Image Correlation for Shape, Motion and Deformation Measurements: Basic Concepts,Theory and Applications

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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.

Author(s): Hubert Schreier, Jean-José Orteu, Michael A. Sutton (auth.)
Edition: 1
Publisher: Springer US
Year: 2009

Language: English
Pages: 322
Tags: Signal, Image and Speech Processing;Mechanics;Image Processing and Computer Vision;Characterization and Evaluation of Materials;Structural Mechanics

Front Matter....Pages 1-17
Introduction....Pages 1-12
Elements of Geometrical Optics....Pages 1-14
Single Camera Models and Calibration Procedures in Computer Vision....Pages 1-37
Two-Dimensional and Three-Dimensional Computer Vision....Pages 1-16
Digital Image Correlation (DIC)....Pages 1-37
In-Plane Measurements....Pages 1-55
Stereo-vision System Applications....Pages 1-34
Volumetric Digital Image Correlation (VDIC)....Pages 1-16
Error Estimation in Stereo-Vision....Pages 1-4
Practical Considerations for Accurate Measurements with DIC....Pages 1-24
Back Matter....Pages 1-65