the construction of high-resolution lunar digital elevation models based on orbital imagery in combination with laser altimetry data, including a discussion of the latest lunar spacecraft data sets (NEW)

Authors and affiliations

  • Christian Wöhler
    • 1
  1. 1.Dept. of Electrical Engineering and ITTechnical University of DortmundDortmundGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4471-4150-1
  • Copyright Information Springer-Verlag London 2013
  • Publisher Name Springer, London
  • eBook Packages Computer Science
  • Print ISBN 978-1-4471-4149-5
  • Online ISBN 978-1-4471-4150-1
  • Series Print ISSN 1612-1449
  • Buy this book on publisher's site