Image Correlation for Shape, Motion and Deformation Measurements (eBook)
XX, 322 Seiten
Springer US (Verlag)
9780387787473 (ISBN)
Image Correlation for Shape, Motion and Deformation Measurements provides a comprehensive overview of data extraction through image analysis. Readers will find and in-depth look into various single- and multi-camera models (2D-DIC and 3D-DIC), two- and three-dimensional computer vision, and volumetric digital image correlation (VDIC). Fundamentals of accurate image matching are described, along with presentations of both new methods for quantitative error estimates in correlation-based motion measurements, and the effect of out-of-plane motion on 2D measurements. Thorough appendices offer descriptions of continuum mechanics formulations, methods for local surface strain estimation and non-linear optimization, as well as terminology in statistics and probability.
With equal treatment of computer vision fundamentals and techniques for practical applications, this volume is both a reference for academic and industry-based researchers and engineers, as well as a valuable companion text for appropriate vision-based educational offerings.
Image Correlation for Shape, Motion and Deformation Measurements provides a comprehensive overview of data extraction through image analysis. Readers will find and in-depth look into various single- and multi-camera models (2D-DIC and 3D-DIC), two- and three-dimensional computer vision, and volumetric digital image correlation (VDIC). Fundamentals of accurate image matching are described, along with presentations of both new methods for quantitative error estimates in correlation-based motion measurements, and the effect of out-of-plane motion on 2D measurements. Thorough appendices offer descriptions of continuum mechanics formulations, methods for local surface strain estimation and non-linear optimization, as well as terminology in statistics and probability.With equal treatment of computer vision fundamentals and techniques for practical applications, this volume is both a reference for academic and industry-based researchers and engineers, as well as a valuable companion text for appropriate vision-based educational offerings.
Preface 7
Acknowledgements 10
Overview 11
Contents 13
Chapter 1 Introduction 19
Chapter 2 Elements of Geometrical Optics 31
Chapter 3 Single Camera Models and Calibration Procedures in Computer Vision 45
Chapter 4 Two-Dimensional and Three-Dimensional Computer Vision 82
Chapter 5 Digital Image Correlation (DIC) 98
Chapter 6 In-Plane Measurements 135
Chapter 7 Stereo-vision System Applications 190
Chapter 8 Volumetric Digital Image Correlation (VDIC) 224
Chapter 9 Error Estimation in Stereo-vision 240
Chapter 10 Practical Considerations for Accurate Measurements with DIC 244
APPENDICES 268
Appendix A Continuum Mechanics Formulation for Deformations 269
Appendix B Elements of Linear Algebra 275
Appendix C Method for Local Surface Strain Estimation 282
Appendix D Methods of Non-linear Optimization and Parameter Estimation 285
Appendix E Terminology in Statistics and Probability 293
Appendix F Basics of Projective Geometry 297
Appendix G Rotation Tensor Formulations 299
Appendix H Spline Functions 301
Appendix I Triangulation – Location of 3D Position with Skew Rays 307
References 310
Index 328
| Erscheint lt. Verlag | 21.4.2009 |
|---|---|
| Zusatzinfo | XX, 322 p. 100 illus. |
| Verlagsort | New York |
| Sprache | englisch |
| Themenwelt | Mathematik / Informatik ► Informatik ► Grafik / Design |
| Naturwissenschaften ► Physik / Astronomie | |
| Technik ► Elektrotechnik / Energietechnik | |
| Technik ► Maschinenbau | |
| Schlagworte | 2-D and 3-D computer vision • Calibration • computer vision • Continuum Mechanics • Deformation • deformation measurements • digital image correlation (DIC) • error assessment • geometrical optics • Image Analysis • image correlation • image matching • in-plane measurements • Mechanics • Optimization • shape m • shape measurements • speckle pattern |
| ISBN-13 | 9780387787473 / 9780387787473 |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
PDF (Wasserzeichen)DRM: Digitales Wasserzeichen
Dieses eBook enthält ein digitales Wasserzeichen und ist damit für Sie personalisiert. Bei einer missbräuchlichen Weitergabe des eBooks an Dritte ist eine Rückverfolgung an die Quelle möglich.
Dateiformat: PDF (Portable Document Format)
Mit einem festen Seitenlayout eignet sich die PDF besonders für Fachbücher mit Spalten, Tabellen und Abbildungen. Eine PDF kann auf fast allen Geräten angezeigt werden, ist aber für kleine Displays (Smartphone, eReader) nur eingeschränkt geeignet.
Systemvoraussetzungen:
PC/Mac: Mit einem PC oder Mac können Sie dieses eBook lesen. Sie benötigen dafür einen PDF-Viewer - z.B. den Adobe Reader oder Adobe Digital Editions.
eReader: Dieses eBook kann mit (fast) allen eBook-Readern gelesen werden. Mit dem amazon-Kindle ist es aber nicht kompatibel.
Smartphone/Tablet: Egal ob Apple oder Android, dieses eBook können Sie lesen. Sie benötigen dafür einen PDF-Viewer - z.B. die kostenlose Adobe Digital Editions-App.
Buying eBooks from abroad
For tax law reasons we can sell eBooks just within Germany and Switzerland. Regrettably we cannot fulfill eBook-orders from other countries.
aus dem Bereich
