Object-Based Image Analysis and Treaty Verification

New Approaches in Remote Sensing – Applied to Nuclear Facilities in Iran

  • Sven Nussbaum
  • Gunter Menz

Table of contents

  1. Front Matter
    Pages I-XVI
  2. Introduction

    1. Front Matter
      Pages 1-1
    2. Sven Nussbaum, Gunter Menz
      Pages 1-14
  3. Basic Principles

    1. Front Matter
      Pages 15-15
    2. Sven Nussbaum, Gunter Menz
      Pages 17-27
    3. Sven Nussbaum, Gunter Menz
      Pages 29-39
    4. Sven Nussbaum, Gunter Menz
      Pages 41-47
  4. Object-Based Analysis and Change Detection

    1. Front Matter
      Pages 48-48
    2. Sven Nussbaum, Gunter Menz
      Pages 51-62
    3. Sven Nussbaum, Gunter Menz
      Pages 63-83
    4. Sven Nussbaum, Gunter Menz
      Pages 85-122
    5. Sven Nussbaum, Gunter Menz
      Pages 123-139
    6. Sven Nussbaum, Gunter Menz
      Pages 141-150
  5. Back Matter
    Pages 151-170

About this book

Introduction

The availability of new high resolution satellite data brings with it the need for new image analysis methods. Traditional pixel-oriented algorithms do not give credit to the spatial coherence of high resolution imagery. In particular, for detection and classification of man-made structures, object-based procedures are much more appropriate. The use of object features such as scale, compactness, orientation and texture, in addition to spectral characteristics, extends the possibilities of remote sensing satellite image analysis considerably.

This book describes recent progress in object-based image interpretation, and also presents many new results in its application to verification of nuclear non-proliferation. A comprehensive workflow and newly developed algorithms for object-based high resolution image (pre-) processing, feature extraction, change detection, classification and interpretation are developed, applied and evaluated. The entire analysis chain is demonstrated with high resolution imagery acquired over Iranian nuclear facilities.

Keywords

Change detection Image analysis Iran Object-based Object-based image analysis remote sensing satellite

Authors and affiliations

  • Sven Nussbaum
    • 1
  • Gunter Menz
    • 2
  1. 1.Systems Analysis and Technical EvaluationForschungszentrum JülichGermany
  2. 2.Department of GeographyUniversity of BonnGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4020-6961-1
  • Copyright Information Springer Science+Business Media B.V. 2008
  • Publisher Name Springer, Dordrecht
  • eBook Packages Earth and Environmental Science
  • Print ISBN 978-1-4020-6960-4
  • Online ISBN 978-1-4020-6961-1